From bef13360b9fccceb2c0f18c40b970c87ae5245ff Mon Sep 17 00:00:00 2001 From: "zhaode.wzd" Date: Mon, 4 Dec 2023 11:12:20 +0800 Subject: [PATCH] [MNN:Sync] Sync Internal 2.8.0 --- CMakeLists.txt | 9 +- docs/compile/cmake.md | 4 +- docs/compile/pymnn.md | 6 +- docs/compile/tools.md | 6 +- docs/inference/module.md | 35 + docs/pymnn/expr.md | 48 +- docs/tools/test.md | 5 +- express/Executor.cpp | 4 +- express/Expr.cpp | 56 +- express/NeuralNetWorkOp.cpp | 1 - express/Utils.cpp | 2 +- express/module/PipelineModule.cpp | 2 +- express/module/StaticModule.cpp | 6 +- include/MNN/HalideRuntime.h | 5 +- include/MNN/MNNDefine.h | 4 +- include/MNN/expr/Executor.hpp | 15 +- package_scripts/win/build_lib.ps1 | 75 +- package_scripts/win/build_lib_release.ps1 | 38 +- project/ios/MNN.xcodeproj/project.pbxproj | 24 +- pymnn/examples/MNNTrain/simple/grad_loss.py | 22 + .../simple/make_solve_equation_graph.py | 43 + pymnn/pip_package/MNN/nn/__init__.py | 8 + pymnn/pip_package/build_deps.py | 78 +- pymnn/pip_package/setup.py | 78 +- pymnn/src/expr.h | 27 +- pymnn/src/nn.h | 35 + pymnn/src/optim.h | 77 +- schema/current/CaffeOp_generated.h | 6701 ------ schema/current/ExtraInfo_generated.h | 145 - schema/current/MNN_generated.h | 8365 ------- schema/current/TFQuantizeOp_generated.h | 2794 --- schema/current/Tensor_generated.h | 847 - schema/current/TensorflowOp_generated.h | 5712 ----- schema/current/Type_generated.h | 224 - schema/current/UserDefine_generated.h | 850 - schema/default/CaffeOp.fbs | 14 + schema/default/MNN.fbs | 12 +- schema/default/TrainInfo.fbs | 18 + schema/default/UserDefine.fbs | 4 +- source/backend/arm82/Arm82Binary.cpp | 12 +- source/backend/arm82/Arm82Functions.cpp | 99 +- source/backend/arm82/asm/arm32/MNNGeluFP16.S | 6 +- source/backend/arm82/asm/arm64/MNNGeluFP16.S | 7 +- .../asm/arm64/low_memory/MNNAbsMaxFP16.S | 247 + .../arm64/low_memory/MNNDynamicQuantFP16.S | 393 + .../low_memory/MNNGemmHybridInt4FP16_sdot.S | 361 + 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source/backend/cpu/CPUOPRegister.cpp | 15 + source/backend/cpu/CPUQuantizeLinear.cpp | 85 + source/backend/cpu/CPUQuantizeLinear.hpp | 31 + source/backend/cpu/CPURaster.cpp | 32 +- source/backend/cpu/CPUUnary.cpp | 4 +- source/backend/cpu/GridSampler.hpp | 124 + source/backend/cpu/UnaryUtils.hpp | 56 +- .../backend/cpu/arm/CommonOptFunctionNeon.cpp | 34 + .../backend/cpu/arm/arm32/MNNBinaryAddInt8.S | 87 +- .../backend/cpu/arm/arm32/MNNBinaryMulInt8.S | 4 +- .../backend/cpu/arm/arm32/MNNBinarySubInt8.S | 86 +- source/backend/cpu/arm/arm32/MNNGelu.S | 7 +- .../cpu/arm/arm32/MNNTranspose16Bit8x8.S | 135 + .../backend/cpu/arm/arm32/bf16/MNNGelu_BF16.S | 7 +- .../backend/cpu/arm/arm64/MNNBinaryAddInt8.S | 183 +- .../backend/cpu/arm/arm64/MNNBinaryMaxInt8.S | 2 +- .../backend/cpu/arm/arm64/MNNBinaryMinInt8.S | 2 +- .../backend/cpu/arm/arm64/MNNBinaryMulInt8.S | 5 +- .../backend/cpu/arm/arm64/MNNBinarySqdInt8.S | 2 +- .../backend/cpu/arm/arm64/MNNBinarySubInt8.S | 185 +- source/backend/cpu/arm/arm64/MNNGelu.S | 7 +- source/backend/cpu/arm/arm64/MNNSoftmax.S | 2 +- .../cpu/arm/arm64/MNNTranspose16Bit8x8.S | 115 + .../backend/cpu/arm/arm64/bf16/MNNGelu_BF16.S | 7 +- .../cpu/arm/arm64/low_memory/MNNAbsMaxFP32.S | 173 + .../arm64/low_memory/MNNDynamicQuantFP32.S | 155 + .../low_memory/MNNGemmHybridInt4FP32_sdot.S | 232 + .../low_memory/MNNGemmHybridInt4FP32_smmla.S | 373 + .../low_memory/MNNGemmHybridInt8FP32_sdot.S | 209 + .../low_memory/MNNGemmHybridInt8FP32_smmla.S | 314 + .../arm/arm64/low_memory/MNNQuantScaleFP32.S | 102 + .../arm/arm64/low_memory/MNNQuantSumFP32.S | 100 + source/backend/cpu/bf16/BF16Binary.cpp | 12 +- .../backend/cpu/compute/CommonOptFunction.cpp | 286 +- .../backend/cpu/compute/CommonOptFunction.h | 34 +- .../cpu/compute/ConvolutionFloatFactory.cpp | 10 + .../backend/cpu/compute/ConvolutionHybrid.cpp | 363 + .../backend/cpu/compute/ConvolutionHybrid.hpp | 48 + .../cpu/compute/DeconvolutionWithStride.cpp | 2 +- .../compute/DenseConvolutionTiledExecutor.cpp | 22 +- .../compute/DenseConvolutionTiledExecutor.hpp | 2 +- .../backend/cpu/compute/Int8FunctionsOpt.cpp | 44 +- .../cpu/compute/StrassenMatmulComputor.cpp | 9 +- .../cpu/compute/StrassenMatmulComputor.hpp | 1 + source/backend/cpu/x86_x64/AVX2Functions.cpp | 2 + .../cpu/x86_x64/FunctionDispatcher.cpp | 2 + .../cpu/x86_x64/avx/FunctionSummary.hpp | 4 + source/backend/cpu/x86_x64/avx/GemmAVX2.cpp | 173 + .../cpu/x86_x64/avx/PackedFunction.cpp | 10 +- source/backend/cpu/x86_x64/avx/Vec8.hpp | 7 +- .../cpu/x86_x64/avx512/PackedFunction.cpp | 7 +- .../cpu/x86_x64/sse/FunctionSummary.hpp | 4 + .../backend/cpu/x86_x64/sse/GemmFunction.hpp | 158 + source/backend/cpu/x86_x64/sse/GemmSSE.cpp | 7 + .../cpu/x86_x64/sse/ReorderFunctions.cpp | 17 + source/backend/cuda/core/CUDABackend.cpp | 43 +- source/backend/cuda/core/CUDABackend.hpp | 1 + .../backend/cuda/execution/CastExecution.cu | 20 + .../backend/cuda/execution/ConvBaseKernel.cu | 176 +- .../backend/cuda/execution/ConvBaseKernel.cuh | 2 +- .../cuda/execution/ConvCutlassExecution.cu | 8 +- .../execution/ConvSingleInputExecution.cu | 9 +- .../cuda/execution/DeconvBaseKernel.cu | 188 +- .../execution/DeconvSingleInputExecution.cu | 23 +- .../backend/cuda/execution/FuseExecution.cu | 4 + .../backend/cuda/execution/FuseExecutionV2.cu | 180 + .../cuda/execution/FuseExecutionV2.hpp | 15 + .../cuda/execution/GridSampleExecution.cu | 230 +- .../cuda/execution/GridSampleExecution.hpp | 2 + .../backend/cuda/execution/LoopExecution.cu | 116 +- .../backend/cuda/execution/MatMulExecution.cu | 113 + .../cuda/execution/MatMulExecution.hpp | 1 + .../cuda/execution/MultiInputConvExecution.cu | 3 +- source/backend/cuda/execution/Raster.cu | 73 +- source/backend/cuda/execution/Raster.cuh | 1 + .../backend/cuda/execution/SelectExecution.cu | 19 +- .../backend/cuda/execution/TopKV2Execution.cu | 8 +- source/backend/cuda/execution/Transpose.cu | 100 + .../bf16/ConvCutlassBf16Execution.cu | 9 +- .../CutlassGemmCUDACoreFloat16Deconv.cu | 12 +- .../CutlassGemmCUDACoreFloat32Decov.cu | 6 +- .../CutlassGemmTensorCoreDeconv.cu | 18 +- .../tune/GemmTensorCoreFloat16TuneInfer.cu | 1 - source/backend/nnapi/backend/NNAPIBackend.cpp | 1 + .../backend/nnapi/backend/NNAPIOPRegister.cpp | 2 + .../nnapi/execution/NNAPIConvolution.cpp | 45 +- source/backend/opencl/core/BufferPool.cpp | 9 + source/backend/opencl/core/BufferPool.hpp | 1 + source/backend/opencl/core/ImagePool.cpp | 10 + source/backend/opencl/core/ImagePool.hpp | 1 + source/backend/opencl/core/OpenCLBackend.cpp | 3 +- .../opencl/core/OpenCLRunningUtils.cpp | 46 +- .../opencl/core/OpenCLRunningUtils.hpp | 2 + .../opencl/core/runtime/OpenCLRuntime.cpp | 9 +- .../opencl/core/runtime/OpenCLRuntime.hpp | 3 + .../execution/buffer/ConvBufExecution.cpp | 7 +- .../execution/buffer/LoopBufExecution.cpp | 5 +- .../execution/buffer/UnaryBufExecution.cpp | 2 +- .../backend/opencl/execution/cl/argmax_buf.cl | 24 +- source/backend/opencl/execution/cl/loop.cl | 158 +- .../opencl/execution/cl/opencl_program.cc | 8 +- source/backend/opencl/execution/cl/softmax.cl | 4 +- .../opencl/execution/cl/softmax_buf.cl | 4 +- .../opencl/execution/image/LoopExecution.cpp | 7 +- .../opencl/execution/image/UnaryExecution.cpp | 2 +- .../vulkan/buffer/backend/VulkanBackend.cpp | 3 + .../vulkan/buffer/backend/VulkanBackend.hpp | 3 +- .../vulkan/buffer/compiler/AllShader.cpp | 10878 ++++++--- .../vulkan/buffer/compiler/VulkanCodeGen.py | 2 +- .../buffer/compiler/VulkanShaderMap.cpp | 21 +- .../vulkan/buffer/compiler/makeshader.py | 4 + .../vulkan/buffer/execution/VulkanArgMax.hpp | 2 +- .../vulkan/buffer/execution/VulkanBinary.cpp | 17 +- .../vulkan/buffer/execution/VulkanBinary.hpp | 5 +- .../buffer/execution/VulkanConvolution.cpp | 17 +- .../buffer/execution/VulkanConvolution.hpp | 4 +- .../execution/VulkanConvolutionImpl.cpp | 2 +- .../buffer/execution/VulkanDeconvolution.hpp | 2 +- .../vulkan/buffer/execution/VulkanFuse.cpp | 156 + .../buffer/execution/VulkanGridSample.hpp | 2 +- .../buffer/execution/VulkanLayernorm.hpp | 2 +- .../vulkan/buffer/execution/VulkanLoop.cpp | 75 +- .../vulkan/buffer/execution/VulkanMatMul.hpp | 2 +- .../vulkan/buffer/execution/VulkanOneHot.hpp | 2 +- .../vulkan/buffer/execution/VulkanPRelu.hpp | 2 +- .../vulkan/buffer/execution/VulkanPool.hpp | 2 +- .../buffer/execution/VulkanROIPooling.hpp | 2 +- .../vulkan/buffer/execution/VulkanRange.hpp | 2 +- .../vulkan/buffer/execution/VulkanRaster.cpp | 10 +- .../vulkan/buffer/execution/VulkanRaster.hpp | 2 +- .../vulkan/buffer/execution/VulkanReduce.cpp | 15 +- .../vulkan/buffer/execution/VulkanReduce.hpp | 2 +- .../vulkan/buffer/execution/VulkanResize.cpp | 3 +- .../vulkan/buffer/execution/VulkanResize.hpp | 2 +- .../vulkan/buffer/execution/VulkanScale.hpp | 2 +- .../vulkan/buffer/execution/VulkanSelect.hpp | 2 +- .../vulkan/buffer/execution/VulkanSoftmax.hpp | 2 +- .../vulkan/buffer/execution/VulkanUnary.hpp | 2 +- .../vulkan/buffer/execution/glsl/binary.comp | 3 + .../buffer/execution/glsl/binary_blit.comp | 103 + .../glsl/convolutionDepthwiseMali.comp | 89 - .../vulkan/buffer/execution/glsl/macro.json | 23 +- .../vulkan/buffer/execution/glsl/reduce.comp | 43 +- .../buffer/execution/glsl/resizeNearest.comp | 6 + .../backend/vulkan/buffer/shaders/AllShader.h | 42 +- .../vulkan/buffer/shaders/VulkanShaderMap.hpp | 6 + .../backend/vulkan/component/VulkanDevice.cpp | 7 +- .../backend/vulkan/component/VulkanDevice.hpp | 2 +- .../vulkan/component/VulkanFramebuffer.cpp | 18 + .../vulkan/component/VulkanFramebuffer.hpp | 22 + .../backend/vulkan/component/VulkanImage.cpp | 116 +- .../backend/vulkan/component/VulkanImage.hpp | 24 +- .../vulkan/component/VulkanMemoryPool.cpp | 10 - .../vulkan/component/VulkanMemoryPool.hpp | 3 - .../vulkan/component/VulkanPipeline.cpp | 348 +- .../vulkan/component/VulkanPipeline.hpp | 147 +- .../vulkan/component/VulkanRenderPass.cpp | 20 + .../vulkan/component/VulkanRenderPass.hpp | 21 + .../backend/vulkan/component/VulkanTarget.cpp | 159 + .../backend/vulkan/component/VulkanTarget.hpp | 49 + .../vulkan/image/backend/VulkanBackend.cpp | 35 +- .../vulkan/image/backend/VulkanTensor.cpp | 4 +- .../vulkan/image/backend/VulkanTensor.hpp | 2 +- .../vulkan/image/compiler/AllShader.cpp | 214 + .../vulkan/image/compiler/VulkanCodeGen.py | 2 +- .../vulkan/image/compiler/VulkanShaderMap.cpp | 1 + .../vulkan/image/execution/VulkanBinary.cpp | 2 +- .../vulkan/image/execution/VulkanBinary.hpp | 2 +- .../image/execution/VulkanConvolution.cpp | 2 +- .../image/execution/VulkanConvolution.hpp | 6 +- .../image/execution/VulkanConvolutionImpl.cpp | 4 +- .../execution/VulkanConvolutionWinograd.hpp | 4 +- .../image/execution/VulkanDeconvolution.hpp | 4 +- .../VulkanDeconvolutionDepthwise.hpp | 2 +- .../image/execution/VulkanGridSample.hpp | 2 +- .../image/execution/VulkanImageConverter.hpp | 2 +- .../vulkan/image/execution/VulkanMatMul.cpp | 6 +- .../vulkan/image/execution/VulkanMatMul.hpp | 6 +- .../execution/VulkanMatrixMultier4x4.hpp | 2 +- .../vulkan/image/execution/VulkanPool.hpp | 2 +- .../image/execution/VulkanROIPooling.hpp | 2 +- .../vulkan/image/execution/VulkanRaster.cpp | 2 +- .../vulkan/image/execution/VulkanRaster.hpp | 6 +- .../vulkan/image/execution/VulkanReduce.hpp | 2 +- .../vulkan/image/execution/VulkanRelu.cpp | 46 +- .../vulkan/image/execution/VulkanRelu.hpp | 6 +- .../vulkan/image/execution/VulkanResize.cpp | 3 +- .../vulkan/image/execution/VulkanResize.hpp | 2 +- .../vulkan/image/execution/VulkanScale.hpp | 2 +- .../vulkan/image/execution/VulkanSoftmax.hpp | 2 +- .../vulkan/image/execution/VulkanUnary.cpp | 2 +- .../vulkan/image/execution/VulkanUnary.hpp | 2 +- .../vulkan/image/execution/glsl/macro.json | 3 + .../image/execution/glsl/resizeNearest.comp | 6 + .../backend/vulkan/image/shaders/AllShader.h | 2 + .../backend/vulkan/runtime/VulkanRuntime.cpp | 2 +- .../backend/vulkan/runtime/vulkan_wrapper.cpp | 12 +- source/backend/vulkan/vulkan/vulkan_core.h | 18171 +++++++++++----- source/core/Backend.cpp | 3 - source/core/Backend.hpp | 10 +- source/core/BufferAllocator.cpp | 13 +- source/core/OpCommonUtils.cpp | 72 + source/core/OpCommonUtils.hpp | 2 + source/core/Pipeline.cpp | 11 +- source/core/Session.cpp | 5 +- source/core/Tensor.cpp | 2 +- source/core/WrapExecution.cpp | 3 + source/geometry/GeometryBatchMatMul.cpp | 96 +- source/geometry/GeometryConv2D.cpp | 174 +- .../geometry/GeometryConv2DBackPropFilter.cpp | 5 +- source/geometry/GeometryConvUtils.cpp | 165 +- source/geometry/GeometryConvUtils.hpp | 2 +- source/geometry/GeometryDilation2D.cpp | 5 +- source/math/Vec.hpp | 62 +- source/shape/ShapeCast.cpp | 10 + source/shape/ShapeGridSample.cpp | 24 +- source/shape/ShapeMatMul.cpp | 91 +- source/shape/ShapeRegister.cpp | 12 + source/shape/SizeComputer.hpp | 14 + test/grad/BinaryGradTest.cpp | 11 +- test/grad/ReLU6GradTest.cpp | 70 +- test/grad/UnaryGradTest.cpp | 2 +- test/main.cpp | 3 +- test/op/BatchMatMulTest.cpp | 35 + test/op/ZerosLikeTest.cpp | 4 + tools/converter/include/cli.hpp | 5 - tools/converter/include/commonKit.hpp | 18 + tools/converter/source/common/cli.cpp | 120 + .../source/common/convertToStaticModel.cpp | 8 +- tools/converter/source/common/writeFb.cpp | 13 +- .../source/compression/PipelineBuilder.cpp | 17 +- tools/converter/source/onnx/RenderOnnx.cpp | 78 + .../converter/source/onnx/onnxOpConverter.cpp | 6 +- .../source/optimizer/PostConverter.cpp | 21 +- tools/converter/source/optimizer/Program.cpp | 31 +- tools/converter/source/optimizer/Program.hpp | 5 +- .../source/optimizer/TemplateMerge.cpp | 16 +- .../source/optimizer/TemplateMerge.hpp | 5 +- ...BinaryDeQuantizeLinearFuseToBinaryInt8.cpp | 120 + .../merge/CastFuseToQuantizeLinear.cpp | 81 + .../optimizer/merge/Conv1dSqueezeMove.cpp | 13 +- .../merge/ConvBNReluFuseToConvInt8.cpp | 14 +- .../ConvDeQuantizeLinearFuseToConvInt8.cpp | 81 + .../optimizer/merge/ConvertMatMulToConv2D.cpp | 50 +- .../ReluDequantizeLinearFuseToConvInt8.cpp | 109 + .../source/optimizer/onnxextra/OnnxClip.cpp | 126 +- .../onnxextra/OnnxConvolutionMerge.cpp | 108 +- .../onnxextra/OnnxDeQuantizeLinear.cpp | 88 + .../optimizer/onnxextra/OnnxLSTMMerge.cpp | 2 +- .../onnxextra/OnnxQuantizeLinear.cpp | 89 + .../converter/user_provide_quant_params.json | 68 + tools/cpp/ExprDebug.hpp | 4 +- tools/cpp/ModuleBasic.cpp | 70 +- tools/quantization/calibration.cpp | 16 +- tools/quantization/calibration.hpp | 2 +- tools/script/make_test_for_mnn.py | 52 + tools/script/register.py | 99 +- tools/train/CMakeLists.txt | 39 +- tools/train/README_CN.md | 55 +- tools/train/source/exec/dataTransformer.cpp | 184 - tools/train/source/exec/extractForInfer.cpp | 403 + tools/train/source/exec/rawDataTransform.cpp | 125 - tools/train/source/exec/train.cpp | 320 - .../source/exec/transformerExecution.cpp | 331 +- tools/train/source/grad/BinaryGrad.cpp | 3 +- tools/train/source/grad/GridSampleGrad.cpp | 15 +- tools/train/source/grad/LoopGrad.cpp | 1 + tools/train/source/grad/OpGrad.cpp | 70 +- tools/train/source/grad/OpGrad.hpp | 5 +- tools/train/source/grad/RasterGrad.cpp | 39 +- tools/train/source/grad/ReluGrad.cpp | 8 +- tools/train/source/grad/RenderGrad.cpp | 33 + tools/train/source/grad/SelectGrad.cpp | 26 +- tools/train/source/grad/UnaryGrad.cpp | 6 +- tools/train/source/optimizer/ADAM.cpp | 74 + tools/train/source/optimizer/ADAM.hpp | 1 + .../source/optimizer/ParameterOptimizer.cpp | 139 +- .../source/optimizer/ParameterOptimizer.hpp | 9 + tools/train/source/optimizer/SGD.cpp | 56 +- tools/train/source/optimizer/SGD.hpp | 1 + .../train/source/transformer/OpConverter.cpp | 43 +- .../train/source/transformer/OpConverter.hpp | 20 +- .../train/source/transformer/Transformer.cpp | 4 +- .../train/source/transformer/Transformer.hpp | 5 +- 351 files changed, 33837 insertions(+), 37645 deletions(-) create mode 100644 pymnn/examples/MNNTrain/simple/grad_loss.py create mode 100644 pymnn/examples/MNNTrain/simple/make_solve_equation_graph.py delete mode 100644 schema/current/CaffeOp_generated.h delete mode 100644 schema/current/ExtraInfo_generated.h delete mode 100644 schema/current/MNN_generated.h delete mode 100644 schema/current/TFQuantizeOp_generated.h delete mode 100644 schema/current/Tensor_generated.h delete mode 100644 schema/current/TensorflowOp_generated.h delete mode 100644 schema/current/Type_generated.h delete mode 100644 schema/current/UserDefine_generated.h create mode 100644 schema/default/TrainInfo.fbs create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNAbsMaxFP16.S create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNDynamicQuantFP16.S create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_sdot.S create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_smmla.S create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_sdot.S create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_smmla.S create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNQuantScaleFP16.S create mode 100644 source/backend/arm82/asm/arm64/low_memory/MNNQuantSumFP16.S create mode 100644 source/backend/cpu/CPUDequantizeLinear.cpp create mode 100644 source/backend/cpu/CPUDequantizeLinear.hpp create mode 100644 source/backend/cpu/CPUQuantizeLinear.cpp create mode 100644 source/backend/cpu/CPUQuantizeLinear.hpp create mode 100644 source/backend/cpu/GridSampler.hpp create mode 100644 source/backend/cpu/arm/arm32/MNNTranspose16Bit8x8.S create mode 100644 source/backend/cpu/arm/arm64/MNNTranspose16Bit8x8.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNAbsMaxFP32.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNDynamicQuantFP32.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_sdot.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_smmla.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_sdot.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_smmla.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNQuantScaleFP32.S create mode 100644 source/backend/cpu/arm/arm64/low_memory/MNNQuantSumFP32.S create mode 100644 source/backend/cpu/compute/ConvolutionHybrid.cpp create mode 100644 source/backend/cpu/compute/ConvolutionHybrid.hpp create mode 100644 source/backend/cuda/execution/FuseExecutionV2.cu create mode 100644 source/backend/cuda/execution/FuseExecutionV2.hpp create mode 100644 source/backend/vulkan/buffer/execution/VulkanFuse.cpp create mode 100644 source/backend/vulkan/buffer/execution/glsl/binary_blit.comp delete mode 100644 source/backend/vulkan/buffer/execution/glsl/convolutionDepthwiseMali.comp create mode 100644 source/backend/vulkan/component/VulkanFramebuffer.cpp create mode 100644 source/backend/vulkan/component/VulkanFramebuffer.hpp create mode 100644 source/backend/vulkan/component/VulkanRenderPass.cpp create mode 100644 source/backend/vulkan/component/VulkanRenderPass.hpp create mode 100644 source/backend/vulkan/component/VulkanTarget.cpp create mode 100644 source/backend/vulkan/component/VulkanTarget.hpp create mode 100644 tools/converter/include/commonKit.hpp create mode 100644 tools/converter/source/onnx/RenderOnnx.cpp create mode 100644 tools/converter/source/optimizer/merge/BinaryDeQuantizeLinearFuseToBinaryInt8.cpp create mode 100644 tools/converter/source/optimizer/merge/CastFuseToQuantizeLinear.cpp create mode 100644 tools/converter/source/optimizer/merge/ConvDeQuantizeLinearFuseToConvInt8.cpp create mode 100644 tools/converter/source/optimizer/merge/ReluDequantizeLinearFuseToConvInt8.cpp create mode 100644 tools/converter/source/optimizer/onnxextra/OnnxDeQuantizeLinear.cpp create mode 100644 tools/converter/source/optimizer/onnxextra/OnnxQuantizeLinear.cpp create mode 100644 tools/converter/user_provide_quant_params.json create mode 100644 tools/script/make_test_for_mnn.py delete mode 100644 tools/train/source/exec/dataTransformer.cpp create mode 100644 tools/train/source/exec/extractForInfer.cpp delete mode 100644 tools/train/source/exec/rawDataTransform.cpp delete mode 100644 tools/train/source/exec/train.cpp create mode 100644 tools/train/source/grad/RenderGrad.cpp diff --git a/CMakeLists.txt b/CMakeLists.txt index e5e979117..11a4d3a6a 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -43,6 +43,7 @@ option(MNN_SUPPORT_DEPRECATED_OP "Enable MNN's tflite quantized op" ON) option(MNN_DEBUG_MEMORY "MNN Debug Memory Access" OFF) option(MNN_DEBUG_TENSOR_SIZE "Enable Tensor Size" OFF) option(MNN_GPU_TRACE "Enable MNN Gpu Debug" OFF) +option(MNN_SUPPORT_RENDER "Enable MNN Render Ops" OFF) option(MNN_PORTABLE_BUILD "Link the static version of third party libraries where possible to improve the portability of built executables" OFF) option(MNN_SEP_BUILD "Build MNN Backends and expression separately. Only works with MNN_BUILD_SHARED_LIBS=ON" ON) option(NATIVE_LIBRARY_OUTPUT "Native Library Path" OFF) @@ -162,6 +163,9 @@ endif() if(MNN_SUPPORT_DEPRECATED_OP) add_definitions(-DMNN_SUPPORT_DEPRECATED_OP) endif() +if(MNN_SUPPORT_RENDER) + add_definitions(-DMNN_SUPPORT_RENDER) +endif() # debug options if(MNN_DEBUG_MEMORY) @@ -372,7 +376,7 @@ list(APPEND MNN_OBJECTS_TO_LINK $) list(APPEND MNN_TARGETS MNNMath) # Transform -FILE(GLOB MNN_Transform_SRC ${CMAKE_CURRENT_LIST_DIR}/source/shape/* ${CMAKE_CURRENT_LIST_DIR}/source/geometry/*) +FILE(GLOB_RECURSE MNN_Transform_SRC ${CMAKE_CURRENT_LIST_DIR}/source/shape/* ${CMAKE_CURRENT_LIST_DIR}/source/geometry/*) add_library(MNNTransform OBJECT ${MNN_Transform_SRC}) IF (NOT MNN_BUILD_MINI) list(APPEND MNN_OBJECTS_TO_LINK $) @@ -601,9 +605,12 @@ IF(MNN_BUILD_TRAIN OR MNN_BUILD_QUANTOOLS) add_subdirectory(tools/train) IF(MNN_SEP_BUILD) list(APPEND MNN_DEPS MNNTrain) + list(APPEND MNN_DEPS MNNTrainUtils) ELSE() list(APPEND MNN_TARGETS MNNTrain) + list(APPEND MNN_TARGETS MNNTrainUtils) list(APPEND MNN_OBJECTS_TO_LINK $) + list(APPEND MNN_OBJECTS_TO_LINK $) ENDIF() ENDIF() diff --git a/docs/compile/cmake.md b/docs/compile/cmake.md index 5b4f1923f..c4d1588d6 100644 --- a/docs/compile/cmake.md +++ b/docs/compile/cmake.md @@ -63,11 +63,8 @@ MNN使用CMake构建项目，CMake中的宏定义列表如下： | MNN_VULKAN_DEBUG | 是否打开Vulkan的DEBUG模式，该宏仅在`MNN_VULKAN=ON`时生效，默认为`OFF` | | MNN_OPENGL_REGEN | 是否重新生成OpenGL Kenel，该宏仅在`MNN_OPENGL=ON`时生效，默认为`OFF` | | MNN_TRT_DYNAMIC | 是否通过dlopen的方式引入TRT的动态库，该宏仅在`MNN_TENSORRT=ON`时生效，默认为`OFF | -| TF_CONVERT_ORIGIN | 构建的`MNNConvert`是否使用原始TF转换模式，该宏仅在`MNN_BUILD_CONVERTER=ON`时生效，默认为`OFF` | -| TFMODEL_OPTIMIZE | 构建的`MNNConvert`是否对Tensorflow模型执行优化，该宏仅在`MNN_BUILD_CONVERTER=ON`时生效，默认为`OFF` | | MNN_BUILD_TORCH | 构建的`MNNConvert`是否支持`TorchScript`，该宏仅在`MNN_BUILD_CONVERTER=ON`时生效，默认为`OFF` | | MNN_TRAIN_DEBUG | 构建的训练模块是否支持调试，该宏仅在`MNN_BUILD_TRAIN=ON`时生效，默认为`OFF` | -| MNN_BUILD_TRAIN_MINI | 构建删减版训练模块，不构建`Dataset`与`model`，该宏仅在`MNN_BUILD_TRAIN=ON`时生效，默认为`OFF` | | MNN_USE_OPENCV | 构建的训练Demo是否使用`OpenCV`依赖，该宏仅在`MNN_BUILD_TRAIN=ON`时生效，默认为`OFF` | | MNN_IMGPROC_COLOR | 构建MNN的OpenCV功能是否开启`颜色空间转换`，默认为`ON` | | MNN_IMGPROC_GEOMETRIC | 构建MNN的OpenCV功能是否开启`形变`，默认为`ON` | @@ -83,4 +80,5 @@ MNN使用CMake构建项目，CMake中的宏定义列表如下： | MNN_OPENCV_BENCH | 构建MNN的OpenCV功能是否开启性能benchmark，默认为`OFF` | | MNN_VULKAN_IMAGE | 构建MNN的Vulkan后端时采用Image内存模式，以便支持FP16和部分移动端上GPU的加速，默认为`ON` | | MNN_LOW_MEMORY | 是否支持低内存模式，支持低内存模式使用权值量化模型并设置`low_memory`则会使用计算时反量化，默认为`OFF` | +| MNN_SUPPORT_RENDER | 是否支持图形渲染相关算子实现，默认为 `OFF` | | MNN_BUILD_LLM | 是否构建基于MNN的llm库和demo，默认为`OFF` | diff --git a/docs/compile/pymnn.md b/docs/compile/pymnn.md index a7cff5c31..311d5efd2 100644 --- a/docs/compile/pymnn.md +++ b/docs/compile/pymnn.md @@ -2,8 +2,8 @@ ## 本地安装 ```bash cd /path/to/MNN/pymnn/pip_package -python build_deps.py -python setup.py install --version {MNN版本} +python build_deps.py {MNN依赖包组合} #internal,cuda,trt,cuda_tune,opencl,vulkan,render,no_sse,torch这几个字符串的任意组合，例如字符串可为:"cuda,reder,no_sse" +python setup.py install --version {MNN版本} --deps {MNN依赖包组合} ``` ## 构建Python Wheel包 - Linux @@ -41,4 +41,4 @@ python setup.py install --version {MNN版本} .\package_scripts\win\build_whl.ps1 -version {MNN版本} -backends "opencl,vulkan" -path MNN-CPU-OPENCL/py_whl/x64 -pyenvs "py27,py37,py38,py39" # CPU+OpenCL+Vulkan，32位编译 .\package_scripts\win\build_whl.ps1 -version {MNN版本} -backends "opencl,vulkan" -x86 -path MNN-CPU-OPENCL/py_whl/x86 -pyenvs "py27-win32,py37-win32,py38-win32,py39-win32" - ``` \ No newline at end of file + ``` diff --git a/docs/compile/tools.md b/docs/compile/tools.md index f4ab75581..4364d0775 100644 --- a/docs/compile/tools.md +++ b/docs/compile/tools.md @@ -29,10 +29,8 @@ - 编译产物 - `MNNTrain` 训练框架库 - `runTrainDemo.out` 运行训练框架demo的入口程序 - - `transformer.out` 训练模型转换器 - - `train.out` 训练功能入口程序 - - `rawDataTransform.out` 将json文件转换为flatbuffers文件 - - `dataTransformer.out` 将图片转换为flatbuffers文件 + - `transformer` 训练模型转换器，将推理用的MNN模型转换为执行训练的MNN模型 + - `extractForInfer` 从执行训练的MNN模型中提取参数，对应更新推理用的MNN模型 ## 测试工具 - 相关编译选项 - `MNN_BUILD_TOOL` 是否编译测试工具 diff --git a/docs/inference/module.md b/docs/inference/module.md index 48cf1c020..47b04dbec 100644 --- a/docs/inference/module.md +++ b/docs/inference/module.md @@ -56,6 +56,41 @@ std::unique_ptr module; // module module.reset(Module::load(input_names, output_names, model_filename.c_str(), rtMgr, &mdconfig)); ``` +### Module::Config +创建`Module`时可传入`Module::Config`，具体结构如下： + +```cpp +struct Config { + // Load module as dynamic, default static + bool dynamic = false; + + // for static mode, if the shape is mutable, set true, otherwise set false to avoid resizeSession freqencily + bool shapeMutable = true; + // Pre-rearrange weights or not. Disabled by default. + // The weights will be rearranged in a general way, so the best implementation + // may not be adopted if `rearrange` is enabled. + bool rearrange = false; + + BackendInfo* backend = nullptr; +}; +``` + +#### dynamic +- 默认为 false ，输出的变量为const ，只能得到数据 +- 若 dynamic = true ，加载出的模型将按动态图方式运行，会增加额外构图耗时，但可以保存输出变量的计算路径，存成模型 +- 若 dynamic = true ，后面的 shapeMutable / rearrange 不再生效 + +#### shapeMutable +- 默认为 true ，表示输入形状易变，将延迟进行形状相关计算 +- 设置为 false 时，会提前申请内存，在 onForward 时做输入数据的拷贝而不是直接使用指针 + +#### rearrange +- 若为 true ，在创建 Module 时会预先创建卷积算子，做权重重排，以降低运行时的内存 +- 目前只支持 CPU 和 CUDA 后端 + +#### backend +已经废弃，不要设置此项 + ### 获取模型信息 调用`getInfo`函数可获取`Module`信息，可以参考代码：`tools/cpp/GetMNNInfo.cpp`，[工具](../tools/test.html#getmnninfo) ```cpp diff --git a/docs/pymnn/expr.md b/docs/pymnn/expr.md index 27ec00865..f6c34a2fc 100644 --- a/docs/pymnn/expr.md +++ b/docs/pymnn/expr.md @@ -145,6 +145,52 @@ array([0., 1., 2., 3.], dtype=float32) 'Input' ``` --- +### `set_lazy_mode(mode)` +设置惰性计算的模式，仅在开启惰性求值的状态下生效， + +- 0 : 所有计算均延迟执行 +- 1 : 立即进行几何计算，内容计算延迟执行，适用于构建静态模型或训练时求导 + +默认为0 + + +参数： +- `x:int` 模式类型 + +返回：`None` + +返回类型：`None` + +示例： +```python +>>> expr.lazy_eval(True) +>>> expr.set_lazy_mode(0) +>>> y = expr.concat([x], -1) +>>> expr.save([y], "concat.mnn") # 模型中为 concat 算子 +>>> expr.set_lazy_mode(1) +>>> y = expr.concat([x], -1) +>>> expr.save([y], "concat_static.mnn") # 模型中为 raster 算子 +``` + +--- +### `set_global_executor_config(backend, precision, threadnum)` +设置expr运行后端、精度、线程数(gpu代表mode)： + +参数： +- `backend:int` 例如：0->CPU 1->Metal 2->CUDA 3->OPENCL +- `precision:int` 例如：0—>Normal 1->High 2->Low +- `threadnum:int` 例如：CPU表示线程数 GPU表示Mode + +返回：`None` + +返回类型：`None` + +示例： + +```python +>>> expr.set_global_executor_config(2, 2, 1) +``` +--- ### `sign(x)` 返回输入值的符号，正数返回1，负数返回-1 @@ -3054,4 +3100,4 @@ dict_keys(['conv1', 'conv2_1/dw', 'conv2_1/sep', 'conv2_2/dw', 'conv2_2/sep', 'c dict_keys(['data']) >>> outputs.keys() dict_keys(['prob']) -``` \ No newline at end of file +``` diff --git a/docs/tools/test.md b/docs/tools/test.md index 230817741..d775f529d 100644 --- a/docs/tools/test.md +++ b/docs/tools/test.md @@ -87,11 +87,12 @@ Avg= 5.570600 ms, OpSum = 7.059200 ms min= 3.863000 ms, max= 11.596001 ms - 16 : 适用于使用 GPU 的情况，由 MNN 优先选择 CPU 运行，并将 GPU 的 tuning 信息存到 cache 文件，所有算子 tuning 完成则启用 GPU - 32 : rearrange 设为 true ，降低模型加载后的内存大小，但会增加模型加载的初始化时间 - 64 : 创建模型后，clone 出一个新的模型运行，用于测试 clone 功能（主要用于多并发推理）的正确性 +- 128 : 使用文件夹下面的 input.mnn 和 output.mnn 做为输入和对比输出，对于数据量较大的情况宜用此方案 ### 示例 ```bash -$ python ../tools/script/fastTestOnnx.py mobilenetv2-7.onnx +$ python ../tools/script/testMNNFromOnnx.py mobilenetv2-7.onnx $ ./ModuleBasic.out mobilenetv2-7.mnn onnx 0 0 10 Test mobilenetv2-7.mnn from input info: onnx input @@ -114,7 +115,7 @@ Avg= 9.946699 ms, min= 9.472000 ms, max= 10.227000 ms - `model:str` 模型文件路径 - `forwardType:int` 执行推理的计算设备，有效值为：0（CPU）、1（Metal）、2（CUDA）、3（OpenCL）、6（OpenGL），7(Vulkan) ，9 (TensorRT) - `shapeMutable:int` 输入形状是否可变 -- `dir_n:str` 输入输出信息文件夹，可使用 fastTestOnnx.py / fastTestTf.py / fastTestTflite.py 等脚本生成，参考模型转换的正确性校验部分 +- `dir_n:str` 输入输出信息文件夹，可使用 testMNNFromOnnx.py 等脚本生成，参考模型转换的正确性校验部分 ```bash ./SequenceModuleTest.out transformer.mnn 0 1 tr tr1 tr2 tr3 tr4 > error.txt ``` diff --git a/express/Executor.cpp b/express/Executor.cpp index 195ee1105..6388ce6ab 100644 --- a/express/Executor.cpp +++ b/express/Executor.cpp @@ -145,6 +145,7 @@ std::shared_ptr Executor::getGlobalExecutor() { info.type = MNN_FORWARD_CPU; info.numThread = 1; std::shared_ptr bn(creator->onCreate(info)); + bn->setAllocatorType(info.allocator); gExecutor = new std::shared_ptr(new Executor(bn, MNN_FORWARD_CPU, 1)); }); return *gExecutor; @@ -668,10 +669,9 @@ std::shared_ptr Executor::findSubGraph(const std::string& su } return iter->second; } -void Executor::setLazyComputeMode(LazyMode mode) { +void Executor::setLazyComputeMode(uint32_t mode) { mLazyMode = mode; } - } // namespace Express } // namespace MNN diff --git a/express/Expr.cpp b/express/Expr.cpp index 72f3e0d44..7297a0617 100644 --- a/express/Expr.cpp +++ b/express/Expr.cpp @@ -193,8 +193,11 @@ EXPRP Expr::create(std::shared_ptr extra, std::vector&& inp expr->mStorage = extra; expr->mOp = flatbuffers::GetRoot(extra->buffer()); expr->mInputs = std::move(inputs); - expr->mInside->mReq = ExecutorScope::Current()->getRequirement(expr.get()); - _addLinkForInputs(expr); + auto exe = ExecutorScope::Current(); + expr->mInside->mReq = exe->getRequirement(expr.get()); + if (!(exe->getLazyMode() & Executor::LAZY_COMPUTE_ONCE)) { + _addLinkForInputs(expr); + } return expr; } @@ -350,7 +353,7 @@ VARP Variable::create(EXPRP expr, int index) { } // CONTENT Mode do { - if (executor->getLazyMode() != Executor::LAZY_CONTENT) { + if (!(executor->getLazyMode() & Executor::LAZY_CONTENT)) { break; } if (expr->get() == nullptr) { @@ -1016,7 +1019,6 @@ blob->dataType = DataType_DT_##TYPE; void Variable::save(const std::vector& vars, NetT* dest) { auto executeOrder = getExecuteOrder(vars); - // Search subgraphs std::map> subgraphs; auto exe = ExecutorScope::Current(); @@ -1086,15 +1088,9 @@ void Variable::save(const std::vector& vars, NetT* dest) { blob->dataFormat = (MNN_DATA_FORMAT)Utils::convertFormat(info.order); blob->dims = info.dim; if (info.type.code == halide_type_float) { - if (info.type.bits == 16) { - blob->dataType = DataType_DT_BFLOAT16; - blob->uint8s.resize(info.size * 2); - ::memcpy(blob->uint8s.data(), ptr, info.size * sizeof(int16_t)); - } else { - blob->dataType = DataType_DT_FLOAT; - blob->float32s.resize(info.size); - ::memcpy(blob->float32s.data(), ptr, info.size * sizeof(float)); - } + blob->dataType = DataType_DT_FLOAT; + blob->float32s.resize(info.size); + ::memcpy(blob->float32s.data(), ptr, info.size * sizeof(float)); } else if (info.type.code == halide_type_int && info.type.bits == 32) { blob->dataType = DataType_DT_INT32; blob->int32s.resize(info.size); @@ -1107,6 +1103,10 @@ void Variable::save(const std::vector& vars, NetT* dest) { blob->dataType = DataType_DT_UINT8; blob->uint8s.resize(info.size); ::memcpy(blob->uint8s.data(), ptr, info.size * sizeof(uint8_t)); + } else if (info.type.code == halide_type_bfloat && info.type.bits == 16) { + blob->dataType = DataType_DT_BFLOAT16; + blob->uint8s.resize(info.size * 2); + ::memcpy(blob->uint8s.data(), ptr, info.size * sizeof(int16_t)); } op->type = OpType_Const; if (expr->mType == VARP::TRAINABLE) { @@ -1163,12 +1163,14 @@ void Variable::save(const std::vector& vars, NetT* dest) { dest->tensorName[subindex] = op->name + numberToString(v); } } - if (staticModel) { - auto tensor = expr->inside()->mOutputTensors[v]; + auto tensor = expr->inside()->mOutputTensors[v]; + + if (staticModel || TensorUtils::getDescribe(tensor)->quantAttr) { auto des = TensorUtils::getDescribe(tensor); auto describe = std::unique_ptr(new MNN::TensorDescribeT); describe->index = varIndexInfo[expr] + v; describe->blob = std::unique_ptr(new MNN::BlobT); + describe->name = dest->tensorName[subindex]; auto& blob = describe->blob; blob->dataFormat = des->dimensionFormat; if (tensor->getType() == halide_type_of()) { @@ -1190,18 +1192,20 @@ void Variable::save(const std::vector& vars, NetT* dest) { describe->quantInfo->zero = tensorDes->quantAttr->zero; describe->quantInfo->scale = tensorDes->quantAttr->scale; } - for (auto& reg : des->regions) { - auto regionT = std::unique_ptr(new MNN::RegionT); - regionT->src = std::unique_ptr(new MNN::ViewT); - regionT->dst = std::unique_ptr(new MNN::ViewT); - regionT->src->offset = reg.src.offset; - regionT->dst->offset = reg.dst.offset; - for (int s = 0; s < 3; s++) { - regionT->src->stride.push_back(reg.src.stride[s]); - regionT->dst->stride.push_back(reg.dst.stride[s]); - regionT->size.push_back(reg.size[s]); + if (staticModel) { + for (auto& reg : des->regions) { + auto regionT = std::unique_ptr(new MNN::RegionT); + regionT->src = std::unique_ptr(new MNN::ViewT); + regionT->dst = std::unique_ptr(new MNN::ViewT); + regionT->src->offset = reg.src.offset; + regionT->dst->offset = reg.dst.offset; + for (int s = 0; s < 3; s++) { + regionT->src->stride.push_back(reg.src.stride[s]); + regionT->dst->stride.push_back(reg.dst.stride[s]); + regionT->size.push_back(reg.size[s]); + } + describe->regions.emplace_back(std::move(regionT)); } - describe->regions.emplace_back(std::move(regionT)); } dest->extraTensorDescribe.emplace_back(std::move(describe)); } diff --git a/express/NeuralNetWorkOp.cpp b/express/NeuralNetWorkOp.cpp index fe84661ca..09715e17b 100644 --- a/express/NeuralNetWorkOp.cpp +++ b/express/NeuralNetWorkOp.cpp @@ -1327,7 +1327,6 @@ VARP _Range(VARP start, VARP limit, VARP delta) { std::unique_ptr op(new OpT); op->type = OpType_Range; auto rangeParam = new RangeT; - rangeParam->Tidx = (MNN::DataType)Utils::convertDataType(start->getInfo()->type); op->main.type = OpParameter_Range; op->main.value = rangeParam; return Variable::create(Expr::create(std::move(op), {start, limit, delta})); diff --git a/express/Utils.cpp b/express/Utils.cpp index b4bf18896..0edf28da0 100644 --- a/express/Utils.cpp +++ b/express/Utils.cpp @@ -81,7 +81,7 @@ halide_type_t Utils::revertDataType(DataType dataType) { CONVERT(DataType_DT_UINT8, halide_type_of(), dataType); CONVERT(DataType_DT_INT8, halide_type_of(), dataType); CONVERT(DataType_DT_HALF, halide_type_of(), dataType); - CONVERT(DataType_DT_BFLOAT16, halide_type_t(halide_type_float, 16), dataType); + CONVERT(DataType_DT_BFLOAT16, halide_type_t(halide_type_bfloat, 16), dataType); return halide_type_of(); } Express::Dimensionformat Utils::revertFormat(int format) { diff --git a/express/module/PipelineModule.cpp b/express/module/PipelineModule.cpp index c7b1edb44..ad1f7c1d3 100644 --- a/express/module/PipelineModule.cpp +++ b/express/module/PipelineModule.cpp @@ -518,7 +518,7 @@ static Module* _createSubModule(std::shared_ptr bufferStorage, co scheduleInfo.defaultBackend = sharedConst->defaultBackend; scheduleInfo.constReplaceBackend = sharedConst->constReplaceBackend; scheduleInfo.allTensors = sharedConst->allTensors; - initTensors(scheduleInfo.allTensors, net); + scheduleInfo.validForResize = initTensors(scheduleInfo.allTensors, net); std::vector oplists; std::vector ops; ops.reserve(info.opList.size()); diff --git a/express/module/StaticModule.cpp b/express/module/StaticModule.cpp index c4e117d43..24d45ff8a 100644 --- a/express/module/StaticModule.cpp +++ b/express/module/StaticModule.cpp @@ -367,7 +367,11 @@ std::vector StaticModule::onForward(const std::vectormUseContentInputs) { mSession->setNeedResize(); } - mSession->resize(); + auto code = mSession->resize(); + if (NO_ERROR != code) { + FUNC_PRINT(code); + return {}; + } } else { // Resize for (int i = 0; i < inputs.size(); ++i) { diff --git a/include/MNN/HalideRuntime.h b/include/MNN/HalideRuntime.h index ff9f9b5e8..aeca7d919 100644 --- a/include/MNN/HalideRuntime.h +++ b/include/MNN/HalideRuntime.h @@ -60,8 +60,9 @@ typedef enum halide_type_code_t { halide_type_int = 0, //!< signed integers halide_type_uint = 1, //!< unsigned integers - halide_type_float = 2, //!< floating point numbers - halide_type_handle = 3 //!< opaque pointer type (void *) + halide_type_float = 2, //!< IEEE floating point numbers + halide_type_handle = 3, //!< opaque pointer type (void *) + halide_type_bfloat = 4 //!< floating point numbers in the bfloat format } halide_type_code_t; // Note that while __attribute__ can go before or after the declaration, diff --git a/include/MNN/MNNDefine.h b/include/MNN/MNNDefine.h index 40d816300..b64ae41f9 100644 --- a/include/MNN/MNNDefine.h +++ b/include/MNN/MNNDefine.h @@ -68,7 +68,7 @@ MNN_ERROR("Check failed: %s ==> %s\n", #success, #log); \ #define STR_IMP(x) #x #define STR(x) STR_IMP(x) #define MNN_VERSION_MAJOR 2 -#define MNN_VERSION_MINOR 7 -#define MNN_VERSION_PATCH 2 +#define MNN_VERSION_MINOR 8 +#define MNN_VERSION_PATCH 0 #define MNN_VERSION STR(MNN_VERSION_MAJOR) "." STR(MNN_VERSION_MINOR) "." STR(MNN_VERSION_PATCH) #endif /* MNNDefine_h */ diff --git a/include/MNN/expr/Executor.hpp b/include/MNN/expr/Executor.hpp index 22503b1dd..3ca0d9e19 100644 --- a/include/MNN/expr/Executor.hpp +++ b/include/MNN/expr/Executor.hpp @@ -40,16 +40,17 @@ class MNN_PUBLIC Executor { bool lazyEval = true; enum LazyMode { - // Don't compute at all until user needed. - LAZY_FULL, - + LAZY_FULL = 0, // Don't compute content until user needed. - LAZY_CONTENT + LAZY_CONTENT = 1 << 0, + + // Expr can only compute once, it can reduce the create cost of expr + LAZY_COMPUTE_ONCE = 1 << 1, }; - LazyMode getLazyMode() const { + uint32_t getLazyMode() const { return mLazyMode; } - void setLazyComputeMode(LazyMode mode); + void setLazyComputeMode(uint32_t mode); void setGlobalExecutorConfig(MNNForwardType type, const BackendConfig& config, int numberThread); int getCurrentRuntimeStatus(RuntimeStatus statusEnum); enum GCFlag { @@ -139,7 +140,7 @@ class MNN_PUBLIC Executor { RuntimeInfo mRuntimeInfo; std::shared_ptr mDebug; std::map> mSubGraph; - LazyMode mLazyMode = LAZY_FULL; + uint32_t mLazyMode = 0; std::shared_ptr mAttr; std::mutex mMutex; }; diff --git a/package_scripts/win/build_lib.ps1 b/package_scripts/win/build_lib.ps1 index f84cd13d9..15ba254e4 100644 --- a/package_scripts/win/build_lib.ps1 +++ b/package_scripts/win/build_lib.ps1 @@ -42,6 +42,7 @@ mkdir -p Debug\Dynamic\MD, Debug\Dynamic\MT, Debug\Static\MD, Debug\Static\MT, R popd $CMAKE_ARGS = "-DMNN_SEP_BUILD=OFF -DMNN_BUILD_TRAIN=ON -DMNN_BUILD_OPENCV=ON -DMNN_IMGCODECS=ON -DMNN_AVX512=ON" +$ONLY_DYNAMIC_MT = $False if ($backends -ne $null) { Foreach ($backend in $backends.Split(",")) { if ($backend -eq "opencl") { @@ -50,6 +51,7 @@ if ($backends -ne $null) { $CMAKE_ARGS = "$CMAKE_ARGS -DMNN_VULKAN=ON" } elseif ($backend -eq "cuda") { $CMAKE_ARGS = "$CMAKE_ARGS -DMNN_CUDA=ON" + $ONLY_DYNAMIC_MT = $True } } } @@ -90,26 +92,28 @@ Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Debug -DMNN_WIN_RUNTIME_MT= cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Debug\Dynamic\MT rm MNN.* -##### Debug/Dynamic/MD #### -log "Debug/Dynamic/MD" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Debug -DMNN_WIN_RUNTIME_MT=OFF .." -cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Debug\Dynamic\MD -rm MNN.* +if ($ONLY_DYNAMIC_MT -eq $False) { + ##### Debug/Dynamic/MD #### + log "Debug/Dynamic/MD" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Debug -DMNN_WIN_RUNTIME_MT=OFF .." + cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Debug\Dynamic\MD + rm MNN.* -##### Debug/Static/MT #### -log "Debug/Static/MT" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Debug -DMNN_WIN_RUNTIME_MT=ON -DMNN_BUILD_SHARED_LIBS=OFF .." -cp MNN.lib $PACKAGE_LIB_PATH\Debug\Static\MT -rm MNN.* + ##### Debug/Static/MT #### + log "Debug/Static/MT" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Debug -DMNN_WIN_RUNTIME_MT=ON -DMNN_BUILD_SHARED_LIBS=OFF .." + cp MNN.lib $PACKAGE_LIB_PATH\Debug\Static\MT + rm MNN.* -##### Debug/Static/MD #### -log "Debug/Static/MD" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Debug -DMNN_WIN_RUNTIME_MT=OFF -DMNN_BUILD_SHARED_LIBS=OFF .." -cp MNN.lib $PACKAGE_LIB_PATH\Debug\Static\MD -rm MNN.* + ##### Debug/Static/MD #### + log "Debug/Static/MD" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Debug -DMNN_WIN_RUNTIME_MT=OFF -DMNN_BUILD_SHARED_LIBS=OFF .." + cp MNN.lib $PACKAGE_LIB_PATH\Debug\Static\MD + rm MNN.* +} ##### Release/Dynamic/MT #### log "Release/Dynamic/MT" @@ -118,23 +122,24 @@ Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_M cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Release\Dynamic\MT rm MNN.* -##### Release/Dynamic/MD #### -log "Release/Dynamic/MD" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF .." -cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Release\Dynamic\MD -rm MNN.* - -##### Release/Static/MT #### -log "Release/Static/MT" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=ON -DMNN_BUILD_SHARED_LIBS=OFF .." -cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MT +if ($ONLY_DYNAMIC_MT -eq $False) { + ##### Release/Dynamic/MD #### + log "Release/Dynamic/MD" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF .." + cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Release\Dynamic\MD + rm MNN.* -##### Release/Static/MD #### -log "Release/Static/MD" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF -DMNN_BUILD_SHARED_LIBS=OFF .." -cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MD + ##### Release/Static/MT #### + log "Release/Static/MT" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=ON -DMNN_BUILD_SHARED_LIBS=OFF .." + cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MT + ##### Release/Static/MD #### + log "Release/Static/MD" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF -DMNN_BUILD_SHARED_LIBS=OFF .." + cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MD +} popd diff --git a/package_scripts/win/build_lib_release.ps1 b/package_scripts/win/build_lib_release.ps1 index 2d19f944f..3fe312555 100644 --- a/package_scripts/win/build_lib_release.ps1 +++ b/package_scripts/win/build_lib_release.ps1 @@ -41,10 +41,13 @@ if ($cibuild) { popd $CMAKE_ARGS = "-DMNN_SEP_BUILD=OFF -DMNN_BUILD_TRAIN=ON -DMNN_BUILD_OPENCV=ON -DMNN_IMGCODECS=ON -DMNN_OPENCL=ON -DMNN_VULKAN=ON -DMNN_AVX512=ON -DMNN_LOW_MEMORY=ON" +$ONLY_DYNAMIC_MT = $False + if ($backends -ne $null) { Foreach ($backend in $backends.Split(",")) { if ($backend -eq "cuda") { $CMAKE_ARGS = "$CMAKE_ARGS -DMNN_CUDA=ON" + $ONLY_DYNAMIC_MT = $True } } } @@ -96,23 +99,24 @@ if ($cibuild) { return } -##### Release/Dynamic/MD #### -log "Release/Dynamic/MD" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF .." -cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Release\Dynamic\MD -rm MNN.* +if ($ONLY_DYNAMIC_MT -eq $False) { + ##### Release/Dynamic/MD #### + log "Release/Dynamic/MD" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF .." + cp MNN.lib, MNN.dll, MNN.pdb $PACKAGE_LIB_PATH\Release\Dynamic\MD + rm MNN.* -##### Release/Static/MT #### -log "Release/Static/MT" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=ON -DMNN_BUILD_SHARED_LIBS=OFF .." -cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MT - -##### Release/Static/MD #### -log "Release/Static/MD" -Remove-Item CMakeCache.txt -ErrorAction Ignore -Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF -DMNN_BUILD_SHARED_LIBS=OFF .." -cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MD + ##### Release/Static/MT #### + log "Release/Static/MT" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=ON -DMNN_BUILD_SHARED_LIBS=OFF .." + cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MT + ##### Release/Static/MD #### + log "Release/Static/MD" + Remove-Item CMakeCache.txt -ErrorAction Ignore + Build "cmake -G Ninja $CMAKE_ARGS -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=OFF -DMNN_BUILD_SHARED_LIBS=OFF .." + cp MNN.lib $PACKAGE_LIB_PATH\Release\Static\MD +} popd \ No newline at end of file diff --git a/project/ios/MNN.xcodeproj/project.pbxproj b/project/ios/MNN.xcodeproj/project.pbxproj index ac90f452c..872fe50e2 100644 --- a/project/ios/MNN.xcodeproj/project.pbxproj +++ b/project/ios/MNN.xcodeproj/project.pbxproj @@ -357,6 +357,8 @@ 4DD1791B2684815A00B0098F /* ShapeSetDiff1D.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 4DD1791A2684815A00B0098F /* ShapeSetDiff1D.cpp */; }; 4DD1793A2694076700B0098F /* MNNSoftmax.S in Sources */ = {isa = PBXBuildFile; fileRef = 4DD179392694076700B0098F /* MNNSoftmax.S */; }; 4DD1793C2694078000B0098F /* MNNSoftmax.S in Sources */ = {isa = PBXBuildFile; fileRef = 4DD1793B2694078000B0098F /* MNNSoftmax.S */; }; + 4DDD8E102B1D70C1005065D1 /* MNNTranspose16Bit8x8.S in Sources */ = {isa = PBXBuildFile; fileRef = 4DDD8E0F2B1D70C1005065D1 /* MNNTranspose16Bit8x8.S */; }; + 4DDD8E122B1D70CC005065D1 /* MNNTranspose16Bit8x8.S in Sources */ = {isa = PBXBuildFile; fileRef = 4DDD8E112B1D70CC005065D1 /* MNNTranspose16Bit8x8.S */; }; 4DDE2019263809920085AC8F /* CoreMLExecutorWrapper.mm in Sources */ = {isa = PBXBuildFile; fileRef = 4DDE2017263809920085AC8F /* CoreMLExecutorWrapper.mm */; }; 4DDE201A263809920085AC8F /* CoreMLExecutorWrapper.h in Headers */ = {isa = PBXBuildFile; fileRef = 4DDE2018263809920085AC8F /* CoreMLExecutorWrapper.h */; }; 4DE4E82C275E307B0016A916 /* cv in Headers */ = {isa = PBXBuildFile; fileRef = 4DE4E82B275E307B0016A916 /* cv */; settings = {ATTRIBUTES = (Public, ); }; }; @@ -1178,6 +1180,8 @@ 4DD1791A2684815A00B0098F /* ShapeSetDiff1D.cpp */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.cpp.cpp; path = ShapeSetDiff1D.cpp; sourceTree = ""; }; 4DD179392694076700B0098F /* MNNSoftmax.S */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.asm; path = MNNSoftmax.S; sourceTree = ""; }; 4DD1793B2694078000B0098F /* MNNSoftmax.S */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.asm; path = MNNSoftmax.S; sourceTree = ""; }; + 4DDD8E0F2B1D70C1005065D1 /* MNNTranspose16Bit8x8.S */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.asm; path = MNNTranspose16Bit8x8.S; sourceTree = ""; }; + 4DDD8E112B1D70CC005065D1 /* MNNTranspose16Bit8x8.S */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.asm; path = MNNTranspose16Bit8x8.S; sourceTree = ""; }; 4DDE2017263809920085AC8F /* CoreMLExecutorWrapper.mm */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.cpp.objcpp; path = CoreMLExecutorWrapper.mm; sourceTree = ""; }; 4DDE2018263809920085AC8F /* CoreMLExecutorWrapper.h */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.c.h; path = CoreMLExecutorWrapper.h; sourceTree = ""; }; 4DE4E82B275E307B0016A916 /* cv */ = {isa = PBXFileReference; lastKnownFileType = folder; name = cv; path = ../tools/cv/include/cv; sourceTree = ""; }; @@ -2508,6 +2512,7 @@ 92FF013A23AA0B4E00AC97F6 /* arm32 */ = { isa = PBXGroup; children = ( + 4DDD8E112B1D70CC005065D1 /* MNNTranspose16Bit8x8.S */, 95CE1DFE2AC57F6200EFB51E /* MNNReluWithSlopeChannelInt8.S */, CE125CC72A52BF6B003698C9 /* MNNBilinearLineC8.S */, CE125CC62A52BF6B003698C9 /* MNNBilinearSampleC8.S */, @@ -2589,6 +2594,7 @@ 92FF017C23AA0B4E00AC97F6 /* arm64 */ = { isa = PBXGroup; children = ( + 4DDD8E0F2B1D70C1005065D1 /* MNNTranspose16Bit8x8.S */, 95CE1E002AC57F7600EFB51E /* MNNReluWithSlopeChannelInt8.S */, CEE9B9572A3AA4D4006438F2 /* MNNBilinearLineC8.S */, CEE9B9582A3AA4D4006438F2 /* MNNBilinearSampleC8.S */, @@ -3536,6 +3542,7 @@ 92FF029A23AA0B5A00AC97F6 /* CPUQuantizedMaxPool.cpp in Sources */, 48F5881124DEA3F000C484A2 /* GeometryPooling3D.cpp in Sources */, 92FF042423AA0B7100AC97F6 /* ShapeROIPooling.cpp in Sources */, + 4DDD8E122B1D70CC005065D1 /* MNNTranspose16Bit8x8.S in Sources */, 92FF033723AA0B5A00AC97F6 /* MNNConvDwF23MulTransUnit.S in Sources */, 4896D37A25FE2A6B00717702 /* MNNPackedMatMulRemainFP16.S in Sources */, 92FF043023AA0B7100AC97F6 /* ShapeQuantizedAvgPool.cpp in Sources */, @@ -3597,6 +3604,7 @@ 48FA474523AA127B00172C3B /* Executor.cpp in Sources */, 92FF02EA23AA0B5A00AC97F6 /* MNNGemmInt8AddBiasScale_16x4_Unit.S in Sources */, 48A8A61A21D101DE00C2B9A7 /* Matrix_CV.cpp in Sources */, + 4DDD8E102B1D70C1005065D1 /* MNNTranspose16Bit8x8.S in Sources */, 489D7A8C2550FDC900AD896A /* MetalDeconvolution.mm in Sources */, 489D7AA62550FDC900AD896A /* MetalBackend.mm in Sources */, 92FF031823AA0B5A00AC97F6 /* MNNConvRunForUnitDepthWiseUint8.S in Sources */, @@ -4019,7 +4027,7 @@ CODE_SIGN_STYLE = Automatic; DEAD_CODE_STRIPPING = YES; DEFINES_MODULE = YES; - DEVELOPMENT_TEAM = Q48UX93J22; + DEVELOPMENT_TEAM = 6G7464HHUS; DYLIB_COMPATIBILITY_VERSION = 1; DYLIB_CURRENT_VERSION = 1; DYLIB_INSTALL_NAME_BASE = "@rpath"; @@ -4062,7 +4070,7 @@ METAL_LIBRARY_FILE_BASE = mnn; ONLY_ACTIVE_ARCH = YES; OTHER_CFLAGS = ""; - PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.abcd111; + PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.v3; PRODUCT_NAME = "$(TARGET_NAME:c99extidentifier)"; PROVISIONING_PROFILE_SPECIFIER = ""; "PROVISIONING_PROFILE_SPECIFIER[sdk=macosx*]" = ""; @@ -4083,7 +4091,7 @@ CODE_SIGN_STYLE = Automatic; DEAD_CODE_STRIPPING = YES; DEFINES_MODULE = YES; - DEVELOPMENT_TEAM = Q48UX93J22; + DEVELOPMENT_TEAM = 6G7464HHUS; DYLIB_COMPATIBILITY_VERSION = 1; DYLIB_CURRENT_VERSION = 1; DYLIB_INSTALL_NAME_BASE = "@rpath"; @@ -4124,7 +4132,7 @@ MACH_O_TYPE = staticlib; METAL_LIBRARY_FILE_BASE = mnn; OTHER_CFLAGS = ""; - PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.abcd111; + PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.v3; PRODUCT_NAME = "$(TARGET_NAME:c99extidentifier)"; PROVISIONING_PROFILE_SPECIFIER = ""; "PROVISIONING_PROFILE_SPECIFIER[sdk=macosx*]" = ""; @@ -4143,7 +4151,7 @@ ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; ASSETCATALOG_COMPILER_LAUNCHIMAGE_NAME = LaunchImage; CODE_SIGN_STYLE = Automatic; - DEVELOPMENT_TEAM = Q48UX93J22; + DEVELOPMENT_TEAM = 6G7464HHUS; GCC_ENABLE_CPP_EXCEPTIONS = NO; GCC_ENABLE_CPP_RTTI = NO; HEADER_SEARCH_PATHS = ( @@ -4156,7 +4164,7 @@ IPHONEOS_DEPLOYMENT_TARGET = 9.0; LD_RUNPATH_SEARCH_PATHS = "$(inherited) @executable_path/Frameworks"; OTHER_CPLUSPLUSFLAGS = "$(OTHER_CFLAGS)"; - PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.abcd111; + PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.v3; PRODUCT_NAME = "$(TARGET_NAME)"; TARGETED_DEVICE_FAMILY = "1,2"; }; @@ -4168,7 +4176,7 @@ ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; ASSETCATALOG_COMPILER_LAUNCHIMAGE_NAME = LaunchImage; CODE_SIGN_STYLE = Automatic; - DEVELOPMENT_TEAM = Q48UX93J22; + DEVELOPMENT_TEAM = 6G7464HHUS; GCC_ENABLE_CPP_EXCEPTIONS = NO; GCC_ENABLE_CPP_RTTI = NO; HEADER_SEARCH_PATHS = ( @@ -4181,7 +4189,7 @@ IPHONEOS_DEPLOYMENT_TARGET = 9.0; LD_RUNPATH_SEARCH_PATHS = "$(inherited) @executable_path/Frameworks"; OTHER_CPLUSPLUSFLAGS = "$(OTHER_CFLAGS)"; - PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.abcd111; + PRODUCT_BUNDLE_IDENTIFIER = com.taobao.mnn.playground.v3; PRODUCT_NAME = "$(TARGET_NAME)"; TARGETED_DEVICE_FAMILY = "1,2"; }; diff --git a/pymnn/examples/MNNTrain/simple/grad_loss.py b/pymnn/examples/MNNTrain/simple/grad_loss.py new file mode 100644 index 000000000..c5fc4d711 --- /dev/null +++ b/pymnn/examples/MNNTrain/simple/grad_loss.py @@ -0,0 +1,22 @@ +import MNN.numpy as np +import MNN +import sys +nn = MNN.nn +F = MNN.expr +F.lazy_eval(True) +F.set_lazy_mode(1) + +opt = MNN.optim.Grad() + +vars = F.load_as_dict(sys.argv[1]) +output = vars['loss'] +parameters = [vars['weight']] +rgbdiff = F.placeholder(output.shape, output.data_format, output.dtype) +rgbdiff.name = 'loss_diff' +rgbdiff.write([1.0]) +rgbdiff.fix_as_const() + +parameters, grad = opt.grad([output], [rgbdiff], parameters) +for i in range(0, len(parameters)): + grad[i].name = 'grad::' + parameters[i].name +F.save(grad, sys.argv[2]) diff --git a/pymnn/examples/MNNTrain/simple/make_solve_equation_graph.py b/pymnn/examples/MNNTrain/simple/make_solve_equation_graph.py new file mode 100644 index 000000000..68a313084 --- /dev/null +++ b/pymnn/examples/MNNTrain/simple/make_solve_equation_graph.py @@ -0,0 +1,43 @@ +import time +import MNN.numpy as np +import MNN +nn = MNN.nn +F = MNN.expr + +# open lazy evaluation for train +F.lazy_eval(True) + +# month_pay=pow(rate/12+1, times)*(rate/12)*total/(pow(rate/12+1,times)-1) +# Know month_pa, total, times, solve rate +class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + one = np.array([0.001]) + one.fix_as_trainable() + self.rate = one + + def forward(self, times, total): + r12 = self.rate / 12.0 + r12_1 = r12 + np.array([1.0]) + total_rate = np.power(r12_1, times) + p0 = (total_rate * r12 * total) / (total_rate-np.array([1.0])) + return p0 + +model = Net() +opt = MNN.optim.SGD(model, 0.0000000001, 0.9, 0.0005) + +times = np.array([60.0]) +month_diff = np.array([1.0]) +month_diff.fix_as_placeholder() +month_diff.name = "month_diff" +total = np.array([630000.0]) +month_comp = model.forward(times, total) +rates, rates_grad = opt.grad([month_comp], [month_diff], [model.rate]) +lr_rate = np.array([0.0000001]) +lr_rate.fix_as_placeholder() +lr_rate.name = "lr_rate" + +rates, rates_update = opt.get_update_graph(rates, rates_grad, [lr_rate]) +opt.save_graph("update.mnn", [], rates, rates_update) + + diff --git a/pymnn/pip_package/MNN/nn/__init__.py b/pymnn/pip_package/MNN/nn/__init__.py index 0fb4be3e2..3fc225092 100644 --- a/pymnn/pip_package/MNN/nn/__init__.py +++ b/pymnn/pip_package/MNN/nn/__init__.py @@ -52,3 +52,11 @@ def remove_from(dicts): else: self._vars[name] = value self._add_parameter(value) + + +class EmptyModule(_nn._Module): + def __init(self): + super(EmptyModule, self).__init__() + def forward(self): + return None +dummy = EmptyModule() \ No newline at end of file diff --git a/pymnn/pip_package/build_deps.py b/pymnn/pip_package/build_deps.py index 4eff87833..3341201c8 100644 --- a/pymnn/pip_package/build_deps.py +++ b/pymnn/pip_package/build_deps.py @@ -19,23 +19,47 @@ IS_LINUX = (platform.system() == 'Linux') BUILD_DIR = 'pymnn_build' # avoid overwrite temporary product when build pymnn -USE_TRT=False -if len(sys.argv) > 1 and sys.argv[1] == '-trt': - USE_TRT=True +USE_TRT = False +USE_CUDA = False +USE_CUDA_TUNE= False +USE_OPENCL = False +USE_VULKAN = False +USE_TORCH = False +USE_INTERNAL = False +USE_RENDER = False +USE_SSE = True -USE_CUDA=False -if len(sys.argv) > 1 and sys.argv[1] == '-cuda': - USE_CUDA=True +if len(sys.argv) > 1 and sys.argv[1] != None: + if "trt" in sys.argv[1]: + USE_TRT = True + if "cuda" in sys.argv[1]: + USE_CUDA = True + if "cuda_tune" in sys.argv[1]: + USE_CUDA_TUNE = True + if "opencl" in sys.argv[1]: + USE_OPENCL = True + if "vulkan" in sys.argv[1]: + USE_VULKAN = True + if "torch" in sys.argv[1]: + USE_TORCH = True + if "internal" in sys.argv[1]: + USE_INTERNAL = True + if "render" in sys.argv[1]: + USE_RENDER = True + if "no_sse" in sys.argv[1]: + USE_SSE = False -def build_deps(): - if os.path.isdir('../../schema/private'): - IS_INTERNAL_BUILD = args.internal - # public not build torch - IS_BUILD_TORCH = args.torch - else: - IS_INTERNAL_BUILD = False - IS_BUILD_TORCH = False +print ("USE_INTERNAL:", USE_INTERNAL) +print ("USE_TRT:", USE_TRT) +print ("USE_CUDA:", USE_CUDA) +if USE_CUDA_TUNE: + print ("USE_CUDA_TUNE, please note: this function only support Ampere Arch now!") +print ("USE_OPENCL:", USE_OPENCL) +print ("USE_VULKAN:", USE_VULKAN) +print ("USE_RENDER:", USE_RENDER) +print ("USE_SSE:", USE_SSE) +def build_deps(): """ build depency """ root_dir = os.path.dirname(os.path.dirname(os.getcwd())) #build_main_project @@ -45,8 +69,12 @@ def build_deps(): os.makedirs(cmake_build_dir) os.chdir(cmake_build_dir) extra_opts = '-DMNN_LOW_MEMORY=ON' - extra_opts += ' -DMNN_VULKAN=ON -DMNN_VULKAN_IMAGE=OFF' - extra_opts += ' -DMNN_OPENCL=ON' + if USE_RENDER: + extra_opts += ' -DMNN_SUPPORT_RENDER=ON' + if USE_VULKAN: + extra_opts += ' -DMNN_VULKAN=ON -DMNN_VULKAN_IMAGE=OFF' + if USE_OPENCL: + extra_opts += ' -DMNN_OPENCL=ON' if IS_WINDOWS: os.system('cmake -G "Ninja" ' + extra_opts +' -DMNN_BUILD_TRAIN=ON -DMNN_BUILD_CONVERTER=on -DMNN_BUILD_TORCH=OFF\ -DMNN_BUILD_SHARED_LIBS=OFF -DCMAKE_BUILD_TYPE=Release -DMNN_WIN_RUNTIME_MT=ON\ @@ -54,21 +82,25 @@ def build_deps(): elif IS_LINUX: extra_opts += '-DMNN_TENSORRT=ON \ -DCMAKE_LIBRARY_PATH=/usr/local/cuda/lib64/stubs/ ' if USE_TRT else ' ' - extra_opts += ' -DMNN_INTERNAL=ON ' if IS_INTERNAL_BUILD else ' ' - extra_opts += ' -DMNN_BUILD_TORCH=ON ' if IS_BUILD_TORCH else ' ' - extra_opts += ' -DMNN_CUDA=ON ' if USE_CUDA else ' ' + extra_opts += ' -DMNN_INTERNAL=ON ' if USE_INTERNAL else ' ' + extra_opts += ' -DMNN_BUILD_TORCH=ON ' if USE_TORCH else ' ' + if USE_CUDA: + extra_opts += ' -DMNN_CUDA=ON ' + if USE_CUDA_TUNE: + extra_opts += ' -DMNN_CUDA_TUNE_PARAM=ON ' + extra_opts += ' ' if USE_SSE else ' -DMNN_USE_SSE=OFF ' os.system('cmake ' + extra_opts + '-DMNN_BUILD_CONVERTER=on -DMNN_BUILD_TRAIN=ON -DCMAKE_BUILD_TYPE=Release \ -DMNN_BUILD_SHARED_LIBS=OFF -DMNN_AAPL_FMWK=OFF -DMNN_SEP_BUILD=OFF -DMNN_BUILD_OPENCV=ON -DMNN_IMGCODECS=ON \ - -DMNN_USE_THREAD_POOL=ON -DMNN_OPENMP=OFF .. && make MNN MNNTrain MNNConvertDeps -j4') + -DMNN_USE_THREAD_POOL=ON -DMNN_OPENMP=OFF .. && make MNN MNNTrain MNNConvertDeps -j32') else: - extra_opts += ' -DMNN_INTERNAL=ON ' if IS_INTERNAL_BUILD else ' ' - extra_opts += ' -DMNN_BUILD_TORCH=ON ' if IS_BUILD_TORCH else ' ' + extra_opts += ' -DMNN_INTERNAL=ON ' if USE_INTERNAL else ' ' + extra_opts += ' -DMNN_BUILD_TORCH=ON ' if USE_TORCH else ' ' print(extra_opts) os.system('cmake ' + extra_opts + '-DMNN_BUILD_CONVERTER=on -DMNN_BUILD_TRAIN=ON -DCMAKE_BUILD_TYPE=Release \ -DMNN_BUILD_SHARED_LIBS=OFF -DMNN_AAPL_FMWK=OFF -DMNN_SEP_BUILD=OFF\ -DMNN_BUILD_OPENCV=ON -DMNN_IMGCODECS=ON \ - .. && make MNN MNNTrain MNNConvertDeps -j4') + .. && make MNN MNNTrain MNNConvertDeps -j32') ################################################################################ # Building dependent libraries ################################################################################ diff --git a/pymnn/pip_package/setup.py b/pymnn/pip_package/setup.py index ba565127e..67e357fe2 100644 --- a/pymnn/pip_package/setup.py +++ b/pymnn/pip_package/setup.py @@ -26,6 +26,8 @@ def get_version(): help='MNN dist version') parser.add_argument('--serving', dest='serving', action='store_true', default=False, help='build for internal serving, default False') +parser.add_argument('--deps', dest='deps', type=str, required=False, + help='MNN library deps') parser.add_argument('--env', dest='env', type=str, required=False, help='build environment, e.g. :daily/pre/production') args, unknown = parser.parse_known_args() @@ -58,21 +60,46 @@ def report(*args): print(*args) package_name = 'MNN' -USE_TRT=check_env_flag('USE_TRT') -USE_CUDA = check_env_flag("USE_CUDA") -IS_INTERNAL_BUILD = False - -print ("USE_TRT ", USE_TRT) -print("USE_CUDA:", USE_CUDA) - -if os.path.isdir('../../schema/private'): - IS_INTERNAL_BUILD = args.serving - if USE_TRT: - print("Build Internal NNN with TRT") - package_name = 'MNN_Internal_TRT' - else: - print("Build Internal NNN") - package_name = 'MNN_Internal' +USE_INTERNAL = False +USE_TRT = False +USE_CUDA = False +USE_OPENCL = False +USE_VULKAN = False +USE_RENDER = False + +if args.deps != None: + if "trt" in args.deps: + USE_TRT = True + if "cuda" in args.deps: + USE_CUDA = True + if "opencl" in args.deps: + USE_OPENCL = True + if "vulkan" in args.deps: + USE_VULKAN = True + if "internal" in args.deps: + USE_INTERNAL = True + if "render" in args.deps: + USE_RENDER = True + +print ("USE_INTERNAL:", USE_INTERNAL) +print ("USE_TRT:", USE_TRT) +print ("USE_CUDA:", USE_CUDA) +print ("USE_OPENCL:", USE_OPENCL) +print ("USE_VULKAN:", USE_VULKAN) +print ("USE_RENDER:", USE_RENDER) + +if USE_INTERNAL: + package_name += '_Internal' +if USE_TRT: + package_name += '_TRT' +if USE_CUDA: + package_name += '_CUDA' +if USE_VULKAN: + package_name += '_VULKAN' +if USE_OPENCL: + package_name += '_OPENCL' +if USE_RENDER: + package_name += '_RENDER' print ('Building with python wheel with package name ', package_name) @@ -137,7 +164,7 @@ def configure_extension_build(): if check_env_flag('WERROR'): extra_compile_args.append('-Werror') extra_compile_args += ['-DPYMNN_EXPR_API', '-DPYMNN_NUMPY_USABLE', '-DPYMNN_OPENCV_API'] - if IS_LINUX and IS_INTERNAL_BUILD: + if IS_LINUX and USE_INTERNAL: extra_compile_args += ['-DPYMNN_INTERNAL_SERVING'] if args.env == 'daily': extra_compile_args += ['-DPYMNN_INTERNAL_SERVING_DAILY'] @@ -154,13 +181,13 @@ def configure_extension_build(): engine_library_dirs += ['/usr/local/cuda/lib64/'] # Logging is enabled on Linux. Add the dependencies. - if IS_LINUX and IS_INTERNAL_BUILD: + if IS_LINUX and USE_INTERNAL: engine_library_dirs += ['/usr/include/curl/'] print(engine_library_dirs) engine_link_args = [] engine_sources = [os.path.join(root_dir, "pymnn", "src", "MNN.cc")] - if IS_LINUX and IS_INTERNAL_BUILD: + if IS_LINUX and USE_INTERNAL: engine_sources += [os.path.join(root_dir, "pymnn", "src", "internal", "monitor_service.cc")] engine_sources += [os.path.join(root_dir, "pymnn", "src", "internal", "verify_service.cc")] engine_sources += [os.path.join(root_dir, "pymnn", "src", "internal", "http_util.cc")] @@ -180,18 +207,19 @@ def configure_extension_build(): engine_include_dirs += [os.path.join(root_dir, "schema", "current")] engine_include_dirs += [os.path.join(root_dir, "3rd_party",\ "flatbuffers", "include")] - if IS_LINUX and IS_INTERNAL_BUILD: + if IS_LINUX and USE_INTERNAL: engine_include_dirs += [os.path.join(root_dir, "3rd_party", "rapidjson")] # cv include engine_include_dirs += [os.path.join(root_dir, "tools", "cv", "include")] engine_include_dirs += [np.get_include()] + lib_files = [] trt_depend = ['-lTRT_CUDA_PLUGIN', '-lnvinfer', '-lnvparsers', '-lnvinfer_plugin', '-lcudart'] cuda_depend = ['-lMNN_Cuda_Main'] engine_depend = ['-lMNN'] # enable logging & model authentication on linux. - if IS_LINUX and IS_INTERNAL_BUILD: + if IS_LINUX and USE_INTERNAL: engine_depend += ['-lcurl', '-lssl', '-lcrypto'] if USE_TRT: @@ -199,6 +227,7 @@ def configure_extension_build(): if USE_CUDA: engine_depend += cuda_depend + lib_files += [('lib', [os.path.join(root_dir, BUILD_DIR, "source", "backend", "cuda", "libMNN_Cuda_Main.so")])] tools_compile_args = [] tools_libraries = [] @@ -210,7 +239,6 @@ def configure_extension_build(): tools_library_dirs += [os.path.join(root_dir, BUILD_DIR, "3rd_party", "protobuf", "cmake")] # add libTorch dependency - lib_files = [] torch_lib = None cmakecache = os.path.join(root_dir, BUILD_DIR, 'CMakeCache.txt') for line in open(cmakecache, 'rt').readlines(): @@ -224,11 +252,11 @@ def configure_extension_build(): elif IS_DARWIN: torch_path = os.path.dirname(torch_lib) tools_library_dirs += [torch_lib] - lib_files = [('lib', [os.path.join(torch_lib, 'libtorch.dylib'), os.path.join(torch_lib, 'libtorch_cpu.dylib'), + lib_files += [('lib', [os.path.join(torch_lib, 'libtorch.dylib'), os.path.join(torch_lib, 'libtorch_cpu.dylib'), os.path.join(torch_lib, 'libc10.dylib')]), ('.dylibs', [os.path.join(torch_lib, 'libiomp5.dylib')])] ''' - lib_files = [('lib', [os.path.join(torch_lib, 'libtorch.dylib'), os.path.join(torch_lib, 'libtorch_cpu.dylib'), + lib_files += [('lib', [os.path.join(torch_lib, 'libtorch.dylib'), os.path.join(torch_lib, 'libtorch_cpu.dylib'), os.path.join(torch_lib, 'libc10.dylib')]), ('.dylibs', [os.path.join(torch_path, '.dylibs', 'libiomp5.dylib')])] ''' @@ -236,7 +264,7 @@ def configure_extension_build(): # Note: TensorRT-5.1.5.0/lib should be set in $LIBRARY_PATH of the build system. tools_library_dirs += ['/usr/local/cuda/lib64/'] - if IS_LINUX and IS_INTERNAL_BUILD: + if IS_LINUX and USE_INTERNAL: tools_library_dirs += ['/usr/include/curl/'] tools_link_args = [] @@ -268,7 +296,7 @@ def configure_extension_build(): tools_include_dirs += [np.get_include()] # enable logging and model authentication on linux. - if IS_LINUX and IS_INTERNAL_BUILD: + if IS_LINUX and USE_INTERNAL: tools_depend += ['-lcurl', '-lssl', '-lcrypto'] if USE_TRT: diff --git a/pymnn/src/expr.h b/pymnn/src/expr.h index 4de950645..729a41a9e 100644 --- a/pymnn/src/expr.h +++ b/pymnn/src/expr.h @@ -1021,6 +1021,27 @@ static PyObject* PyMNNExpr_lazy_eval(PyObject *self, PyObject *args) { Py_RETURN_NONE; } +static PyObject* PyMNNExpr_set_lazy_mode(PyObject *self, PyObject *args) { + int lazy = 0; + if (!PyArg_ParseTuple(args, "i", &lazy)) { + return NULL; + } + ExecutorScope::Current()->setLazyComputeMode((Executor::LazyMode)lazy); + Py_RETURN_NONE; +} +static PyObject* PyMNNExpr_set_global_executor_config(PyObject *self, PyObject *args) { + int numberThread, backendType, precisionType; + if (!PyArg_ParseTuple(args, "iii", &backendType, &precisionType, &numberThread)) { + Py_RETURN_NONE; + } + + auto exe = ExecutorScope::Current(); + BackendConfig config; + config.precision = (BackendConfig::PrecisionMode)precisionType; + exe->setGlobalExecutorConfig((MNNForwardType)backendType, config, numberThread); + Py_RETURN_NONE; +} + def_unary(Expr, sign, Express::_Sign, abs, Express::_Abs, @@ -1692,13 +1713,15 @@ static PyMethodDef PyMNNExpr_methods[] = { ) register_methods(Expr, // Var methods - set_thread_number, "set threan number of expr.", + set_thread_number, "set thread number of expr.", load_as_list, "load file as var list.", save, "save vars to file.", load_as_dict, "load file as var dict.", get_inputs_and_outputs, "get input and output of var dict.", gc, "do gc full or part.", - lazy_eval, "expr do lazy evaluation or not." + lazy_eval, "expr do lazy evaluation or not.", + set_lazy_mode, "set lazy compute mode, content: 0 or full: 1.", + set_global_executor_config, "set global executor config for expr." ) register_methods(Expr, // unary expr diff --git a/pymnn/src/nn.h b/pymnn/src/nn.h index 937a70a50..e0b345279 100644 --- a/pymnn/src/nn.h +++ b/pymnn/src/nn.h @@ -18,6 +18,7 @@ def_class_methods(_Module, forward, "forward", onForward, "onForward", set_name, "set name", + get_info, "get module info", train, "set is_training", load_parameters, "load parameters", clear_cache, "clear cache", @@ -143,6 +144,40 @@ static PyObject* PyMNN_Module_forward(PyMNN_Module *self, PyObject *args) { } PyMNN_ERROR("PyMNN_Module_forward: args must be Var/[Var]."); } +static PyObject* PyMNN_Module_get_info(PyMNN_Module *self, PyObject *args) { + auto m = (*(self->ptr)); + auto info = m->getInfo(); + if (nullptr == info) { + PyMNN_ERROR("The module can't get info"); + Py_RETURN_NONE; + } + auto res = PyDict_New(); + PyDict_SetItemString(res, "version", char2Object(info->version.c_str())); + { + auto names = PyList_New(info->inputNames.size()); + for (int i=0; iinputNames.size(); ++i) { + PyList_SetItem(names, i, char2Object(info->inputNames[i].c_str())); + } + PyDict_SetItemString(res, "inputNames", names); + } + { + auto names = PyList_New(info->outputNames.size()); + for (int i=0; ioutputNames.size(); ++i) { + PyList_SetItem(names, i, char2Object(info->outputNames[i].c_str())); + } + PyDict_SetItemString(res, "outputNames", names); + } + { + auto inputs = PyList_New(info->inputs.size()); + for (int i=0; iinputs.size(); ++i) { + auto& v = info->inputs[i]; + auto var = MNN::Express::_Input(v.dim, v.order, v.type); + PyList_SetItem(inputs, i, toPyObj(var)); + } + PyDict_SetItemString(res, "inputs", inputs); + } + return res; +} static PyObject* PyMNN_Module_onForward(PyMNN_Module *self, PyObject *args) { PyObject *inputs; if (!PyArg_ParseTuple(args, "O", &inputs)) { diff --git a/pymnn/src/optim.h b/pymnn/src/optim.h index 699ca4f88..34fa66d37 100644 --- a/pymnn/src/optim.h +++ b/pymnn/src/optim.h @@ -1,4 +1,5 @@ #include "util.h" +#include "OpGrad.hpp" // Optim Module def_enum(Regularization_Method, ParameterOptimizer::RegularizationMethod, @@ -18,7 +19,10 @@ def_class_getset( regularization_method, 1 ) def_class_methods(Optimizer, - step, "Optimizer step" + step, "Optimizer step", + grad, "Grad for variables", + get_update_graph, "Get Update Graph for parameters", + save_graph, "Save Update Graph to MNN File" ) def_class_end(Optimizer, ParameterOptimizer) // impl @@ -104,6 +108,70 @@ static int PyMNNOptimizer_setregularization_method(PyMNNOptimizer *self, PyObjec } return 0; } + +static PyObject* _makeTupleFromPairVector(const std::pair, std::vector>& values) { + PyObject* obj0 = PyList_New(values.first.size()); + for (int i = 0; i < values.first.size(); i++) { + PyList_SetItem(obj0, i, toPyObj(values.first[i])); + } + PyObject* obj1 = PyList_New(values.second.size()); + for (int i = 0; i < values.second.size(); i++) { + PyList_SetItem(obj1, i, toPyObj(values.second[i])); + } + PyObject* obj = PyTuple_New(2); + PyTuple_SetItem(obj, 0, obj0); + PyTuple_SetItem(obj, 1, obj1); + return obj; +} +static PyObject* PyMNNOptimizer_grad(PyMNNOptimizer *self, PyObject *args) { + PyObject* outputs; + PyObject* outputDiffs; + PyObject* parameters; + if (PyArg_ParseTuple(args, "OOO", &outputs, &outputDiffs, ¶meters)) { + if (isVars(outputs) && isVals(outputDiffs) && isVars(parameters)) { + auto values = OpGrad::gradCommon(toVars(outputs), toVars(outputDiffs), toVars(parameters)); + return _makeTupleFromPairVector(values); + } + } + PyMNN_ERROR("grad require args: ([Var](outputs),[Var](output Diff), [Var](parameters))"); + return Py_None; +} +static PyObject* PyMNNOptimizer_get_update_graph(PyMNNOptimizer *self, PyObject *args) { + PyObject* parameter; + PyObject* parameterGrad; + PyObject* learningRate; + if (PyArg_ParseTuple(args, "OOO", ¶meter, ¶meterGrad, &learningRate)) { + if (isVars(parameter) && isVals(parameterGrad) && isVars(learningRate)) { + if (self->ptr) { + auto p = toVars(parameter); + auto pd = toVars(parameterGrad); + auto lr = toVars(learningRate); + auto values = static_cast(self->ptr)->makeParameterUpdateGraphByGrad(p, pd, lr); + return _makeTupleFromPairVector(values); + } + } + } + PyMNN_ERROR("get_update_graph require args: ([Var](parameter),[Var](parameter grad), [Var](learningRate))"); + return Py_None; +} +static PyObject* PyMNNOptimizer_save_graph(PyMNNOptimizer *self, PyObject *args) { + const char* modelFile = NULL; + PyObject* outputs; + PyObject* parameter; + PyObject* parameterUpdate; + if (PyArg_ParseTuple(args, "sOOO", &modelFile, &outputs, ¶meter, ¶meterUpdate)) { + if (isVars(parameter) && isVals(parameterUpdate) && isVars(outputs)) { + auto o = toVars(outputs); + auto p = toVars(parameter); + auto pu = toVars(parameterUpdate); + ParameterOptimizer::makeLoopModel(modelFile, o, std::make_pair(p, pu)); + return Py_None; + } + } + PyMNN_ERROR("save_graph require args: ([string](outputPath),[Var](outputs), [Var](parameter), [Var](parameterUpdate))"); + return Py_None; +} + // PyMNNOptimizer methods impl static PyObject* PyMNNOptimizer_step(PyMNNOptimizer *self, PyObject *args) { PyObject *loss; @@ -112,6 +180,12 @@ static PyObject* PyMNNOptimizer_step(PyMNNOptimizer *self, PyObject *args) { } return toPyObj(self->ptr->step(toVar(loss))); } +static PyObject* PyMNNOptim_Grad(PyObject *self, PyObject *args, PyObject *kwargs) { + float learning_rate = 1e-3, momentum = 0.9, weight_decay = 0.0; + std::shared_ptr m; + return toPyObj(ParameterOptimizer::createSGD(m, learning_rate, momentum, + weight_decay, RegularizationMethod::L2)); +} static PyObject* PyMNNOptim_SGD(PyObject *self, PyObject *args, PyObject *kwargs) { PyObject *module = nullptr, *method = nullptr /* L2 */; float learning_rate = 1e-3, momentum = 0.9, weight_decay = 0.0; @@ -141,6 +215,7 @@ static PyObject* PyMNNOptim_ADAM(PyObject *self, PyObject *args, PyObject *kwarg } static PyMethodDef PyMNNOptim_methods[] = { register_methods_kw(Optim, + Grad, "Grad Only", SGD, "SGD Optimizer", ADAM, "ADAM Optimizer" ) diff --git a/schema/current/CaffeOp_generated.h b/schema/current/CaffeOp_generated.h deleted file mode 100644 index ad6e17c75..000000000 --- a/schema/current/CaffeOp_generated.h +++ /dev/null @@ -1,6701 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_CAFFEOP_MNN_H_ -#define FLATBUFFERS_GENERATED_CAFFEOP_MNN_H_ - - -#include "Tensor_generated.h" -#include "Type_generated.h" - -namespace MNN { - -struct Convolution2DCommon; -struct Convolution2DCommonT; - -struct Convolution3DCommon; -struct Convolution3DCommonT; - -struct SparseCommon; -struct SparseCommonT; - -struct IDSTQuan; -struct IDSTQuanT; - -struct QuantizedFloatParam; -struct QuantizedFloatParamT; - -struct Convolution2D; -struct Convolution2DT; - -struct Convolution3D; -struct Convolution3DT; - -struct InnerProduct; -struct InnerProductT; - -struct Pool; -struct PoolT; - -struct Pool3D; -struct Pool3DT; - -struct Relu; -struct ReluT; - -struct Relu6; -struct Relu6T; - -struct PRelu; -struct PReluT; - -struct ELU; -struct ELUT; - -struct LRN; -struct LRNT; - -struct ArgMax; -struct ArgMaxT; - -struct Axis; -struct AxisT; - -struct Input; -struct InputT; - -struct LSTM; -struct LSTMT; - -struct Slice; -struct SliceT; - -struct BatchNorm; -struct BatchNormT; - -struct Scale; -struct ScaleT; - -struct Eltwise; -struct EltwiseT; - -struct Flatten; -struct FlattenT; - -struct Permute; -struct PermuteT; - -struct Reshape; -struct ReshapeT; - -struct DetectionOutput; -struct DetectionOutputT; - -struct RoiParameters; -struct RoiParametersT; - -struct Proposal; -struct ProposalT; - -struct Interp; -struct InterpT; - -struct Resize; -struct ResizeT; - -struct PriorBox; -struct PriorBoxT; - -struct Normalize; -struct NormalizeT; - -struct EltwiseInt8; -struct EltwiseInt8T; - -struct CumSum; -struct CumSumT; - -inline const flatbuffers::TypeTable *Convolution2DCommonTypeTable(); - -inline const flatbuffers::TypeTable *Convolution3DCommonTypeTable(); - -inline const flatbuffers::TypeTable *SparseCommonTypeTable(); - -inline const flatbuffers::TypeTable *IDSTQuanTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedFloatParamTypeTable(); - -inline const flatbuffers::TypeTable *Convolution2DTypeTable(); - -inline const flatbuffers::TypeTable *Convolution3DTypeTable(); - -inline const flatbuffers::TypeTable *InnerProductTypeTable(); - -inline const flatbuffers::TypeTable *PoolTypeTable(); - -inline const flatbuffers::TypeTable *Pool3DTypeTable(); - -inline const flatbuffers::TypeTable *ReluTypeTable(); - -inline const flatbuffers::TypeTable *Relu6TypeTable(); - -inline const flatbuffers::TypeTable *PReluTypeTable(); - -inline const flatbuffers::TypeTable *ELUTypeTable(); - -inline const flatbuffers::TypeTable *LRNTypeTable(); - -inline const flatbuffers::TypeTable *ArgMaxTypeTable(); - -inline const flatbuffers::TypeTable *AxisTypeTable(); - -inline const flatbuffers::TypeTable *InputTypeTable(); - -inline const flatbuffers::TypeTable *LSTMTypeTable(); - -inline const flatbuffers::TypeTable *SliceTypeTable(); - -inline const flatbuffers::TypeTable *BatchNormTypeTable(); - -inline const flatbuffers::TypeTable *ScaleTypeTable(); - -inline const flatbuffers::TypeTable *EltwiseTypeTable(); - -inline const flatbuffers::TypeTable *FlattenTypeTable(); - -inline const flatbuffers::TypeTable *PermuteTypeTable(); - -inline const flatbuffers::TypeTable *ReshapeTypeTable(); - -inline const flatbuffers::TypeTable *DetectionOutputTypeTable(); - -inline const flatbuffers::TypeTable *RoiParametersTypeTable(); - -inline const flatbuffers::TypeTable *ProposalTypeTable(); - -inline const flatbuffers::TypeTable *InterpTypeTable(); - -inline const flatbuffers::TypeTable *ResizeTypeTable(); - -inline const flatbuffers::TypeTable *PriorBoxTypeTable(); - -inline const flatbuffers::TypeTable *NormalizeTypeTable(); - -inline const flatbuffers::TypeTable *EltwiseInt8TypeTable(); - -inline const flatbuffers::TypeTable *CumSumTypeTable(); - -enum PadMode { - PadMode_CAFFE = 0, - PadMode_VALID = 1, - PadMode_SAME = 2, - PadMode_MIN = PadMode_CAFFE, - PadMode_MAX = PadMode_SAME -}; - -inline const PadMode (&EnumValuesPadMode())[3] { - static const PadMode values[] = { - PadMode_CAFFE, - PadMode_VALID, - PadMode_SAME - }; - return values; -} - -inline const char * const *EnumNamesPadMode() { - static const char * const names[] = { - "CAFFE", - "VALID", - "SAME", - nullptr - }; - return names; -} - -inline const char *EnumNamePadMode(PadMode e) { - if (e < PadMode_CAFFE || e > PadMode_SAME) return ""; - const size_t index = static_cast(e); - return EnumNamesPadMode()[index]; -} - -enum SparseAlgo { - SparseAlgo_RANDOM = 0, - SparseAlgo_SIMD_OC = 1, - SparseAlgo_MIN = SparseAlgo_RANDOM, - SparseAlgo_MAX = SparseAlgo_SIMD_OC -}; - -inline const SparseAlgo (&EnumValuesSparseAlgo())[2] { - static const SparseAlgo values[] = { - SparseAlgo_RANDOM, - SparseAlgo_SIMD_OC - }; - return values; -} - -inline const char * const *EnumNamesSparseAlgo() { - static const char * const names[] = { - "RANDOM", - "SIMD_OC", - nullptr - }; - return names; -} - -inline const char *EnumNameSparseAlgo(SparseAlgo e) { - if (e < SparseAlgo_RANDOM || e > SparseAlgo_SIMD_OC) return ""; - const size_t index = static_cast(e); - return EnumNamesSparseAlgo()[index]; -} - -enum QuantizeAlgo { - QuantizeAlgo_DEFAULT = 0, - QuantizeAlgo_OVERFLOW_AWARE = 1, - QuantizeAlgo_WINOGRAD_AWARE = 2, - QuantizeAlgo_MIN = QuantizeAlgo_DEFAULT, - QuantizeAlgo_MAX = QuantizeAlgo_WINOGRAD_AWARE -}; - -inline const QuantizeAlgo (&EnumValuesQuantizeAlgo())[3] { - static const QuantizeAlgo values[] = { - QuantizeAlgo_DEFAULT, - QuantizeAlgo_OVERFLOW_AWARE, - QuantizeAlgo_WINOGRAD_AWARE - }; - return values; -} - -inline const char * const *EnumNamesQuantizeAlgo() { - static const char * const names[] = { - "DEFAULT", - "OVERFLOW_AWARE", - "WINOGRAD_AWARE", - nullptr - }; - return names; -} - -inline const char *EnumNameQuantizeAlgo(QuantizeAlgo e) { - if (e < QuantizeAlgo_DEFAULT || e > QuantizeAlgo_WINOGRAD_AWARE) return ""; - const size_t index = static_cast(e); - return EnumNamesQuantizeAlgo()[index]; -} - -enum PoolType { - PoolType_MAXPOOL = 0, - PoolType_AVEPOOL = 1, - PoolType_MIN = PoolType_MAXPOOL, - PoolType_MAX = PoolType_AVEPOOL -}; - -inline const PoolType (&EnumValuesPoolType())[2] { - static const PoolType values[] = { - PoolType_MAXPOOL, - PoolType_AVEPOOL - }; - return values; -} - -inline const char * const *EnumNamesPoolType() { - static const char * const names[] = { - "MAXPOOL", - "AVEPOOL", - nullptr - }; - return names; -} - -inline const char *EnumNamePoolType(PoolType e) { - if (e < PoolType_MAXPOOL || e > PoolType_AVEPOOL) return ""; - const size_t index = static_cast(e); - return EnumNamesPoolType()[index]; -} - -enum PoolPadType { - PoolPadType_CAFFE = 0, - PoolPadType_VALID = 1, - PoolPadType_SAME = 2, - PoolPadType_MIN = PoolPadType_CAFFE, - PoolPadType_MAX = PoolPadType_SAME -}; - -inline const PoolPadType (&EnumValuesPoolPadType())[3] { - static const PoolPadType values[] = { - PoolPadType_CAFFE, - PoolPadType_VALID, - PoolPadType_SAME - }; - return values; -} - -inline const char * const *EnumNamesPoolPadType() { - static const char * const names[] = { - "CAFFE", - "VALID", - "SAME", - nullptr - }; - return names; -} - -inline const char *EnumNamePoolPadType(PoolPadType e) { - if (e < PoolPadType_CAFFE || e > PoolPadType_SAME) return ""; - const size_t index = static_cast(e); - return EnumNamesPoolPadType()[index]; -} - -enum AvgPoolCountType { - AvgPoolCountType_DEFAULT = 0, - AvgPoolCountType_INCLUDE_PADDING = 1, - AvgPoolCountType_EXCLUDE_PADDING = 2, - AvgPoolCountType_MIN = AvgPoolCountType_DEFAULT, - AvgPoolCountType_MAX = AvgPoolCountType_EXCLUDE_PADDING -}; - -inline const AvgPoolCountType (&EnumValuesAvgPoolCountType())[3] { - static const AvgPoolCountType values[] = { - AvgPoolCountType_DEFAULT, - AvgPoolCountType_INCLUDE_PADDING, - AvgPoolCountType_EXCLUDE_PADDING - }; - return values; -} - -inline const char * const *EnumNamesAvgPoolCountType() { - static const char * const names[] = { - "DEFAULT", - "INCLUDE_PADDING", - "EXCLUDE_PADDING", - nullptr - }; - return names; -} - -inline const char *EnumNameAvgPoolCountType(AvgPoolCountType e) { - if (e < AvgPoolCountType_DEFAULT || e > AvgPoolCountType_EXCLUDE_PADDING) return ""; - const size_t index = static_cast(e); - return EnumNamesAvgPoolCountType()[index]; -} - -enum EltwiseType { - EltwiseType_PROD = 0, - EltwiseType_SUM = 1, - EltwiseType_MAXIMUM = 2, - EltwiseType_SUB = 3, - EltwiseType_MIN = EltwiseType_PROD, - EltwiseType_MAX = EltwiseType_SUB -}; - -inline const EltwiseType (&EnumValuesEltwiseType())[4] { - static const EltwiseType values[] = { - EltwiseType_PROD, - EltwiseType_SUM, - EltwiseType_MAXIMUM, - EltwiseType_SUB - }; - return values; -} - -inline const char * const *EnumNamesEltwiseType() { - static const char * const names[] = { - "PROD", - "SUM", - "MAXIMUM", - "SUB", - nullptr - }; - return names; -} - -inline const char *EnumNameEltwiseType(EltwiseType e) { - if (e < EltwiseType_PROD || e > EltwiseType_SUB) return ""; - const size_t index = static_cast(e); - return EnumNamesEltwiseType()[index]; -} - -enum CoordinateTransformationMode { - CoordinateTransformationMode_NotSet = 0, - CoordinateTransformationMode_AlignCorners = 1, - CoordinateTransformationMode_HalfPixels = 2, - CoordinateTransformationMode_PytorchHalfPixels = 3, - CoordinateTransformationMode_Asymmetric = 4, - CoordinateTransformationMode_TensorflowHalfPixels = 5, - CoordinateTransformationMode_TensorflowCropAndResize = 6, - CoordinateTransformationMode_MIN = CoordinateTransformationMode_NotSet, - CoordinateTransformationMode_MAX = CoordinateTransformationMode_TensorflowCropAndResize -}; - -inline const CoordinateTransformationMode (&EnumValuesCoordinateTransformationMode())[7] { - static const CoordinateTransformationMode values[] = { - CoordinateTransformationMode_NotSet, - CoordinateTransformationMode_AlignCorners, - CoordinateTransformationMode_HalfPixels, - CoordinateTransformationMode_PytorchHalfPixels, - CoordinateTransformationMode_Asymmetric, - CoordinateTransformationMode_TensorflowHalfPixels, - CoordinateTransformationMode_TensorflowCropAndResize - }; - return values; -} - -inline const char * const *EnumNamesCoordinateTransformationMode() { - static const char * const names[] = { - "NotSet", - "AlignCorners", - "HalfPixels", - "PytorchHalfPixels", - "Asymmetric", - "TensorflowHalfPixels", - "TensorflowCropAndResize", - nullptr - }; - return names; -} - -inline const char *EnumNameCoordinateTransformationMode(CoordinateTransformationMode e) { - if (e < CoordinateTransformationMode_NotSet || e > CoordinateTransformationMode_TensorflowCropAndResize) return ""; - const size_t index = static_cast(e); - return EnumNamesCoordinateTransformationMode()[index]; -} - -struct Convolution2DCommonT : public flatbuffers::NativeTable { - typedef Convolution2DCommon TableType; - int32_t padX; - int32_t padY; - int32_t kernelX; - int32_t kernelY; - int32_t strideX; - int32_t strideY; - int32_t dilateX; - int32_t dilateY; - PadMode padMode; - int32_t group; - int32_t outputCount; - int32_t inputCount; - bool relu; - bool relu6; - std::vector pads; - std::vector outPads; - bool hasOutputShape; - Convolution2DCommonT() - : padX(0), - padY(0), - kernelX(1), - kernelY(1), - strideX(1), - strideY(1), - dilateX(1), - dilateY(1), - padMode(PadMode_CAFFE), - group(1), - outputCount(0), - inputCount(0), - relu(false), - relu6(false), - hasOutputShape(false) { - } -}; - -struct Convolution2DCommon FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Convolution2DCommonT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return Convolution2DCommonTypeTable(); - } - int32_t padX() const { - return GetField(4, 0); - } - int32_t padY() const { - return GetField(6, 0); - } - int32_t kernelX() const { - return GetField(8, 1); - } - int32_t kernelY() const { - return GetField(10, 1); - } - int32_t strideX() const { - return GetField(12, 1); - } - int32_t strideY() const { - return GetField(14, 1); - } - int32_t dilateX() const { - return GetField(16, 1); - } - int32_t dilateY() const { - return GetField(18, 1); - } - PadMode padMode() const { - return static_cast(GetField(20, 0)); - } - int32_t group() const { - return GetField(22, 1); - } - int32_t outputCount() const { - return GetField(24, 0); - } - int32_t inputCount() const { - return GetField(26, 0); - } - bool relu() const { - return GetField(28, 0) != 0; - } - bool relu6() const { - return GetField(30, 0) != 0; - } - const flatbuffers::Vector *pads() const { - return GetPointer *>(32); - } - const flatbuffers::Vector *outPads() const { - return GetPointer *>(34); - } - bool hasOutputShape() const { - return GetField(36, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - VerifyField(verifier, 26) && - VerifyField(verifier, 28) && - VerifyField(verifier, 30) && - VerifyOffset(verifier, 32) && - verifier.VerifyVector(pads()) && - VerifyOffset(verifier, 34) && - verifier.VerifyVector(outPads()) && - VerifyField(verifier, 36) && - verifier.EndTable(); - } - Convolution2DCommonT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(Convolution2DCommonT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DCommonT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct Convolution2DCommonBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_padX(int32_t padX) { - fbb_.AddElement(4, padX, 0); - } - void add_padY(int32_t padY) { - fbb_.AddElement(6, padY, 0); - } - void add_kernelX(int32_t kernelX) { - fbb_.AddElement(8, kernelX, 1); - } - void add_kernelY(int32_t kernelY) { - fbb_.AddElement(10, kernelY, 1); - } - void add_strideX(int32_t strideX) { - fbb_.AddElement(12, strideX, 1); - } - void add_strideY(int32_t strideY) { - fbb_.AddElement(14, strideY, 1); - } - void add_dilateX(int32_t dilateX) { - fbb_.AddElement(16, dilateX, 1); - } - void add_dilateY(int32_t dilateY) { - fbb_.AddElement(18, dilateY, 1); - } - void add_padMode(PadMode padMode) { - fbb_.AddElement(20, static_cast(padMode), 0); - } - void add_group(int32_t group) { - fbb_.AddElement(22, group, 1); - } - void add_outputCount(int32_t outputCount) { - fbb_.AddElement(24, outputCount, 0); - } - void add_inputCount(int32_t inputCount) { - fbb_.AddElement(26, inputCount, 0); - } - void add_relu(bool relu) { - fbb_.AddElement(28, static_cast(relu), 0); - } - void add_relu6(bool relu6) { - fbb_.AddElement(30, static_cast(relu6), 0); - } - void add_pads(flatbuffers::Offset> pads) { - fbb_.AddOffset(32, pads); - } - void add_outPads(flatbuffers::Offset> outPads) { - fbb_.AddOffset(34, outPads); - } - void add_hasOutputShape(bool hasOutputShape) { - fbb_.AddElement(36, static_cast(hasOutputShape), 0); - } - explicit Convolution2DCommonBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - Convolution2DCommonBuilder &operator=(const Convolution2DCommonBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateConvolution2DCommon( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t padX = 0, - int32_t padY = 0, - int32_t kernelX = 1, - int32_t kernelY = 1, - int32_t strideX = 1, - int32_t strideY = 1, - int32_t dilateX = 1, - int32_t dilateY = 1, - PadMode padMode = PadMode_CAFFE, - int32_t group = 1, - int32_t outputCount = 0, - int32_t inputCount = 0, - bool relu = false, - bool relu6 = false, - flatbuffers::Offset> pads = 0, - flatbuffers::Offset> outPads = 0, - bool hasOutputShape = false) { - Convolution2DCommonBuilder builder_(_fbb); - builder_.add_outPads(outPads); - builder_.add_pads(pads); - builder_.add_inputCount(inputCount); - builder_.add_outputCount(outputCount); - builder_.add_group(group); - builder_.add_dilateY(dilateY); - builder_.add_dilateX(dilateX); - builder_.add_strideY(strideY); - builder_.add_strideX(strideX); - builder_.add_kernelY(kernelY); - builder_.add_kernelX(kernelX); - builder_.add_padY(padY); - builder_.add_padX(padX); - builder_.add_hasOutputShape(hasOutputShape); - builder_.add_relu6(relu6); - builder_.add_relu(relu); - builder_.add_padMode(padMode); - return builder_.Finish(); -} - -flatbuffers::Offset CreateConvolution2DCommon(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DCommonT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct Convolution3DCommonT : public flatbuffers::NativeTable { - typedef Convolution3DCommon TableType; - std::vector dilates; - std::vector strides; - std::vector kernels; - std::vector pads; - PadMode padMode; - int32_t inputCount; - int32_t outputCount; - bool relu; - bool relu6; - int32_t group; - std::vector outPads; - bool hasOutputShape; - Convolution3DCommonT() - : padMode(PadMode_CAFFE), - inputCount(0), - outputCount(0), - relu(false), - relu6(false), - group(1), - hasOutputShape(false) { - } -}; - -struct Convolution3DCommon FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Convolution3DCommonT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return Convolution3DCommonTypeTable(); - } - const flatbuffers::Vector *dilates() const { - return GetPointer *>(4); - } - const flatbuffers::Vector *strides() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *kernels() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *pads() const { - return GetPointer *>(10); - } - PadMode padMode() const { - return static_cast(GetField(12, 0)); - } - int32_t inputCount() const { - return GetField(14, 0); - } - int32_t outputCount() const { - return GetField(16, 0); - } - bool relu() const { - return GetField(18, 0) != 0; - } - bool relu6() const { - return GetField(20, 0) != 0; - } - int32_t group() const { - return GetField(22, 1); - } - const flatbuffers::Vector *outPads() const { - return GetPointer *>(24); - } - bool hasOutputShape() const { - return GetField(26, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(dilates()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(strides()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(kernels()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(pads()) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyOffset(verifier, 24) && - verifier.VerifyVector(outPads()) && - VerifyField(verifier, 26) && - verifier.EndTable(); - } - Convolution3DCommonT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(Convolution3DCommonT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DCommonT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct Convolution3DCommonBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dilates(flatbuffers::Offset> dilates) { - fbb_.AddOffset(4, dilates); - } - void add_strides(flatbuffers::Offset> strides) { - fbb_.AddOffset(6, strides); - } - void add_kernels(flatbuffers::Offset> kernels) { - fbb_.AddOffset(8, kernels); - } - void add_pads(flatbuffers::Offset> pads) { - fbb_.AddOffset(10, pads); - } - void add_padMode(PadMode padMode) { - fbb_.AddElement(12, static_cast(padMode), 0); - } - void add_inputCount(int32_t inputCount) { - fbb_.AddElement(14, inputCount, 0); - } - void add_outputCount(int32_t outputCount) { - fbb_.AddElement(16, outputCount, 0); - } - void add_relu(bool relu) { - fbb_.AddElement(18, static_cast(relu), 0); - } - void add_relu6(bool relu6) { - fbb_.AddElement(20, static_cast(relu6), 0); - } - void add_group(int32_t group) { - fbb_.AddElement(22, group, 1); - } - void add_outPads(flatbuffers::Offset> outPads) { - fbb_.AddOffset(24, outPads); - } - void add_hasOutputShape(bool hasOutputShape) { - fbb_.AddElement(26, static_cast(hasOutputShape), 0); - } - explicit Convolution3DCommonBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - Convolution3DCommonBuilder &operator=(const Convolution3DCommonBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateConvolution3DCommon( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> dilates = 0, - flatbuffers::Offset> strides = 0, - flatbuffers::Offset> kernels = 0, - flatbuffers::Offset> pads = 0, - PadMode padMode = PadMode_CAFFE, - int32_t inputCount = 0, - int32_t outputCount = 0, - bool relu = false, - bool relu6 = false, - int32_t group = 1, - flatbuffers::Offset> outPads = 0, - bool hasOutputShape = false) { - Convolution3DCommonBuilder builder_(_fbb); - builder_.add_outPads(outPads); - builder_.add_group(group); - builder_.add_outputCount(outputCount); - builder_.add_inputCount(inputCount); - builder_.add_pads(pads); - builder_.add_kernels(kernels); - builder_.add_strides(strides); - builder_.add_dilates(dilates); - builder_.add_hasOutputShape(hasOutputShape); - builder_.add_relu6(relu6); - builder_.add_relu(relu); - builder_.add_padMode(padMode); - return builder_.Finish(); -} - -flatbuffers::Offset CreateConvolution3DCommon(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DCommonT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SparseCommonT : public flatbuffers::NativeTable { - typedef SparseCommon TableType; - SparseAlgo method; - std::vector> args; - SparseCommonT() - : method(SparseAlgo_RANDOM) { - } -}; - -struct SparseCommon FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SparseCommonT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SparseCommonTypeTable(); - } - SparseAlgo method() const { - return static_cast(GetField(4, 0)); - } - const flatbuffers::Vector> *args() const { - return GetPointer> *>(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(args()) && - verifier.VerifyVectorOfTables(args()) && - verifier.EndTable(); - } - SparseCommonT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SparseCommonT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SparseCommonT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SparseCommonBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_method(SparseAlgo method) { - fbb_.AddElement(4, static_cast(method), 0); - } - void add_args(flatbuffers::Offset>> args) { - fbb_.AddOffset(6, args); - } - explicit SparseCommonBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SparseCommonBuilder &operator=(const SparseCommonBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSparseCommon( - flatbuffers::FlatBufferBuilder &_fbb, - SparseAlgo method = SparseAlgo_RANDOM, - flatbuffers::Offset>> args = 0) { - SparseCommonBuilder builder_(_fbb); - builder_.add_args(args); - builder_.add_method(method); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSparseCommon(flatbuffers::FlatBufferBuilder &_fbb, const SparseCommonT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct IDSTQuanT : public flatbuffers::NativeTable { - typedef IDSTQuan TableType; - std::vector buffer; - std::vector alpha; - int32_t type; - bool useInt32; - float quantScale; - float scaleIn; - float scaleOut; - int32_t aMax; - int32_t aMin; - int32_t readType; - bool has_scaleInt; - bool shapeInt32; - uint32_t weightSize; - std::vector index; - IDSTQuanT() - : type(0), - useInt32(false), - quantScale(0.0f), - scaleIn(0.0f), - scaleOut(0.0f), - aMax(0), - aMin(0), - readType(0), - has_scaleInt(false), - shapeInt32(false), - weightSize(0) { - } -}; - -struct IDSTQuan FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef IDSTQuanT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return IDSTQuanTypeTable(); - } - const flatbuffers::Vector *buffer() const { - return GetPointer *>(4); - } - const flatbuffers::Vector *alpha() const { - return GetPointer *>(6); - } - int32_t type() const { - return GetField(8, 0); - } - bool useInt32() const { - return GetField(10, 0) != 0; - } - float quantScale() const { - return GetField(12, 0.0f); - } - float scaleIn() const { - return GetField(14, 0.0f); - } - float scaleOut() const { - return GetField(16, 0.0f); - } - int32_t aMax() const { - return GetField(18, 0); - } - int32_t aMin() const { - return GetField(20, 0); - } - int32_t readType() const { - return GetField(22, 0); - } - bool has_scaleInt() const { - return GetField(24, 0) != 0; - } - bool shapeInt32() const { - return GetField(26, 0) != 0; - } - uint32_t weightSize() const { - return GetField(28, 0); - } - const flatbuffers::Vector *index() const { - return GetPointer *>(30); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(buffer()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(alpha()) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - VerifyField(verifier, 26) && - VerifyField(verifier, 28) && - VerifyOffset(verifier, 30) && - verifier.VerifyVector(index()) && - verifier.EndTable(); - } - IDSTQuanT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(IDSTQuanT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const IDSTQuanT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct IDSTQuanBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_buffer(flatbuffers::Offset> buffer) { - fbb_.AddOffset(4, buffer); - } - void add_alpha(flatbuffers::Offset> alpha) { - fbb_.AddOffset(6, alpha); - } - void add_type(int32_t type) { - fbb_.AddElement(8, type, 0); - } - void add_useInt32(bool useInt32) { - fbb_.AddElement(10, static_cast(useInt32), 0); - } - void add_quantScale(float quantScale) { - fbb_.AddElement(12, quantScale, 0.0f); - } - void add_scaleIn(float scaleIn) { - fbb_.AddElement(14, scaleIn, 0.0f); - } - void add_scaleOut(float scaleOut) { - fbb_.AddElement(16, scaleOut, 0.0f); - } - void add_aMax(int32_t aMax) { - fbb_.AddElement(18, aMax, 0); - } - void add_aMin(int32_t aMin) { - fbb_.AddElement(20, aMin, 0); - } - void add_readType(int32_t readType) { - fbb_.AddElement(22, readType, 0); - } - void add_has_scaleInt(bool has_scaleInt) { - fbb_.AddElement(24, static_cast(has_scaleInt), 0); - } - void add_shapeInt32(bool shapeInt32) { - fbb_.AddElement(26, static_cast(shapeInt32), 0); - } - void add_weightSize(uint32_t weightSize) { - fbb_.AddElement(28, weightSize, 0); - } - void add_index(flatbuffers::Offset> index) { - fbb_.AddOffset(30, index); - } - explicit IDSTQuanBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - IDSTQuanBuilder &operator=(const IDSTQuanBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateIDSTQuan( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> buffer = 0, - flatbuffers::Offset> alpha = 0, - int32_t type = 0, - bool useInt32 = false, - float quantScale = 0.0f, - float scaleIn = 0.0f, - float scaleOut = 0.0f, - int32_t aMax = 0, - int32_t aMin = 0, - int32_t readType = 0, - bool has_scaleInt = false, - bool shapeInt32 = false, - uint32_t weightSize = 0, - flatbuffers::Offset> index = 0) { - IDSTQuanBuilder builder_(_fbb); - builder_.add_index(index); - builder_.add_weightSize(weightSize); - builder_.add_readType(readType); - builder_.add_aMin(aMin); - builder_.add_aMax(aMax); - builder_.add_scaleOut(scaleOut); - builder_.add_scaleIn(scaleIn); - builder_.add_quantScale(quantScale); - builder_.add_type(type); - builder_.add_alpha(alpha); - builder_.add_buffer(buffer); - builder_.add_shapeInt32(shapeInt32); - builder_.add_has_scaleInt(has_scaleInt); - builder_.add_useInt32(useInt32); - return builder_.Finish(); -} - -flatbuffers::Offset CreateIDSTQuan(flatbuffers::FlatBufferBuilder &_fbb, const IDSTQuanT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedFloatParamT : public flatbuffers::NativeTable { - typedef QuantizedFloatParam TableType; - std::vector weight; - std::vector bias; - std::vector scale; - std::vector tensorScale; - QuantizeAlgo method; - int32_t nbits; - int8_t zeroPoint; - int8_t outputZeroPoint; - int8_t clampMin; - int8_t clampMax; - std::vector winogradAttr; - QuantizedFloatParamT() - : method(QuantizeAlgo_DEFAULT), - nbits(8), - zeroPoint(0), - outputZeroPoint(0), - clampMin(-128), - clampMax(127) { - } -}; - -struct QuantizedFloatParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedFloatParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedFloatParamTypeTable(); - } - const flatbuffers::Vector *weight() const { - return GetPointer *>(4); - } - const flatbuffers::Vector *bias() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *scale() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *tensorScale() const { - return GetPointer *>(10); - } - QuantizeAlgo method() const { - return static_cast(GetField(12, 0)); - } - int32_t nbits() const { - return GetField(14, 8); - } - int8_t zeroPoint() const { - return GetField(16, 0); - } - int8_t outputZeroPoint() const { - return GetField(18, 0); - } - int8_t clampMin() const { - return GetField(20, -128); - } - int8_t clampMax() const { - return GetField(22, 127); - } - const flatbuffers::Vector *winogradAttr() const { - return GetPointer *>(24); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(weight()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(bias()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(scale()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(tensorScale()) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyOffset(verifier, 24) && - verifier.VerifyVector(winogradAttr()) && - verifier.EndTable(); - } - QuantizedFloatParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedFloatParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedFloatParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedFloatParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_weight(flatbuffers::Offset> weight) { - fbb_.AddOffset(4, weight); - } - void add_bias(flatbuffers::Offset> bias) { - fbb_.AddOffset(6, bias); - } - void add_scale(flatbuffers::Offset> scale) { - fbb_.AddOffset(8, scale); - } - void add_tensorScale(flatbuffers::Offset> tensorScale) { - fbb_.AddOffset(10, tensorScale); - } - void add_method(QuantizeAlgo method) { - fbb_.AddElement(12, static_cast(method), 0); - } - void add_nbits(int32_t nbits) { - fbb_.AddElement(14, nbits, 8); - } - void add_zeroPoint(int8_t zeroPoint) { - fbb_.AddElement(16, zeroPoint, 0); - } - void add_outputZeroPoint(int8_t outputZeroPoint) { - fbb_.AddElement(18, outputZeroPoint, 0); - } - void add_clampMin(int8_t clampMin) { - fbb_.AddElement(20, clampMin, -128); - } - void add_clampMax(int8_t clampMax) { - fbb_.AddElement(22, clampMax, 127); - } - void add_winogradAttr(flatbuffers::Offset> winogradAttr) { - fbb_.AddOffset(24, winogradAttr); - } - explicit QuantizedFloatParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedFloatParamBuilder &operator=(const QuantizedFloatParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedFloatParam( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> weight = 0, - flatbuffers::Offset> bias = 0, - flatbuffers::Offset> scale = 0, - flatbuffers::Offset> tensorScale = 0, - QuantizeAlgo method = QuantizeAlgo_DEFAULT, - int32_t nbits = 8, - int8_t zeroPoint = 0, - int8_t outputZeroPoint = 0, - int8_t clampMin = -128, - int8_t clampMax = 127, - flatbuffers::Offset> winogradAttr = 0) { - QuantizedFloatParamBuilder builder_(_fbb); - builder_.add_winogradAttr(winogradAttr); - builder_.add_nbits(nbits); - builder_.add_tensorScale(tensorScale); - builder_.add_scale(scale); - builder_.add_bias(bias); - builder_.add_weight(weight); - builder_.add_clampMax(clampMax); - builder_.add_clampMin(clampMin); - builder_.add_outputZeroPoint(outputZeroPoint); - builder_.add_zeroPoint(zeroPoint); - builder_.add_method(method); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedFloatParam(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedFloatParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct Convolution2DT : public flatbuffers::NativeTable { - typedef Convolution2D TableType; - std::unique_ptr common; - std::vector weight; - std::vector bias; - std::unique_ptr quanParameter; - std::unique_ptr symmetricQuan; - std::unique_ptr sparseParameter; - std::vector external; - Convolution2DT() { - } -}; - -struct Convolution2D FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Convolution2DT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return Convolution2DTypeTable(); - } - const Convolution2DCommon *common() const { - return GetPointer(4); - } - const flatbuffers::Vector *weight() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *bias() const { - return GetPointer *>(8); - } - const IDSTQuan *quanParameter() const { - return GetPointer(10); - } - const QuantizedFloatParam *symmetricQuan() const { - return GetPointer(12); - } - const SparseCommon *sparseParameter() const { - return GetPointer(14); - } - const flatbuffers::Vector *external() const { - return GetPointer *>(16); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(common()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(weight()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(bias()) && - VerifyOffset(verifier, 10) && - verifier.VerifyTable(quanParameter()) && - VerifyOffset(verifier, 12) && - verifier.VerifyTable(symmetricQuan()) && - VerifyOffset(verifier, 14) && - verifier.VerifyTable(sparseParameter()) && - VerifyOffset(verifier, 16) && - verifier.VerifyVector(external()) && - verifier.EndTable(); - } - Convolution2DT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(Convolution2DT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct Convolution2DBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_common(flatbuffers::Offset common) { - fbb_.AddOffset(4, common); - } - void add_weight(flatbuffers::Offset> weight) { - fbb_.AddOffset(6, weight); - } - void add_bias(flatbuffers::Offset> bias) { - fbb_.AddOffset(8, bias); - } - void add_quanParameter(flatbuffers::Offset quanParameter) { - fbb_.AddOffset(10, quanParameter); - } - void add_symmetricQuan(flatbuffers::Offset symmetricQuan) { - fbb_.AddOffset(12, symmetricQuan); - } - void add_sparseParameter(flatbuffers::Offset sparseParameter) { - fbb_.AddOffset(14, sparseParameter); - } - void add_external(flatbuffers::Offset> external) { - fbb_.AddOffset(16, external); - } - explicit Convolution2DBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - Convolution2DBuilder &operator=(const Convolution2DBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateConvolution2D( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset common = 0, - flatbuffers::Offset> weight = 0, - flatbuffers::Offset> bias = 0, - flatbuffers::Offset quanParameter = 0, - flatbuffers::Offset symmetricQuan = 0, - flatbuffers::Offset sparseParameter = 0, - flatbuffers::Offset> external = 0) { - Convolution2DBuilder builder_(_fbb); - builder_.add_external(external); - builder_.add_sparseParameter(sparseParameter); - builder_.add_symmetricQuan(symmetricQuan); - builder_.add_quanParameter(quanParameter); - builder_.add_bias(bias); - builder_.add_weight(weight); - builder_.add_common(common); - return builder_.Finish(); -} - -flatbuffers::Offset CreateConvolution2D(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct Convolution3DT : public flatbuffers::NativeTable { - typedef Convolution3D TableType; - std::unique_ptr common; - std::vector weight; - std::vector bias; - std::vector external; - Convolution3DT() { - } -}; - -struct Convolution3D FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Convolution3DT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return Convolution3DTypeTable(); - } - const Convolution3DCommon *common() const { - return GetPointer(4); - } - const flatbuffers::Vector *weight() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *bias() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *external() const { - return GetPointer *>(10); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(common()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(weight()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(bias()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(external()) && - verifier.EndTable(); - } - Convolution3DT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(Convolution3DT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct Convolution3DBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_common(flatbuffers::Offset common) { - fbb_.AddOffset(4, common); - } - void add_weight(flatbuffers::Offset> weight) { - fbb_.AddOffset(6, weight); - } - void add_bias(flatbuffers::Offset> bias) { - fbb_.AddOffset(8, bias); - } - void add_external(flatbuffers::Offset> external) { - fbb_.AddOffset(10, external); - } - explicit Convolution3DBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - Convolution3DBuilder &operator=(const Convolution3DBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateConvolution3D( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset common = 0, - flatbuffers::Offset> weight = 0, - flatbuffers::Offset> bias = 0, - flatbuffers::Offset> external = 0) { - Convolution3DBuilder builder_(_fbb); - builder_.add_external(external); - builder_.add_bias(bias); - builder_.add_weight(weight); - builder_.add_common(common); - return builder_.Finish(); -} - -flatbuffers::Offset CreateConvolution3D(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct InnerProductT : public flatbuffers::NativeTable { - typedef InnerProduct TableType; - int32_t outputCount; - int32_t biasTerm; - int32_t weightSize; - std::vector weight; - std::vector bias; - int32_t axis; - bool transpose; - std::unique_ptr quanParameter; - InnerProductT() - : outputCount(0), - biasTerm(0), - weightSize(0), - axis(0), - transpose(false) { - } -}; - -struct InnerProduct FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef InnerProductT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return InnerProductTypeTable(); - } - int32_t outputCount() const { - return GetField(4, 0); - } - int32_t biasTerm() const { - return GetField(6, 0); - } - int32_t weightSize() const { - return GetField(8, 0); - } - const flatbuffers::Vector *weight() const { - return GetPointer *>(10); - } - const flatbuffers::Vector *bias() const { - return GetPointer *>(12); - } - int32_t axis() const { - return GetField(14, 0); - } - bool transpose() const { - return GetField(16, 0) != 0; - } - const IDSTQuan *quanParameter() const { - return GetPointer(18); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(weight()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(bias()) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyOffset(verifier, 18) && - verifier.VerifyTable(quanParameter()) && - verifier.EndTable(); - } - InnerProductT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(InnerProductT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const InnerProductT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct InnerProductBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_outputCount(int32_t outputCount) { - fbb_.AddElement(4, outputCount, 0); - } - void add_biasTerm(int32_t biasTerm) { - fbb_.AddElement(6, biasTerm, 0); - } - void add_weightSize(int32_t weightSize) { - fbb_.AddElement(8, weightSize, 0); - } - void add_weight(flatbuffers::Offset> weight) { - fbb_.AddOffset(10, weight); - } - void add_bias(flatbuffers::Offset> bias) { - fbb_.AddOffset(12, bias); - } - void add_axis(int32_t axis) { - fbb_.AddElement(14, axis, 0); - } - void add_transpose(bool transpose) { - fbb_.AddElement(16, static_cast(transpose), 0); - } - void add_quanParameter(flatbuffers::Offset quanParameter) { - fbb_.AddOffset(18, quanParameter); - } - explicit InnerProductBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - InnerProductBuilder &operator=(const InnerProductBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateInnerProduct( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t outputCount = 0, - int32_t biasTerm = 0, - int32_t weightSize = 0, - flatbuffers::Offset> weight = 0, - flatbuffers::Offset> bias = 0, - int32_t axis = 0, - bool transpose = false, - flatbuffers::Offset quanParameter = 0) { - InnerProductBuilder builder_(_fbb); - builder_.add_quanParameter(quanParameter); - builder_.add_axis(axis); - builder_.add_bias(bias); - builder_.add_weight(weight); - builder_.add_weightSize(weightSize); - builder_.add_biasTerm(biasTerm); - builder_.add_outputCount(outputCount); - builder_.add_transpose(transpose); - return builder_.Finish(); -} - -flatbuffers::Offset CreateInnerProduct(flatbuffers::FlatBufferBuilder &_fbb, const InnerProductT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct PoolT : public flatbuffers::NativeTable { - typedef Pool TableType; - int32_t padX; - int32_t padY; - bool isGlobal; - int32_t kernelX; - int32_t kernelY; - int32_t strideX; - int32_t strideY; - PoolType type; - PoolPadType padType; - DataType dataType; - bool ceilModel; - std::vector pads; - AvgPoolCountType countType; - PoolT() - : padX(0), - padY(0), - isGlobal(false), - kernelX(0), - kernelY(0), - strideX(0), - strideY(0), - type(PoolType_MAXPOOL), - padType(PoolPadType_CAFFE), - dataType(DataType_DT_FLOAT), - ceilModel(true), - countType(AvgPoolCountType_DEFAULT) { - } -}; - -struct Pool FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PoolT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return PoolTypeTable(); - } - int32_t padX() const { - return GetField(4, 0); - } - int32_t padY() const { - return GetField(6, 0); - } - bool isGlobal() const { - return GetField(8, 0) != 0; - } - int32_t kernelX() const { - return GetField(10, 0); - } - int32_t kernelY() const { - return GetField(12, 0); - } - int32_t strideX() const { - return GetField(14, 0); - } - int32_t strideY() const { - return GetField(16, 0); - } - PoolType type() const { - return static_cast(GetField(18, 0)); - } - PoolPadType padType() const { - return static_cast(GetField(20, 0)); - } - DataType dataType() const { - return static_cast(GetField(22, 1)); - } - bool ceilModel() const { - return GetField(24, 1) != 0; - } - const flatbuffers::Vector *pads() const { - return GetPointer *>(26); - } - AvgPoolCountType countType() const { - return static_cast(GetField(28, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - VerifyOffset(verifier, 26) && - verifier.VerifyVector(pads()) && - VerifyField(verifier, 28) && - verifier.EndTable(); - } - PoolT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(PoolT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const PoolT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct PoolBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_padX(int32_t padX) { - fbb_.AddElement(4, padX, 0); - } - void add_padY(int32_t padY) { - fbb_.AddElement(6, padY, 0); - } - void add_isGlobal(bool isGlobal) { - fbb_.AddElement(8, static_cast(isGlobal), 0); - } - void add_kernelX(int32_t kernelX) { - fbb_.AddElement(10, kernelX, 0); - } - void add_kernelY(int32_t kernelY) { - fbb_.AddElement(12, kernelY, 0); - } - void add_strideX(int32_t strideX) { - fbb_.AddElement(14, strideX, 0); - } - void add_strideY(int32_t strideY) { - fbb_.AddElement(16, strideY, 0); - } - void add_type(PoolType type) { - fbb_.AddElement(18, static_cast(type), 0); - } - void add_padType(PoolPadType padType) { - fbb_.AddElement(20, static_cast(padType), 0); - } - void add_dataType(DataType dataType) { - fbb_.AddElement(22, static_cast(dataType), 1); - } - void add_ceilModel(bool ceilModel) { - fbb_.AddElement(24, static_cast(ceilModel), 1); - } - void add_pads(flatbuffers::Offset> pads) { - fbb_.AddOffset(26, pads); - } - void add_countType(AvgPoolCountType countType) { - fbb_.AddElement(28, static_cast(countType), 0); - } - explicit PoolBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - PoolBuilder &operator=(const PoolBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePool( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t padX = 0, - int32_t padY = 0, - bool isGlobal = false, - int32_t kernelX = 0, - int32_t kernelY = 0, - int32_t strideX = 0, - int32_t strideY = 0, - PoolType type = PoolType_MAXPOOL, - PoolPadType padType = PoolPadType_CAFFE, - DataType dataType = DataType_DT_FLOAT, - bool ceilModel = true, - flatbuffers::Offset> pads = 0, - AvgPoolCountType countType = AvgPoolCountType_DEFAULT) { - PoolBuilder builder_(_fbb); - builder_.add_pads(pads); - builder_.add_dataType(dataType); - builder_.add_strideY(strideY); - builder_.add_strideX(strideX); - builder_.add_kernelY(kernelY); - builder_.add_kernelX(kernelX); - builder_.add_padY(padY); - builder_.add_padX(padX); - builder_.add_countType(countType); - builder_.add_ceilModel(ceilModel); - builder_.add_padType(padType); - builder_.add_type(type); - builder_.add_isGlobal(isGlobal); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePool(flatbuffers::FlatBufferBuilder &_fbb, const PoolT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct Pool3DT : public flatbuffers::NativeTable { - typedef Pool3D TableType; - std::vector strides; - std::vector kernels; - std::vector pads; - PoolType type; - PoolPadType padType; - bool isGlobal; - Pool3DT() - : type(PoolType_MAXPOOL), - padType(PoolPadType_CAFFE), - isGlobal(false) { - } -}; - -struct Pool3D FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Pool3DT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return Pool3DTypeTable(); - } - const flatbuffers::Vector *strides() const { - return GetPointer *>(4); - } - const flatbuffers::Vector *kernels() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *pads() const { - return GetPointer *>(8); - } - PoolType type() const { - return static_cast(GetField(10, 0)); - } - PoolPadType padType() const { - return static_cast(GetField(12, 0)); - } - bool isGlobal() const { - return GetField(14, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(strides()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(kernels()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(pads()) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - verifier.EndTable(); - } - Pool3DT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(Pool3DT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const Pool3DT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct Pool3DBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_strides(flatbuffers::Offset> strides) { - fbb_.AddOffset(4, strides); - } - void add_kernels(flatbuffers::Offset> kernels) { - fbb_.AddOffset(6, kernels); - } - void add_pads(flatbuffers::Offset> pads) { - fbb_.AddOffset(8, pads); - } - void add_type(PoolType type) { - fbb_.AddElement(10, static_cast(type), 0); - } - void add_padType(PoolPadType padType) { - fbb_.AddElement(12, static_cast(padType), 0); - } - void add_isGlobal(bool isGlobal) { - fbb_.AddElement(14, static_cast(isGlobal), 0); - } - explicit Pool3DBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - Pool3DBuilder &operator=(const Pool3DBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePool3D( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> strides = 0, - flatbuffers::Offset> kernels = 0, - flatbuffers::Offset> pads = 0, - PoolType type = PoolType_MAXPOOL, - PoolPadType padType = PoolPadType_CAFFE, - bool isGlobal = false) { - Pool3DBuilder builder_(_fbb); - builder_.add_pads(pads); - builder_.add_kernels(kernels); - builder_.add_strides(strides); - builder_.add_isGlobal(isGlobal); - builder_.add_padType(padType); - builder_.add_type(type); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePool3D(flatbuffers::FlatBufferBuilder &_fbb, const Pool3DT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ReluT : public flatbuffers::NativeTable { - typedef Relu TableType; - float slope; - ReluT() - : slope(0.0f) { - } -}; - -struct Relu FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReluT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ReluTypeTable(); - } - float slope() const { - return GetField(4, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - ReluT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ReluT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReluT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ReluBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_slope(float slope) { - fbb_.AddElement(4, slope, 0.0f); - } - explicit ReluBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ReluBuilder &operator=(const ReluBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRelu( - flatbuffers::FlatBufferBuilder &_fbb, - float slope = 0.0f) { - ReluBuilder builder_(_fbb); - builder_.add_slope(slope); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRelu(flatbuffers::FlatBufferBuilder &_fbb, const ReluT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct Relu6T : public flatbuffers::NativeTable { - typedef Relu6 TableType; - float minValue; - float maxValue; - Relu6T() - : minValue(0.0f), - maxValue(6.0f) { - } -}; - -struct Relu6 FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Relu6T NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return Relu6TypeTable(); - } - float minValue() const { - return GetField(4, 0.0f); - } - float maxValue() const { - return GetField(6, 6.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - Relu6T *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(Relu6T *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const Relu6T* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct Relu6Builder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_minValue(float minValue) { - fbb_.AddElement(4, minValue, 0.0f); - } - void add_maxValue(float maxValue) { - fbb_.AddElement(6, maxValue, 6.0f); - } - explicit Relu6Builder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - Relu6Builder &operator=(const Relu6Builder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRelu6( - flatbuffers::FlatBufferBuilder &_fbb, - float minValue = 0.0f, - float maxValue = 6.0f) { - Relu6Builder builder_(_fbb); - builder_.add_maxValue(maxValue); - builder_.add_minValue(minValue); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRelu6(flatbuffers::FlatBufferBuilder &_fbb, const Relu6T *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct PReluT : public flatbuffers::NativeTable { - typedef PRelu TableType; - int32_t slopeCount; - std::vector slope; - PReluT() - : slopeCount(0) { - } -}; - -struct PRelu FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PReluT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return PReluTypeTable(); - } - int32_t slopeCount() const { - return GetField(4, 0); - } - const flatbuffers::Vector *slope() const { - return GetPointer *>(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(slope()) && - verifier.EndTable(); - } - PReluT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(PReluT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const PReluT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct PReluBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_slopeCount(int32_t slopeCount) { - fbb_.AddElement(4, slopeCount, 0); - } - void add_slope(flatbuffers::Offset> slope) { - fbb_.AddOffset(6, slope); - } - explicit PReluBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - PReluBuilder &operator=(const PReluBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePRelu( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t slopeCount = 0, - flatbuffers::Offset> slope = 0) { - PReluBuilder builder_(_fbb); - builder_.add_slope(slope); - builder_.add_slopeCount(slopeCount); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePRelu(flatbuffers::FlatBufferBuilder &_fbb, const PReluT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ELUT : public flatbuffers::NativeTable { - typedef ELU TableType; - float alpha; - ELUT() - : alpha(0.0f) { - } -}; - -struct ELU FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ELUT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ELUTypeTable(); - } - float alpha() const { - return GetField(4, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - ELUT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ELUT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ELUT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ELUBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_alpha(float alpha) { - fbb_.AddElement(4, alpha, 0.0f); - } - explicit ELUBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ELUBuilder &operator=(const ELUBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateELU( - flatbuffers::FlatBufferBuilder &_fbb, - float alpha = 0.0f) { - ELUBuilder builder_(_fbb); - builder_.add_alpha(alpha); - return builder_.Finish(); -} - -flatbuffers::Offset CreateELU(flatbuffers::FlatBufferBuilder &_fbb, const ELUT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct LRNT : public flatbuffers::NativeTable { - typedef LRN TableType; - int32_t regionType; - int32_t localSize; - float alpha; - float beta; - float bias; - LRNT() - : regionType(0), - localSize(0), - alpha(0.0f), - beta(0.0f), - bias(1.0f) { - } -}; - -struct LRN FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LRNT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return LRNTypeTable(); - } - int32_t regionType() const { - return GetField(4, 0); - } - int32_t localSize() const { - return GetField(6, 0); - } - float alpha() const { - return GetField(8, 0.0f); - } - float beta() const { - return GetField(10, 0.0f); - } - float bias() const { - return GetField(12, 1.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - verifier.EndTable(); - } - LRNT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(LRNT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const LRNT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct LRNBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_regionType(int32_t regionType) { - fbb_.AddElement(4, regionType, 0); - } - void add_localSize(int32_t localSize) { - fbb_.AddElement(6, localSize, 0); - } - void add_alpha(float alpha) { - fbb_.AddElement(8, alpha, 0.0f); - } - void add_beta(float beta) { - fbb_.AddElement(10, beta, 0.0f); - } - void add_bias(float bias) { - fbb_.AddElement(12, bias, 1.0f); - } - explicit LRNBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - LRNBuilder &operator=(const LRNBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateLRN( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t regionType = 0, - int32_t localSize = 0, - float alpha = 0.0f, - float beta = 0.0f, - float bias = 1.0f) { - LRNBuilder builder_(_fbb); - builder_.add_bias(bias); - builder_.add_beta(beta); - builder_.add_alpha(alpha); - builder_.add_localSize(localSize); - builder_.add_regionType(regionType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateLRN(flatbuffers::FlatBufferBuilder &_fbb, const LRNT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ArgMaxT : public flatbuffers::NativeTable { - typedef ArgMax TableType; - int32_t outMaxVal; - int32_t topK; - int32_t axis; - int32_t softmaxThreshold; - ArgMaxT() - : outMaxVal(0), - topK(0), - axis(0), - softmaxThreshold(0) { - } -}; - -struct ArgMax FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ArgMaxT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ArgMaxTypeTable(); - } - int32_t outMaxVal() const { - return GetField(4, 0); - } - int32_t topK() const { - return GetField(6, 0); - } - int32_t axis() const { - return GetField(8, 0); - } - int32_t softmaxThreshold() const { - return GetField(10, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - verifier.EndTable(); - } - ArgMaxT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ArgMaxT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ArgMaxT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ArgMaxBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_outMaxVal(int32_t outMaxVal) { - fbb_.AddElement(4, outMaxVal, 0); - } - void add_topK(int32_t topK) { - fbb_.AddElement(6, topK, 0); - } - void add_axis(int32_t axis) { - fbb_.AddElement(8, axis, 0); - } - void add_softmaxThreshold(int32_t softmaxThreshold) { - fbb_.AddElement(10, softmaxThreshold, 0); - } - explicit ArgMaxBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ArgMaxBuilder &operator=(const ArgMaxBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateArgMax( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t outMaxVal = 0, - int32_t topK = 0, - int32_t axis = 0, - int32_t softmaxThreshold = 0) { - ArgMaxBuilder builder_(_fbb); - builder_.add_softmaxThreshold(softmaxThreshold); - builder_.add_axis(axis); - builder_.add_topK(topK); - builder_.add_outMaxVal(outMaxVal); - return builder_.Finish(); -} - -flatbuffers::Offset CreateArgMax(flatbuffers::FlatBufferBuilder &_fbb, const ArgMaxT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct AxisT : public flatbuffers::NativeTable { - typedef Axis TableType; - int32_t axis; - AxisT() - : axis(0) { - } -}; - -struct Axis FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef AxisT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return AxisTypeTable(); - } - int32_t axis() const { - return GetField(4, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - AxisT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(AxisT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const AxisT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct AxisBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(int32_t axis) { - fbb_.AddElement(4, axis, 0); - } - explicit AxisBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - AxisBuilder &operator=(const AxisBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateAxis( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t axis = 0) { - AxisBuilder builder_(_fbb); - builder_.add_axis(axis); - return builder_.Finish(); -} - -flatbuffers::Offset CreateAxis(flatbuffers::FlatBufferBuilder &_fbb, const AxisT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct InputT : public flatbuffers::NativeTable { - typedef Input TableType; - std::vector dims; - DataType dtype; - MNN_DATA_FORMAT dformat; - InputT() - : dtype(DataType_DT_FLOAT), - dformat(MNN_DATA_FORMAT_NC4HW4) { - } -}; - -struct Input FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef InputT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return InputTypeTable(); - } - const flatbuffers::Vector *dims() const { - return GetPointer *>(4); - } - DataType dtype() const { - return static_cast(GetField(6, 1)); - } - MNN_DATA_FORMAT dformat() const { - return static_cast(GetField(8, 2)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(dims()) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - InputT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(InputT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const InputT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct InputBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dims(flatbuffers::Offset> dims) { - fbb_.AddOffset(4, dims); - } - void add_dtype(DataType dtype) { - fbb_.AddElement(6, static_cast(dtype), 1); - } - void add_dformat(MNN_DATA_FORMAT dformat) { - fbb_.AddElement(8, static_cast(dformat), 2); - } - explicit InputBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - InputBuilder &operator=(const InputBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateInput( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> dims = 0, - DataType dtype = DataType_DT_FLOAT, - MNN_DATA_FORMAT dformat = MNN_DATA_FORMAT_NC4HW4) { - InputBuilder builder_(_fbb); - builder_.add_dtype(dtype); - builder_.add_dims(dims); - builder_.add_dformat(dformat); - return builder_.Finish(); -} - -flatbuffers::Offset CreateInput(flatbuffers::FlatBufferBuilder &_fbb, const InputT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct LSTMT : public flatbuffers::NativeTable { - typedef LSTM TableType; - int32_t outputCount; - int32_t weightSize; - float clippingThreshold; - std::unique_ptr weightI; - std::unique_ptr weightH; - std::unique_ptr bias; - std::unique_ptr weightIQ; - std::unique_ptr weightIA; - float quantScale; - LSTMT() - : outputCount(0), - weightSize(0), - clippingThreshold(0.0f), - quantScale(0.0f) { - } -}; - -struct LSTM FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LSTMT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return LSTMTypeTable(); - } - int32_t outputCount() const { - return GetField(4, 0); - } - int32_t weightSize() const { - return GetField(6, 0); - } - float clippingThreshold() const { - return GetField(8, 0.0f); - } - const Blob *weightI() const { - return GetPointer(10); - } - const Blob *weightH() const { - return GetPointer(12); - } - const Blob *bias() const { - return GetPointer(14); - } - const Blob *weightIQ() const { - return GetPointer(16); - } - const Blob *weightIA() const { - return GetPointer(18); - } - float quantScale() const { - return GetField(20, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyOffset(verifier, 10) && - verifier.VerifyTable(weightI()) && - VerifyOffset(verifier, 12) && - verifier.VerifyTable(weightH()) && - VerifyOffset(verifier, 14) && - verifier.VerifyTable(bias()) && - VerifyOffset(verifier, 16) && - verifier.VerifyTable(weightIQ()) && - VerifyOffset(verifier, 18) && - verifier.VerifyTable(weightIA()) && - VerifyField(verifier, 20) && - verifier.EndTable(); - } - LSTMT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(LSTMT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const LSTMT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct LSTMBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_outputCount(int32_t outputCount) { - fbb_.AddElement(4, outputCount, 0); - } - void add_weightSize(int32_t weightSize) { - fbb_.AddElement(6, weightSize, 0); - } - void add_clippingThreshold(float clippingThreshold) { - fbb_.AddElement(8, clippingThreshold, 0.0f); - } - void add_weightI(flatbuffers::Offset weightI) { - fbb_.AddOffset(10, weightI); - } - void add_weightH(flatbuffers::Offset weightH) { - fbb_.AddOffset(12, weightH); - } - void add_bias(flatbuffers::Offset bias) { - fbb_.AddOffset(14, bias); - } - void add_weightIQ(flatbuffers::Offset weightIQ) { - fbb_.AddOffset(16, weightIQ); - } - void add_weightIA(flatbuffers::Offset weightIA) { - fbb_.AddOffset(18, weightIA); - } - void add_quantScale(float quantScale) { - fbb_.AddElement(20, quantScale, 0.0f); - } - explicit LSTMBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - LSTMBuilder &operator=(const LSTMBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateLSTM( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t outputCount = 0, - int32_t weightSize = 0, - float clippingThreshold = 0.0f, - flatbuffers::Offset weightI = 0, - flatbuffers::Offset weightH = 0, - flatbuffers::Offset bias = 0, - flatbuffers::Offset weightIQ = 0, - flatbuffers::Offset weightIA = 0, - float quantScale = 0.0f) { - LSTMBuilder builder_(_fbb); - builder_.add_quantScale(quantScale); - builder_.add_weightIA(weightIA); - builder_.add_weightIQ(weightIQ); - builder_.add_bias(bias); - builder_.add_weightH(weightH); - builder_.add_weightI(weightI); - builder_.add_clippingThreshold(clippingThreshold); - builder_.add_weightSize(weightSize); - builder_.add_outputCount(outputCount); - return builder_.Finish(); -} - -flatbuffers::Offset CreateLSTM(flatbuffers::FlatBufferBuilder &_fbb, const LSTMT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SliceT : public flatbuffers::NativeTable { - typedef Slice TableType; - int32_t axis; - std::vector slicePoints; - NetSource sourceType; - SliceT() - : axis(0), - sourceType(NetSource_CAFFE) { - } -}; - -struct Slice FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SliceT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SliceTypeTable(); - } - int32_t axis() const { - return GetField(4, 0); - } - const flatbuffers::Vector *slicePoints() const { - return GetPointer *>(6); - } - NetSource sourceType() const { - return static_cast(GetField(8, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(slicePoints()) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - SliceT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SliceT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SliceT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SliceBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(int32_t axis) { - fbb_.AddElement(4, axis, 0); - } - void add_slicePoints(flatbuffers::Offset> slicePoints) { - fbb_.AddOffset(6, slicePoints); - } - void add_sourceType(NetSource sourceType) { - fbb_.AddElement(8, static_cast(sourceType), 0); - } - explicit SliceBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SliceBuilder &operator=(const SliceBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSlice( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t axis = 0, - flatbuffers::Offset> slicePoints = 0, - NetSource sourceType = NetSource_CAFFE) { - SliceBuilder builder_(_fbb); - builder_.add_slicePoints(slicePoints); - builder_.add_axis(axis); - builder_.add_sourceType(sourceType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSlice(flatbuffers::FlatBufferBuilder &_fbb, const SliceT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct BatchNormT : public flatbuffers::NativeTable { - typedef BatchNorm TableType; - int32_t channels; - std::vector slopeData; - std::vector meanData; - std::vector varData; - std::vector biasData; - std::vector Adata; - std::vector Bdata; - float epsilon; - BatchNormT() - : channels(0), - epsilon(0.001f) { - } -}; - -struct BatchNorm FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BatchNormT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return BatchNormTypeTable(); - } - int32_t channels() const { - return GetField(4, 0); - } - const flatbuffers::Vector *slopeData() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *meanData() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *varData() const { - return GetPointer *>(10); - } - const flatbuffers::Vector *biasData() const { - return GetPointer *>(12); - } - const flatbuffers::Vector *Adata() const { - return GetPointer *>(14); - } - const flatbuffers::Vector *Bdata() const { - return GetPointer *>(16); - } - float epsilon() const { - return GetField(18, 0.001f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(slopeData()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(meanData()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(varData()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(biasData()) && - VerifyOffset(verifier, 14) && - verifier.VerifyVector(Adata()) && - VerifyOffset(verifier, 16) && - verifier.VerifyVector(Bdata()) && - VerifyField(verifier, 18) && - verifier.EndTable(); - } - BatchNormT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(BatchNormT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const BatchNormT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct BatchNormBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_channels(int32_t channels) { - fbb_.AddElement(4, channels, 0); - } - void add_slopeData(flatbuffers::Offset> slopeData) { - fbb_.AddOffset(6, slopeData); - } - void add_meanData(flatbuffers::Offset> meanData) { - fbb_.AddOffset(8, meanData); - } - void add_varData(flatbuffers::Offset> varData) { - fbb_.AddOffset(10, varData); - } - void add_biasData(flatbuffers::Offset> biasData) { - fbb_.AddOffset(12, biasData); - } - void add_Adata(flatbuffers::Offset> Adata) { - fbb_.AddOffset(14, Adata); - } - void add_Bdata(flatbuffers::Offset> Bdata) { - fbb_.AddOffset(16, Bdata); - } - void add_epsilon(float epsilon) { - fbb_.AddElement(18, epsilon, 0.001f); - } - explicit BatchNormBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - BatchNormBuilder &operator=(const BatchNormBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateBatchNorm( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t channels = 0, - flatbuffers::Offset> slopeData = 0, - flatbuffers::Offset> meanData = 0, - flatbuffers::Offset> varData = 0, - flatbuffers::Offset> biasData = 0, - flatbuffers::Offset> Adata = 0, - flatbuffers::Offset> Bdata = 0, - float epsilon = 0.001f) { - BatchNormBuilder builder_(_fbb); - builder_.add_epsilon(epsilon); - builder_.add_Bdata(Bdata); - builder_.add_Adata(Adata); - builder_.add_biasData(biasData); - builder_.add_varData(varData); - builder_.add_meanData(meanData); - builder_.add_slopeData(slopeData); - builder_.add_channels(channels); - return builder_.Finish(); -} - -flatbuffers::Offset CreateBatchNorm(flatbuffers::FlatBufferBuilder &_fbb, const BatchNormT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ScaleT : public flatbuffers::NativeTable { - typedef Scale TableType; - int32_t channels; - std::vector scaleData; - std::vector biasData; - std::vector external; - ScaleT() - : channels(0) { - } -}; - -struct Scale FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ScaleT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ScaleTypeTable(); - } - int32_t channels() const { - return GetField(4, 0); - } - const flatbuffers::Vector *scaleData() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *biasData() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *external() const { - return GetPointer *>(10); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(scaleData()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(biasData()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(external()) && - verifier.EndTable(); - } - ScaleT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ScaleT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ScaleT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ScaleBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_channels(int32_t channels) { - fbb_.AddElement(4, channels, 0); - } - void add_scaleData(flatbuffers::Offset> scaleData) { - fbb_.AddOffset(6, scaleData); - } - void add_biasData(flatbuffers::Offset> biasData) { - fbb_.AddOffset(8, biasData); - } - void add_external(flatbuffers::Offset> external) { - fbb_.AddOffset(10, external); - } - explicit ScaleBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ScaleBuilder &operator=(const ScaleBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateScale( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t channels = 0, - flatbuffers::Offset> scaleData = 0, - flatbuffers::Offset> biasData = 0, - flatbuffers::Offset> external = 0) { - ScaleBuilder builder_(_fbb); - builder_.add_external(external); - builder_.add_biasData(biasData); - builder_.add_scaleData(scaleData); - builder_.add_channels(channels); - return builder_.Finish(); -} - -flatbuffers::Offset CreateScale(flatbuffers::FlatBufferBuilder &_fbb, const ScaleT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct EltwiseT : public flatbuffers::NativeTable { - typedef Eltwise TableType; - EltwiseType type; - std::vector coeff; - EltwiseT() - : type(EltwiseType_PROD) { - } -}; - -struct Eltwise FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef EltwiseT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return EltwiseTypeTable(); - } - EltwiseType type() const { - return static_cast(GetField(4, 0)); - } - const flatbuffers::Vector *coeff() const { - return GetPointer *>(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(coeff()) && - verifier.EndTable(); - } - EltwiseT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(EltwiseT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct EltwiseBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(EltwiseType type) { - fbb_.AddElement(4, static_cast(type), 0); - } - void add_coeff(flatbuffers::Offset> coeff) { - fbb_.AddOffset(6, coeff); - } - explicit EltwiseBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - EltwiseBuilder &operator=(const EltwiseBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateEltwise( - flatbuffers::FlatBufferBuilder &_fbb, - EltwiseType type = EltwiseType_PROD, - flatbuffers::Offset> coeff = 0) { - EltwiseBuilder builder_(_fbb); - builder_.add_coeff(coeff); - builder_.add_type(type); - return builder_.Finish(); -} - -flatbuffers::Offset CreateEltwise(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct FlattenT : public flatbuffers::NativeTable { - typedef Flatten TableType; - int32_t axis; - int32_t endAxis; - FlattenT() - : axis(0), - endAxis(0) { - } -}; - -struct Flatten FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef FlattenT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return FlattenTypeTable(); - } - int32_t axis() const { - return GetField(4, 0); - } - int32_t endAxis() const { - return GetField(6, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - FlattenT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(FlattenT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const FlattenT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct FlattenBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(int32_t axis) { - fbb_.AddElement(4, axis, 0); - } - void add_endAxis(int32_t endAxis) { - fbb_.AddElement(6, endAxis, 0); - } - explicit FlattenBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - FlattenBuilder &operator=(const FlattenBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateFlatten( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t axis = 0, - int32_t endAxis = 0) { - FlattenBuilder builder_(_fbb); - builder_.add_endAxis(endAxis); - builder_.add_axis(axis); - return builder_.Finish(); -} - -flatbuffers::Offset CreateFlatten(flatbuffers::FlatBufferBuilder &_fbb, const FlattenT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct PermuteT : public flatbuffers::NativeTable { - typedef Permute TableType; - std::vector dims; - PermuteT() { - } -}; - -struct Permute FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PermuteT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return PermuteTypeTable(); - } - const flatbuffers::Vector *dims() const { - return GetPointer *>(4); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(dims()) && - verifier.EndTable(); - } - PermuteT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(PermuteT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const PermuteT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct PermuteBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dims(flatbuffers::Offset> dims) { - fbb_.AddOffset(4, dims); - } - explicit PermuteBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - PermuteBuilder &operator=(const PermuteBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePermute( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> dims = 0) { - PermuteBuilder builder_(_fbb); - builder_.add_dims(dims); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePermute(flatbuffers::FlatBufferBuilder &_fbb, const PermuteT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ReshapeT : public flatbuffers::NativeTable { - typedef Reshape TableType; - std::vector dims; - MNN_DATA_FORMAT dimType; - ReshapeT() - : dimType(MNN_DATA_FORMAT_NCHW) { - } -}; - -struct Reshape FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReshapeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ReshapeTypeTable(); - } - const flatbuffers::Vector *dims() const { - return GetPointer *>(4); - } - MNN_DATA_FORMAT dimType() const { - return static_cast(GetField(6, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(dims()) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - ReshapeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ReshapeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReshapeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ReshapeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dims(flatbuffers::Offset> dims) { - fbb_.AddOffset(4, dims); - } - void add_dimType(MNN_DATA_FORMAT dimType) { - fbb_.AddElement(6, static_cast(dimType), 0); - } - explicit ReshapeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ReshapeBuilder &operator=(const ReshapeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateReshape( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> dims = 0, - MNN_DATA_FORMAT dimType = MNN_DATA_FORMAT_NCHW) { - ReshapeBuilder builder_(_fbb); - builder_.add_dims(dims); - builder_.add_dimType(dimType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateReshape(flatbuffers::FlatBufferBuilder &_fbb, const ReshapeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct DetectionOutputT : public flatbuffers::NativeTable { - typedef DetectionOutput TableType; - int32_t classCount; - float nmsThresholdold; - int32_t nmsTopK; - int32_t keepTopK; - float confidenceThreshold; - int32_t shareLocation; - int32_t backgroundLable; - int32_t varianceEncodedTarget; - int32_t codeType; - float objectnessScore; - DetectionOutputT() - : classCount(0), - nmsThresholdold(0.0f), - nmsTopK(0), - keepTopK(0), - confidenceThreshold(0.0f), - shareLocation(0), - backgroundLable(0), - varianceEncodedTarget(0), - codeType(0), - objectnessScore(0.01f) { - } -}; - -struct DetectionOutput FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DetectionOutputT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return DetectionOutputTypeTable(); - } - int32_t classCount() const { - return GetField(4, 0); - } - float nmsThresholdold() const { - return GetField(6, 0.0f); - } - int32_t nmsTopK() const { - return GetField(8, 0); - } - int32_t keepTopK() const { - return GetField(10, 0); - } - float confidenceThreshold() const { - return GetField(12, 0.0f); - } - int32_t shareLocation() const { - return GetField(14, 0); - } - int32_t backgroundLable() const { - return GetField(16, 0); - } - int32_t varianceEncodedTarget() const { - return GetField(18, 0); - } - int32_t codeType() const { - return GetField(20, 0); - } - float objectnessScore() const { - return GetField(22, 0.01f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - verifier.EndTable(); - } - DetectionOutputT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(DetectionOutputT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const DetectionOutputT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct DetectionOutputBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_classCount(int32_t classCount) { - fbb_.AddElement(4, classCount, 0); - } - void add_nmsThresholdold(float nmsThresholdold) { - fbb_.AddElement(6, nmsThresholdold, 0.0f); - } - void add_nmsTopK(int32_t nmsTopK) { - fbb_.AddElement(8, nmsTopK, 0); - } - void add_keepTopK(int32_t keepTopK) { - fbb_.AddElement(10, keepTopK, 0); - } - void add_confidenceThreshold(float confidenceThreshold) { - fbb_.AddElement(12, confidenceThreshold, 0.0f); - } - void add_shareLocation(int32_t shareLocation) { - fbb_.AddElement(14, shareLocation, 0); - } - void add_backgroundLable(int32_t backgroundLable) { - fbb_.AddElement(16, backgroundLable, 0); - } - void add_varianceEncodedTarget(int32_t varianceEncodedTarget) { - fbb_.AddElement(18, varianceEncodedTarget, 0); - } - void add_codeType(int32_t codeType) { - fbb_.AddElement(20, codeType, 0); - } - void add_objectnessScore(float objectnessScore) { - fbb_.AddElement(22, objectnessScore, 0.01f); - } - explicit DetectionOutputBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - DetectionOutputBuilder &operator=(const DetectionOutputBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateDetectionOutput( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t classCount = 0, - float nmsThresholdold = 0.0f, - int32_t nmsTopK = 0, - int32_t keepTopK = 0, - float confidenceThreshold = 0.0f, - int32_t shareLocation = 0, - int32_t backgroundLable = 0, - int32_t varianceEncodedTarget = 0, - int32_t codeType = 0, - float objectnessScore = 0.01f) { - DetectionOutputBuilder builder_(_fbb); - builder_.add_objectnessScore(objectnessScore); - builder_.add_codeType(codeType); - builder_.add_varianceEncodedTarget(varianceEncodedTarget); - builder_.add_backgroundLable(backgroundLable); - builder_.add_shareLocation(shareLocation); - builder_.add_confidenceThreshold(confidenceThreshold); - builder_.add_keepTopK(keepTopK); - builder_.add_nmsTopK(nmsTopK); - builder_.add_nmsThresholdold(nmsThresholdold); - builder_.add_classCount(classCount); - return builder_.Finish(); -} - -flatbuffers::Offset CreateDetectionOutput(flatbuffers::FlatBufferBuilder &_fbb, const DetectionOutputT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RoiParametersT : public flatbuffers::NativeTable { - typedef RoiParameters TableType; - int32_t pooledWidth; - int32_t pooledHeight; - float spatialScale; - int32_t samplingRatio; - bool aligned; - PoolType poolType; - bool outputGrad; - RoiParametersT() - : pooledWidth(0), - pooledHeight(0), - spatialScale(0.0f), - samplingRatio(-1), - aligned(false), - poolType(PoolType_AVEPOOL), - outputGrad(false) { - } -}; - -struct RoiParameters FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RoiParametersT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RoiParametersTypeTable(); - } - int32_t pooledWidth() const { - return GetField(4, 0); - } - int32_t pooledHeight() const { - return GetField(6, 0); - } - float spatialScale() const { - return GetField(8, 0.0f); - } - int32_t samplingRatio() const { - return GetField(10, -1); - } - bool aligned() const { - return GetField(12, 0) != 0; - } - PoolType poolType() const { - return static_cast(GetField(14, 1)); - } - bool outputGrad() const { - return GetField(16, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - verifier.EndTable(); - } - RoiParametersT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RoiParametersT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RoiParametersT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RoiParametersBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_pooledWidth(int32_t pooledWidth) { - fbb_.AddElement(4, pooledWidth, 0); - } - void add_pooledHeight(int32_t pooledHeight) { - fbb_.AddElement(6, pooledHeight, 0); - } - void add_spatialScale(float spatialScale) { - fbb_.AddElement(8, spatialScale, 0.0f); - } - void add_samplingRatio(int32_t samplingRatio) { - fbb_.AddElement(10, samplingRatio, -1); - } - void add_aligned(bool aligned) { - fbb_.AddElement(12, static_cast(aligned), 0); - } - void add_poolType(PoolType poolType) { - fbb_.AddElement(14, static_cast(poolType), 1); - } - void add_outputGrad(bool outputGrad) { - fbb_.AddElement(16, static_cast(outputGrad), 0); - } - explicit RoiParametersBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RoiParametersBuilder &operator=(const RoiParametersBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRoiParameters( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t pooledWidth = 0, - int32_t pooledHeight = 0, - float spatialScale = 0.0f, - int32_t samplingRatio = -1, - bool aligned = false, - PoolType poolType = PoolType_AVEPOOL, - bool outputGrad = false) { - RoiParametersBuilder builder_(_fbb); - builder_.add_samplingRatio(samplingRatio); - builder_.add_spatialScale(spatialScale); - builder_.add_pooledHeight(pooledHeight); - builder_.add_pooledWidth(pooledWidth); - builder_.add_outputGrad(outputGrad); - builder_.add_poolType(poolType); - builder_.add_aligned(aligned); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRoiParameters(flatbuffers::FlatBufferBuilder &_fbb, const RoiParametersT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ProposalT : public flatbuffers::NativeTable { - typedef Proposal TableType; - int32_t featStride; - int32_t baseSize; - int32_t preNmsTopN; - int32_t afterNmsTopN; - float nmsThreshold; - int32_t minSize; - std::unique_ptr ratios; - std::unique_ptr scales; - std::unique_ptr anchors; - ProposalT() - : featStride(0), - baseSize(0), - preNmsTopN(0), - afterNmsTopN(0), - nmsThreshold(0.0f), - minSize(0) { - } -}; - -struct Proposal FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ProposalT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ProposalTypeTable(); - } - int32_t featStride() const { - return GetField(4, 0); - } - int32_t baseSize() const { - return GetField(6, 0); - } - int32_t preNmsTopN() const { - return GetField(8, 0); - } - int32_t afterNmsTopN() const { - return GetField(10, 0); - } - float nmsThreshold() const { - return GetField(12, 0.0f); - } - int32_t minSize() const { - return GetField(14, 0); - } - const Blob *ratios() const { - return GetPointer(16); - } - const Blob *scales() const { - return GetPointer(18); - } - const Blob *anchors() const { - return GetPointer(20); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyOffset(verifier, 16) && - verifier.VerifyTable(ratios()) && - VerifyOffset(verifier, 18) && - verifier.VerifyTable(scales()) && - VerifyOffset(verifier, 20) && - verifier.VerifyTable(anchors()) && - verifier.EndTable(); - } - ProposalT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ProposalT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ProposalT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ProposalBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_featStride(int32_t featStride) { - fbb_.AddElement(4, featStride, 0); - } - void add_baseSize(int32_t baseSize) { - fbb_.AddElement(6, baseSize, 0); - } - void add_preNmsTopN(int32_t preNmsTopN) { - fbb_.AddElement(8, preNmsTopN, 0); - } - void add_afterNmsTopN(int32_t afterNmsTopN) { - fbb_.AddElement(10, afterNmsTopN, 0); - } - void add_nmsThreshold(float nmsThreshold) { - fbb_.AddElement(12, nmsThreshold, 0.0f); - } - void add_minSize(int32_t minSize) { - fbb_.AddElement(14, minSize, 0); - } - void add_ratios(flatbuffers::Offset ratios) { - fbb_.AddOffset(16, ratios); - } - void add_scales(flatbuffers::Offset scales) { - fbb_.AddOffset(18, scales); - } - void add_anchors(flatbuffers::Offset anchors) { - fbb_.AddOffset(20, anchors); - } - explicit ProposalBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ProposalBuilder &operator=(const ProposalBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateProposal( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t featStride = 0, - int32_t baseSize = 0, - int32_t preNmsTopN = 0, - int32_t afterNmsTopN = 0, - float nmsThreshold = 0.0f, - int32_t minSize = 0, - flatbuffers::Offset ratios = 0, - flatbuffers::Offset scales = 0, - flatbuffers::Offset anchors = 0) { - ProposalBuilder builder_(_fbb); - builder_.add_anchors(anchors); - builder_.add_scales(scales); - builder_.add_ratios(ratios); - builder_.add_minSize(minSize); - builder_.add_nmsThreshold(nmsThreshold); - builder_.add_afterNmsTopN(afterNmsTopN); - builder_.add_preNmsTopN(preNmsTopN); - builder_.add_baseSize(baseSize); - builder_.add_featStride(featStride); - return builder_.Finish(); -} - -flatbuffers::Offset CreateProposal(flatbuffers::FlatBufferBuilder &_fbb, const ProposalT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct InterpT : public flatbuffers::NativeTable { - typedef Interp TableType; - float widthScale; - float heightScale; - int32_t outputWidth; - int32_t outputHeight; - int32_t resizeType; - bool alignCorners; - bool halfPixelCenters; - float widthOffset; - float heightOffset; - float cubicCoeffA; - CoordinateTransformationMode ctm; - float depthScale; - int32_t outputDepth; - float depthOffset; - InterpT() - : widthScale(0.0f), - heightScale(0.0f), - outputWidth(0), - outputHeight(0), - resizeType(0), - alignCorners(false), - halfPixelCenters(false), - widthOffset(0.0f), - heightOffset(0.0f), - cubicCoeffA(-0.75f), - ctm(CoordinateTransformationMode_NotSet), - depthScale(0.0f), - outputDepth(0), - depthOffset(0.0f) { - } -}; - -struct Interp FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef InterpT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return InterpTypeTable(); - } - float widthScale() const { - return GetField(4, 0.0f); - } - float heightScale() const { - return GetField(6, 0.0f); - } - int32_t outputWidth() const { - return GetField(8, 0); - } - int32_t outputHeight() const { - return GetField(10, 0); - } - int32_t resizeType() const { - return GetField(12, 0); - } - bool alignCorners() const { - return GetField(14, 0) != 0; - } - bool halfPixelCenters() const { - return GetField(16, 0) != 0; - } - float widthOffset() const { - return GetField(18, 0.0f); - } - float heightOffset() const { - return GetField(20, 0.0f); - } - float cubicCoeffA() const { - return GetField(22, -0.75f); - } - CoordinateTransformationMode ctm() const { - return static_cast(GetField(24, 0)); - } - float depthScale() const { - return GetField(26, 0.0f); - } - int32_t outputDepth() const { - return GetField(28, 0); - } - float depthOffset() const { - return GetField(30, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - VerifyField(verifier, 26) && - VerifyField(verifier, 28) && - VerifyField(verifier, 30) && - verifier.EndTable(); - } - InterpT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(InterpT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const InterpT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct InterpBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_widthScale(float widthScale) { - fbb_.AddElement(4, widthScale, 0.0f); - } - void add_heightScale(float heightScale) { - fbb_.AddElement(6, heightScale, 0.0f); - } - void add_outputWidth(int32_t outputWidth) { - fbb_.AddElement(8, outputWidth, 0); - } - void add_outputHeight(int32_t outputHeight) { - fbb_.AddElement(10, outputHeight, 0); - } - void add_resizeType(int32_t resizeType) { - fbb_.AddElement(12, resizeType, 0); - } - void add_alignCorners(bool alignCorners) { - fbb_.AddElement(14, static_cast(alignCorners), 0); - } - void add_halfPixelCenters(bool halfPixelCenters) { - fbb_.AddElement(16, static_cast(halfPixelCenters), 0); - } - void add_widthOffset(float widthOffset) { - fbb_.AddElement(18, widthOffset, 0.0f); - } - void add_heightOffset(float heightOffset) { - fbb_.AddElement(20, heightOffset, 0.0f); - } - void add_cubicCoeffA(float cubicCoeffA) { - fbb_.AddElement(22, cubicCoeffA, -0.75f); - } - void add_ctm(CoordinateTransformationMode ctm) { - fbb_.AddElement(24, static_cast(ctm), 0); - } - void add_depthScale(float depthScale) { - fbb_.AddElement(26, depthScale, 0.0f); - } - void add_outputDepth(int32_t outputDepth) { - fbb_.AddElement(28, outputDepth, 0); - } - void add_depthOffset(float depthOffset) { - fbb_.AddElement(30, depthOffset, 0.0f); - } - explicit InterpBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - InterpBuilder &operator=(const InterpBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateInterp( - flatbuffers::FlatBufferBuilder &_fbb, - float widthScale = 0.0f, - float heightScale = 0.0f, - int32_t outputWidth = 0, - int32_t outputHeight = 0, - int32_t resizeType = 0, - bool alignCorners = false, - bool halfPixelCenters = false, - float widthOffset = 0.0f, - float heightOffset = 0.0f, - float cubicCoeffA = -0.75f, - CoordinateTransformationMode ctm = CoordinateTransformationMode_NotSet, - float depthScale = 0.0f, - int32_t outputDepth = 0, - float depthOffset = 0.0f) { - InterpBuilder builder_(_fbb); - builder_.add_depthOffset(depthOffset); - builder_.add_outputDepth(outputDepth); - builder_.add_depthScale(depthScale); - builder_.add_cubicCoeffA(cubicCoeffA); - builder_.add_heightOffset(heightOffset); - builder_.add_widthOffset(widthOffset); - builder_.add_resizeType(resizeType); - builder_.add_outputHeight(outputHeight); - builder_.add_outputWidth(outputWidth); - builder_.add_heightScale(heightScale); - builder_.add_widthScale(widthScale); - builder_.add_ctm(ctm); - builder_.add_halfPixelCenters(halfPixelCenters); - builder_.add_alignCorners(alignCorners); - return builder_.Finish(); -} - -flatbuffers::Offset CreateInterp(flatbuffers::FlatBufferBuilder &_fbb, const InterpT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ResizeT : public flatbuffers::NativeTable { - typedef Resize TableType; - float xScale; - float yScale; - ResizeT() - : xScale(0.0f), - yScale(0.0f) { - } -}; - -struct Resize FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ResizeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ResizeTypeTable(); - } - float xScale() const { - return GetField(4, 0.0f); - } - float yScale() const { - return GetField(6, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - ResizeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ResizeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ResizeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ResizeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_xScale(float xScale) { - fbb_.AddElement(4, xScale, 0.0f); - } - void add_yScale(float yScale) { - fbb_.AddElement(6, yScale, 0.0f); - } - explicit ResizeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ResizeBuilder &operator=(const ResizeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateResize( - flatbuffers::FlatBufferBuilder &_fbb, - float xScale = 0.0f, - float yScale = 0.0f) { - ResizeBuilder builder_(_fbb); - builder_.add_yScale(yScale); - builder_.add_xScale(xScale); - return builder_.Finish(); -} - -flatbuffers::Offset CreateResize(flatbuffers::FlatBufferBuilder &_fbb, const ResizeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct PriorBoxT : public flatbuffers::NativeTable { - typedef PriorBox TableType; - std::vector minSizes; - std::vector maxSizes; - std::vector aspectRatios; - std::vector variances; - bool flip; - bool clip; - int32_t imageWidth; - int32_t imageHeight; - int32_t stepWidth; - int32_t stepHeight; - float offset; - PriorBoxT() - : flip(false), - clip(false), - imageWidth(0), - imageHeight(0), - stepWidth(0), - stepHeight(0), - offset(0.0f) { - } -}; - -struct PriorBox FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PriorBoxT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return PriorBoxTypeTable(); - } - const flatbuffers::Vector *minSizes() const { - return GetPointer *>(4); - } - const flatbuffers::Vector *maxSizes() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *aspectRatios() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *variances() const { - return GetPointer *>(10); - } - bool flip() const { - return GetField(12, 0) != 0; - } - bool clip() const { - return GetField(14, 0) != 0; - } - int32_t imageWidth() const { - return GetField(16, 0); - } - int32_t imageHeight() const { - return GetField(18, 0); - } - int32_t stepWidth() const { - return GetField(20, 0); - } - int32_t stepHeight() const { - return GetField(22, 0); - } - float offset() const { - return GetField(24, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(minSizes()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(maxSizes()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(aspectRatios()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(variances()) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - verifier.EndTable(); - } - PriorBoxT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(PriorBoxT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const PriorBoxT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct PriorBoxBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_minSizes(flatbuffers::Offset> minSizes) { - fbb_.AddOffset(4, minSizes); - } - void add_maxSizes(flatbuffers::Offset> maxSizes) { - fbb_.AddOffset(6, maxSizes); - } - void add_aspectRatios(flatbuffers::Offset> aspectRatios) { - fbb_.AddOffset(8, aspectRatios); - } - void add_variances(flatbuffers::Offset> variances) { - fbb_.AddOffset(10, variances); - } - void add_flip(bool flip) { - fbb_.AddElement(12, static_cast(flip), 0); - } - void add_clip(bool clip) { - fbb_.AddElement(14, static_cast(clip), 0); - } - void add_imageWidth(int32_t imageWidth) { - fbb_.AddElement(16, imageWidth, 0); - } - void add_imageHeight(int32_t imageHeight) { - fbb_.AddElement(18, imageHeight, 0); - } - void add_stepWidth(int32_t stepWidth) { - fbb_.AddElement(20, stepWidth, 0); - } - void add_stepHeight(int32_t stepHeight) { - fbb_.AddElement(22, stepHeight, 0); - } - void add_offset(float offset) { - fbb_.AddElement(24, offset, 0.0f); - } - explicit PriorBoxBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - PriorBoxBuilder &operator=(const PriorBoxBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePriorBox( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> minSizes = 0, - flatbuffers::Offset> maxSizes = 0, - flatbuffers::Offset> aspectRatios = 0, - flatbuffers::Offset> variances = 0, - bool flip = false, - bool clip = false, - int32_t imageWidth = 0, - int32_t imageHeight = 0, - int32_t stepWidth = 0, - int32_t stepHeight = 0, - float offset = 0.0f) { - PriorBoxBuilder builder_(_fbb); - builder_.add_offset(offset); - builder_.add_stepHeight(stepHeight); - builder_.add_stepWidth(stepWidth); - builder_.add_imageHeight(imageHeight); - builder_.add_imageWidth(imageWidth); - builder_.add_variances(variances); - builder_.add_aspectRatios(aspectRatios); - builder_.add_maxSizes(maxSizes); - builder_.add_minSizes(minSizes); - builder_.add_clip(clip); - builder_.add_flip(flip); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePriorBox(flatbuffers::FlatBufferBuilder &_fbb, const PriorBoxT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct NormalizeT : public flatbuffers::NativeTable { - typedef Normalize TableType; - int32_t acrossSpatial; - int32_t channelShared; - float eps; - std::vector scale; - NormalizeT() - : acrossSpatial(0), - channelShared(0), - eps(0.0f) { - } -}; - -struct Normalize FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NormalizeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return NormalizeTypeTable(); - } - int32_t acrossSpatial() const { - return GetField(4, 0); - } - int32_t channelShared() const { - return GetField(6, 0); - } - float eps() const { - return GetField(8, 0.0f); - } - const flatbuffers::Vector *scale() const { - return GetPointer *>(10); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(scale()) && - verifier.EndTable(); - } - NormalizeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(NormalizeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const NormalizeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct NormalizeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_acrossSpatial(int32_t acrossSpatial) { - fbb_.AddElement(4, acrossSpatial, 0); - } - void add_channelShared(int32_t channelShared) { - fbb_.AddElement(6, channelShared, 0); - } - void add_eps(float eps) { - fbb_.AddElement(8, eps, 0.0f); - } - void add_scale(flatbuffers::Offset> scale) { - fbb_.AddOffset(10, scale); - } - explicit NormalizeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - NormalizeBuilder &operator=(const NormalizeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateNormalize( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t acrossSpatial = 0, - int32_t channelShared = 0, - float eps = 0.0f, - flatbuffers::Offset> scale = 0) { - NormalizeBuilder builder_(_fbb); - builder_.add_scale(scale); - builder_.add_eps(eps); - builder_.add_channelShared(channelShared); - builder_.add_acrossSpatial(acrossSpatial); - return builder_.Finish(); -} - -flatbuffers::Offset CreateNormalize(flatbuffers::FlatBufferBuilder &_fbb, const NormalizeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct EltwiseInt8T : public flatbuffers::NativeTable { - typedef EltwiseInt8 TableType; - EltwiseType type; - std::unique_ptr inputQuan0; - std::unique_ptr inputQuan1; - std::unique_ptr outputQuan; - EltwiseInt8T() - : type(EltwiseType_PROD) { - } -}; - -struct EltwiseInt8 FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef EltwiseInt8T NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return EltwiseInt8TypeTable(); - } - EltwiseType type() const { - return static_cast(GetField(4, 0)); - } - const QuantizedFloatParam *inputQuan0() const { - return GetPointer(6); - } - const QuantizedFloatParam *inputQuan1() const { - return GetPointer(8); - } - const QuantizedFloatParam *outputQuan() const { - return GetPointer(10); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyTable(inputQuan0()) && - VerifyOffset(verifier, 8) && - verifier.VerifyTable(inputQuan1()) && - VerifyOffset(verifier, 10) && - verifier.VerifyTable(outputQuan()) && - verifier.EndTable(); - } - EltwiseInt8T *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(EltwiseInt8T *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseInt8T* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct EltwiseInt8Builder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(EltwiseType type) { - fbb_.AddElement(4, static_cast(type), 0); - } - void add_inputQuan0(flatbuffers::Offset inputQuan0) { - fbb_.AddOffset(6, inputQuan0); - } - void add_inputQuan1(flatbuffers::Offset inputQuan1) { - fbb_.AddOffset(8, inputQuan1); - } - void add_outputQuan(flatbuffers::Offset outputQuan) { - fbb_.AddOffset(10, outputQuan); - } - explicit EltwiseInt8Builder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - EltwiseInt8Builder &operator=(const EltwiseInt8Builder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateEltwiseInt8( - flatbuffers::FlatBufferBuilder &_fbb, - EltwiseType type = EltwiseType_PROD, - flatbuffers::Offset inputQuan0 = 0, - flatbuffers::Offset inputQuan1 = 0, - flatbuffers::Offset outputQuan = 0) { - EltwiseInt8Builder builder_(_fbb); - builder_.add_outputQuan(outputQuan); - builder_.add_inputQuan1(inputQuan1); - builder_.add_inputQuan0(inputQuan0); - builder_.add_type(type); - return builder_.Finish(); -} - -flatbuffers::Offset CreateEltwiseInt8(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseInt8T *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct CumSumT : public flatbuffers::NativeTable { - typedef CumSum TableType; - bool exclusive; - bool reverse; - CumSumT() - : exclusive(false), - reverse(false) { - } -}; - -struct CumSum FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CumSumT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return CumSumTypeTable(); - } - bool exclusive() const { - return GetField(4, 0) != 0; - } - bool reverse() const { - return GetField(6, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - CumSumT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(CumSumT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const CumSumT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct CumSumBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_exclusive(bool exclusive) { - fbb_.AddElement(4, static_cast(exclusive), 0); - } - void add_reverse(bool reverse) { - fbb_.AddElement(6, static_cast(reverse), 0); - } - explicit CumSumBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - CumSumBuilder &operator=(const CumSumBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateCumSum( - flatbuffers::FlatBufferBuilder &_fbb, - bool exclusive = false, - bool reverse = false) { - CumSumBuilder builder_(_fbb); - builder_.add_reverse(reverse); - builder_.add_exclusive(exclusive); - return builder_.Finish(); -} - -flatbuffers::Offset CreateCumSum(flatbuffers::FlatBufferBuilder &_fbb, const CumSumT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -inline Convolution2DCommonT *Convolution2DCommon::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new Convolution2DCommonT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Convolution2DCommon::UnPackTo(Convolution2DCommonT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = padX(); _o->padX = _e; }; - { auto _e = padY(); _o->padY = _e; }; - { auto _e = kernelX(); _o->kernelX = _e; }; - { auto _e = kernelY(); _o->kernelY = _e; }; - { auto _e = strideX(); _o->strideX = _e; }; - { auto _e = strideY(); _o->strideY = _e; }; - { auto _e = dilateX(); _o->dilateX = _e; }; - { auto _e = dilateY(); _o->dilateY = _e; }; - { auto _e = padMode(); _o->padMode = _e; }; - { auto _e = group(); _o->group = _e; }; - { auto _e = outputCount(); _o->outputCount = _e; }; - { auto _e = inputCount(); _o->inputCount = _e; }; - { auto _e = relu(); _o->relu = _e; }; - { auto _e = relu6(); _o->relu6 = _e; }; - { auto _e = pads(); if (_e) { _o->pads.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->pads[_i] = _e->Get(_i); } } }; - { auto _e = outPads(); if (_e) { _o->outPads.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->outPads[_i] = _e->Get(_i); } } }; - { auto _e = hasOutputShape(); _o->hasOutputShape = _e; }; -} - -inline flatbuffers::Offset Convolution2DCommon::Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DCommonT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateConvolution2DCommon(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateConvolution2DCommon(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DCommonT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const Convolution2DCommonT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _padX = _o->padX; - auto _padY = _o->padY; - auto _kernelX = _o->kernelX; - auto _kernelY = _o->kernelY; - auto _strideX = _o->strideX; - auto _strideY = _o->strideY; - auto _dilateX = _o->dilateX; - auto _dilateY = _o->dilateY; - auto _padMode = _o->padMode; - auto _group = _o->group; - auto _outputCount = _o->outputCount; - auto _inputCount = _o->inputCount; - auto _relu = _o->relu; - auto _relu6 = _o->relu6; - auto _pads = _o->pads.size() ? _fbb.CreateVector(_o->pads) : 0; - auto _outPads = _o->outPads.size() ? _fbb.CreateVector(_o->outPads) : 0; - auto _hasOutputShape = _o->hasOutputShape; - return MNN::CreateConvolution2DCommon( - _fbb, - _padX, - _padY, - _kernelX, - _kernelY, - _strideX, - _strideY, - _dilateX, - _dilateY, - _padMode, - _group, - _outputCount, - _inputCount, - _relu, - _relu6, - _pads, - _outPads, - _hasOutputShape); -} - -inline Convolution3DCommonT *Convolution3DCommon::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new Convolution3DCommonT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Convolution3DCommon::UnPackTo(Convolution3DCommonT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dilates(); if (_e) { _o->dilates.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dilates[_i] = _e->Get(_i); } } }; - { auto _e = strides(); if (_e) { _o->strides.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->strides[_i] = _e->Get(_i); } } }; - { auto _e = kernels(); if (_e) { _o->kernels.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->kernels[_i] = _e->Get(_i); } } }; - { auto _e = pads(); if (_e) { _o->pads.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->pads[_i] = _e->Get(_i); } } }; - { auto _e = padMode(); _o->padMode = _e; }; - { auto _e = inputCount(); _o->inputCount = _e; }; - { auto _e = outputCount(); _o->outputCount = _e; }; - { auto _e = relu(); _o->relu = _e; }; - { auto _e = relu6(); _o->relu6 = _e; }; - { auto _e = group(); _o->group = _e; }; - { auto _e = outPads(); if (_e) { _o->outPads.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->outPads[_i] = _e->Get(_i); } } }; - { auto _e = hasOutputShape(); _o->hasOutputShape = _e; }; -} - -inline flatbuffers::Offset Convolution3DCommon::Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DCommonT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateConvolution3DCommon(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateConvolution3DCommon(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DCommonT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const Convolution3DCommonT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dilates = _o->dilates.size() ? _fbb.CreateVector(_o->dilates) : 0; - auto _strides = _o->strides.size() ? _fbb.CreateVector(_o->strides) : 0; - auto _kernels = _o->kernels.size() ? _fbb.CreateVector(_o->kernels) : 0; - auto _pads = _o->pads.size() ? _fbb.CreateVector(_o->pads) : 0; - auto _padMode = _o->padMode; - auto _inputCount = _o->inputCount; - auto _outputCount = _o->outputCount; - auto _relu = _o->relu; - auto _relu6 = _o->relu6; - auto _group = _o->group; - auto _outPads = _o->outPads.size() ? _fbb.CreateVector(_o->outPads) : 0; - auto _hasOutputShape = _o->hasOutputShape; - return MNN::CreateConvolution3DCommon( - _fbb, - _dilates, - _strides, - _kernels, - _pads, - _padMode, - _inputCount, - _outputCount, - _relu, - _relu6, - _group, - _outPads, - _hasOutputShape); -} - -inline SparseCommonT *SparseCommon::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SparseCommonT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void SparseCommon::UnPackTo(SparseCommonT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = method(); _o->method = _e; }; - { auto _e = args(); if (_e) { _o->args.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->args[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; -} - -inline flatbuffers::Offset SparseCommon::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SparseCommonT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSparseCommon(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSparseCommon(flatbuffers::FlatBufferBuilder &_fbb, const SparseCommonT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SparseCommonT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _method = _o->method; - auto _args = _o->args.size() ? _fbb.CreateVector> (_o->args.size(), [](size_t i, _VectorArgs *__va) { return CreateAttribute(*__va->__fbb, __va->__o->args[i].get(), __va->__rehasher); }, &_va ) : 0; - return MNN::CreateSparseCommon( - _fbb, - _method, - _args); -} - -inline IDSTQuanT *IDSTQuan::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new IDSTQuanT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void IDSTQuan::UnPackTo(IDSTQuanT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = buffer(); if (_e) { _o->buffer.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->buffer[_i] = _e->Get(_i); } } }; - { auto _e = alpha(); if (_e) { _o->alpha.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->alpha[_i] = _e->Get(_i); } } }; - { auto _e = type(); _o->type = _e; }; - { auto _e = useInt32(); _o->useInt32 = _e; }; - { auto _e = quantScale(); _o->quantScale = _e; }; - { auto _e = scaleIn(); _o->scaleIn = _e; }; - { auto _e = scaleOut(); _o->scaleOut = _e; }; - { auto _e = aMax(); _o->aMax = _e; }; - { auto _e = aMin(); _o->aMin = _e; }; - { auto _e = readType(); _o->readType = _e; }; - { auto _e = has_scaleInt(); _o->has_scaleInt = _e; }; - { auto _e = shapeInt32(); _o->shapeInt32 = _e; }; - { auto _e = weightSize(); _o->weightSize = _e; }; - { auto _e = index(); if (_e) { _o->index.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->index[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset IDSTQuan::Pack(flatbuffers::FlatBufferBuilder &_fbb, const IDSTQuanT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateIDSTQuan(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateIDSTQuan(flatbuffers::FlatBufferBuilder &_fbb, const IDSTQuanT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const IDSTQuanT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _buffer = _o->buffer.size() ? _fbb.CreateVector(_o->buffer) : 0; - auto _alpha = _o->alpha.size() ? _fbb.CreateVector(_o->alpha) : 0; - auto _type = _o->type; - auto _useInt32 = _o->useInt32; - auto _quantScale = _o->quantScale; - auto _scaleIn = _o->scaleIn; - auto _scaleOut = _o->scaleOut; - auto _aMax = _o->aMax; - auto _aMin = _o->aMin; - auto _readType = _o->readType; - auto _has_scaleInt = _o->has_scaleInt; - auto _shapeInt32 = _o->shapeInt32; - auto _weightSize = _o->weightSize; - auto _index = _o->index.size() ? _fbb.CreateVector(_o->index) : 0; - return MNN::CreateIDSTQuan( - _fbb, - _buffer, - _alpha, - _type, - _useInt32, - _quantScale, - _scaleIn, - _scaleOut, - _aMax, - _aMin, - _readType, - _has_scaleInt, - _shapeInt32, - _weightSize, - _index); -} - -inline QuantizedFloatParamT *QuantizedFloatParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedFloatParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedFloatParam::UnPackTo(QuantizedFloatParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = weight(); if (_e) { _o->weight.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->weight[_i] = _e->Get(_i); } } }; - { auto _e = bias(); if (_e) { _o->bias.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->bias[_i] = _e->Get(_i); } } }; - { auto _e = scale(); if (_e) { _o->scale.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->scale[_i] = _e->Get(_i); } } }; - { auto _e = tensorScale(); if (_e) { _o->tensorScale.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->tensorScale[_i] = _e->Get(_i); } } }; - { auto _e = method(); _o->method = _e; }; - { auto _e = nbits(); _o->nbits = _e; }; - { auto _e = zeroPoint(); _o->zeroPoint = _e; }; - { auto _e = outputZeroPoint(); _o->outputZeroPoint = _e; }; - { auto _e = clampMin(); _o->clampMin = _e; }; - { auto _e = clampMax(); _o->clampMax = _e; }; - { auto _e = winogradAttr(); if (_e) { _o->winogradAttr.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->winogradAttr[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset QuantizedFloatParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedFloatParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedFloatParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedFloatParam(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedFloatParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedFloatParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _weight = _o->weight.size() ? _fbb.CreateVector(_o->weight) : 0; - auto _bias = _o->bias.size() ? _fbb.CreateVector(_o->bias) : 0; - auto _scale = _o->scale.size() ? _fbb.CreateVector(_o->scale) : 0; - auto _tensorScale = _o->tensorScale.size() ? _fbb.CreateVector(_o->tensorScale) : 0; - auto _method = _o->method; - auto _nbits = _o->nbits; - auto _zeroPoint = _o->zeroPoint; - auto _outputZeroPoint = _o->outputZeroPoint; - auto _clampMin = _o->clampMin; - auto _clampMax = _o->clampMax; - auto _winogradAttr = _o->winogradAttr.size() ? _fbb.CreateVector(_o->winogradAttr) : 0; - return MNN::CreateQuantizedFloatParam( - _fbb, - _weight, - _bias, - _scale, - _tensorScale, - _method, - _nbits, - _zeroPoint, - _outputZeroPoint, - _clampMin, - _clampMax, - _winogradAttr); -} - -inline Convolution2DT *Convolution2D::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new Convolution2DT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Convolution2D::UnPackTo(Convolution2DT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = common(); if (_e) _o->common = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = weight(); if (_e) { _o->weight.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->weight[_i] = _e->Get(_i); } } }; - { auto _e = bias(); if (_e) { _o->bias.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->bias[_i] = _e->Get(_i); } } }; - { auto _e = quanParameter(); if (_e) _o->quanParameter = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = symmetricQuan(); if (_e) _o->symmetricQuan = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = sparseParameter(); if (_e) _o->sparseParameter = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = external(); if (_e) { _o->external.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->external[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Convolution2D::Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateConvolution2D(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateConvolution2D(flatbuffers::FlatBufferBuilder &_fbb, const Convolution2DT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const Convolution2DT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _common = _o->common ? CreateConvolution2DCommon(_fbb, _o->common.get(), _rehasher) : 0; - auto _weight = _o->weight.size() ? _fbb.CreateVector(_o->weight) : 0; - auto _bias = _o->bias.size() ? _fbb.CreateVector(_o->bias) : 0; - auto _quanParameter = _o->quanParameter ? CreateIDSTQuan(_fbb, _o->quanParameter.get(), _rehasher) : 0; - auto _symmetricQuan = _o->symmetricQuan ? CreateQuantizedFloatParam(_fbb, _o->symmetricQuan.get(), _rehasher) : 0; - auto _sparseParameter = _o->sparseParameter ? CreateSparseCommon(_fbb, _o->sparseParameter.get(), _rehasher) : 0; - auto _external = _o->external.size() ? _fbb.CreateVector(_o->external) : 0; - return MNN::CreateConvolution2D( - _fbb, - _common, - _weight, - _bias, - _quanParameter, - _symmetricQuan, - _sparseParameter, - _external); -} - -inline Convolution3DT *Convolution3D::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new Convolution3DT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Convolution3D::UnPackTo(Convolution3DT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = common(); if (_e) _o->common = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = weight(); if (_e) { _o->weight.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->weight[_i] = _e->Get(_i); } } }; - { auto _e = bias(); if (_e) { _o->bias.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->bias[_i] = _e->Get(_i); } } }; - { auto _e = external(); if (_e) { _o->external.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->external[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Convolution3D::Pack(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateConvolution3D(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateConvolution3D(flatbuffers::FlatBufferBuilder &_fbb, const Convolution3DT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const Convolution3DT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _common = _o->common ? CreateConvolution3DCommon(_fbb, _o->common.get(), _rehasher) : 0; - auto _weight = _o->weight.size() ? _fbb.CreateVector(_o->weight) : 0; - auto _bias = _o->bias.size() ? _fbb.CreateVector(_o->bias) : 0; - auto _external = _o->external.size() ? _fbb.CreateVector(_o->external) : 0; - return MNN::CreateConvolution3D( - _fbb, - _common, - _weight, - _bias, - _external); -} - -inline InnerProductT *InnerProduct::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new InnerProductT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void InnerProduct::UnPackTo(InnerProductT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = outputCount(); _o->outputCount = _e; }; - { auto _e = biasTerm(); _o->biasTerm = _e; }; - { auto _e = weightSize(); _o->weightSize = _e; }; - { auto _e = weight(); if (_e) { _o->weight.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->weight[_i] = _e->Get(_i); } } }; - { auto _e = bias(); if (_e) { _o->bias.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->bias[_i] = _e->Get(_i); } } }; - { auto _e = axis(); _o->axis = _e; }; - { auto _e = transpose(); _o->transpose = _e; }; - { auto _e = quanParameter(); if (_e) _o->quanParameter = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset InnerProduct::Pack(flatbuffers::FlatBufferBuilder &_fbb, const InnerProductT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateInnerProduct(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateInnerProduct(flatbuffers::FlatBufferBuilder &_fbb, const InnerProductT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const InnerProductT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _outputCount = _o->outputCount; - auto _biasTerm = _o->biasTerm; - auto _weightSize = _o->weightSize; - auto _weight = _o->weight.size() ? _fbb.CreateVector(_o->weight) : 0; - auto _bias = _o->bias.size() ? _fbb.CreateVector(_o->bias) : 0; - auto _axis = _o->axis; - auto _transpose = _o->transpose; - auto _quanParameter = _o->quanParameter ? CreateIDSTQuan(_fbb, _o->quanParameter.get(), _rehasher) : 0; - return MNN::CreateInnerProduct( - _fbb, - _outputCount, - _biasTerm, - _weightSize, - _weight, - _bias, - _axis, - _transpose, - _quanParameter); -} - -inline PoolT *Pool::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new PoolT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Pool::UnPackTo(PoolT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = padX(); _o->padX = _e; }; - { auto _e = padY(); _o->padY = _e; }; - { auto _e = isGlobal(); _o->isGlobal = _e; }; - { auto _e = kernelX(); _o->kernelX = _e; }; - { auto _e = kernelY(); _o->kernelY = _e; }; - { auto _e = strideX(); _o->strideX = _e; }; - { auto _e = strideY(); _o->strideY = _e; }; - { auto _e = type(); _o->type = _e; }; - { auto _e = padType(); _o->padType = _e; }; - { auto _e = dataType(); _o->dataType = _e; }; - { auto _e = ceilModel(); _o->ceilModel = _e; }; - { auto _e = pads(); if (_e) { _o->pads.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->pads[_i] = _e->Get(_i); } } }; - { auto _e = countType(); _o->countType = _e; }; -} - -inline flatbuffers::Offset Pool::Pack(flatbuffers::FlatBufferBuilder &_fbb, const PoolT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePool(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePool(flatbuffers::FlatBufferBuilder &_fbb, const PoolT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const PoolT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _padX = _o->padX; - auto _padY = _o->padY; - auto _isGlobal = _o->isGlobal; - auto _kernelX = _o->kernelX; - auto _kernelY = _o->kernelY; - auto _strideX = _o->strideX; - auto _strideY = _o->strideY; - auto _type = _o->type; - auto _padType = _o->padType; - auto _dataType = _o->dataType; - auto _ceilModel = _o->ceilModel; - auto _pads = _o->pads.size() ? _fbb.CreateVector(_o->pads) : 0; - auto _countType = _o->countType; - return MNN::CreatePool( - _fbb, - _padX, - _padY, - _isGlobal, - _kernelX, - _kernelY, - _strideX, - _strideY, - _type, - _padType, - _dataType, - _ceilModel, - _pads, - _countType); -} - -inline Pool3DT *Pool3D::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new Pool3DT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Pool3D::UnPackTo(Pool3DT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = strides(); if (_e) { _o->strides.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->strides[_i] = _e->Get(_i); } } }; - { auto _e = kernels(); if (_e) { _o->kernels.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->kernels[_i] = _e->Get(_i); } } }; - { auto _e = pads(); if (_e) { _o->pads.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->pads[_i] = _e->Get(_i); } } }; - { auto _e = type(); _o->type = _e; }; - { auto _e = padType(); _o->padType = _e; }; - { auto _e = isGlobal(); _o->isGlobal = _e; }; -} - -inline flatbuffers::Offset Pool3D::Pack(flatbuffers::FlatBufferBuilder &_fbb, const Pool3DT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePool3D(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePool3D(flatbuffers::FlatBufferBuilder &_fbb, const Pool3DT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const Pool3DT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _strides = _o->strides.size() ? _fbb.CreateVector(_o->strides) : 0; - auto _kernels = _o->kernels.size() ? _fbb.CreateVector(_o->kernels) : 0; - auto _pads = _o->pads.size() ? _fbb.CreateVector(_o->pads) : 0; - auto _type = _o->type; - auto _padType = _o->padType; - auto _isGlobal = _o->isGlobal; - return MNN::CreatePool3D( - _fbb, - _strides, - _kernels, - _pads, - _type, - _padType, - _isGlobal); -} - -inline ReluT *Relu::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ReluT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Relu::UnPackTo(ReluT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = slope(); _o->slope = _e; }; -} - -inline flatbuffers::Offset Relu::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReluT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRelu(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRelu(flatbuffers::FlatBufferBuilder &_fbb, const ReluT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ReluT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _slope = _o->slope; - return MNN::CreateRelu( - _fbb, - _slope); -} - -inline Relu6T *Relu6::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new Relu6T(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Relu6::UnPackTo(Relu6T *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = minValue(); _o->minValue = _e; }; - { auto _e = maxValue(); _o->maxValue = _e; }; -} - -inline flatbuffers::Offset Relu6::Pack(flatbuffers::FlatBufferBuilder &_fbb, const Relu6T* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRelu6(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRelu6(flatbuffers::FlatBufferBuilder &_fbb, const Relu6T *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const Relu6T* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _minValue = _o->minValue; - auto _maxValue = _o->maxValue; - return MNN::CreateRelu6( - _fbb, - _minValue, - _maxValue); -} - -inline PReluT *PRelu::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new PReluT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void PRelu::UnPackTo(PReluT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = slopeCount(); _o->slopeCount = _e; }; - { auto _e = slope(); if (_e) { _o->slope.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->slope[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset PRelu::Pack(flatbuffers::FlatBufferBuilder &_fbb, const PReluT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePRelu(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePRelu(flatbuffers::FlatBufferBuilder &_fbb, const PReluT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const PReluT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _slopeCount = _o->slopeCount; - auto _slope = _o->slope.size() ? _fbb.CreateVector(_o->slope) : 0; - return MNN::CreatePRelu( - _fbb, - _slopeCount, - _slope); -} - -inline ELUT *ELU::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ELUT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ELU::UnPackTo(ELUT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = alpha(); _o->alpha = _e; }; -} - -inline flatbuffers::Offset ELU::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ELUT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateELU(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateELU(flatbuffers::FlatBufferBuilder &_fbb, const ELUT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ELUT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _alpha = _o->alpha; - return MNN::CreateELU( - _fbb, - _alpha); -} - -inline LRNT *LRN::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new LRNT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void LRN::UnPackTo(LRNT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = regionType(); _o->regionType = _e; }; - { auto _e = localSize(); _o->localSize = _e; }; - { auto _e = alpha(); _o->alpha = _e; }; - { auto _e = beta(); _o->beta = _e; }; - { auto _e = bias(); _o->bias = _e; }; -} - -inline flatbuffers::Offset LRN::Pack(flatbuffers::FlatBufferBuilder &_fbb, const LRNT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateLRN(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateLRN(flatbuffers::FlatBufferBuilder &_fbb, const LRNT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const LRNT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _regionType = _o->regionType; - auto _localSize = _o->localSize; - auto _alpha = _o->alpha; - auto _beta = _o->beta; - auto _bias = _o->bias; - return MNN::CreateLRN( - _fbb, - _regionType, - _localSize, - _alpha, - _beta, - _bias); -} - -inline ArgMaxT *ArgMax::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ArgMaxT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ArgMax::UnPackTo(ArgMaxT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = outMaxVal(); _o->outMaxVal = _e; }; - { auto _e = topK(); _o->topK = _e; }; - { auto _e = axis(); _o->axis = _e; }; - { auto _e = softmaxThreshold(); _o->softmaxThreshold = _e; }; -} - -inline flatbuffers::Offset ArgMax::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ArgMaxT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateArgMax(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateArgMax(flatbuffers::FlatBufferBuilder &_fbb, const ArgMaxT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ArgMaxT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _outMaxVal = _o->outMaxVal; - auto _topK = _o->topK; - auto _axis = _o->axis; - auto _softmaxThreshold = _o->softmaxThreshold; - return MNN::CreateArgMax( - _fbb, - _outMaxVal, - _topK, - _axis, - _softmaxThreshold); -} - -inline AxisT *Axis::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new AxisT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Axis::UnPackTo(AxisT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = axis(); _o->axis = _e; }; -} - -inline flatbuffers::Offset Axis::Pack(flatbuffers::FlatBufferBuilder &_fbb, const AxisT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateAxis(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateAxis(flatbuffers::FlatBufferBuilder &_fbb, const AxisT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const AxisT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _axis = _o->axis; - return MNN::CreateAxis( - _fbb, - _axis); -} - -inline InputT *Input::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new InputT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Input::UnPackTo(InputT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dims(); if (_e) { _o->dims.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dims[_i] = _e->Get(_i); } } }; - { auto _e = dtype(); _o->dtype = _e; }; - { auto _e = dformat(); _o->dformat = _e; }; -} - -inline flatbuffers::Offset Input::Pack(flatbuffers::FlatBufferBuilder &_fbb, const InputT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateInput(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateInput(flatbuffers::FlatBufferBuilder &_fbb, const InputT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const InputT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dims = _o->dims.size() ? _fbb.CreateVector(_o->dims) : 0; - auto _dtype = _o->dtype; - auto _dformat = _o->dformat; - return MNN::CreateInput( - _fbb, - _dims, - _dtype, - _dformat); -} - -inline LSTMT *LSTM::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new LSTMT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void LSTM::UnPackTo(LSTMT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = outputCount(); _o->outputCount = _e; }; - { auto _e = weightSize(); _o->weightSize = _e; }; - { auto _e = clippingThreshold(); _o->clippingThreshold = _e; }; - { auto _e = weightI(); if (_e) _o->weightI = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = weightH(); if (_e) _o->weightH = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = bias(); if (_e) _o->bias = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = weightIQ(); if (_e) _o->weightIQ = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = weightIA(); if (_e) _o->weightIA = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = quantScale(); _o->quantScale = _e; }; -} - -inline flatbuffers::Offset LSTM::Pack(flatbuffers::FlatBufferBuilder &_fbb, const LSTMT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateLSTM(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateLSTM(flatbuffers::FlatBufferBuilder &_fbb, const LSTMT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const LSTMT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _outputCount = _o->outputCount; - auto _weightSize = _o->weightSize; - auto _clippingThreshold = _o->clippingThreshold; - auto _weightI = _o->weightI ? CreateBlob(_fbb, _o->weightI.get(), _rehasher) : 0; - auto _weightH = _o->weightH ? CreateBlob(_fbb, _o->weightH.get(), _rehasher) : 0; - auto _bias = _o->bias ? CreateBlob(_fbb, _o->bias.get(), _rehasher) : 0; - auto _weightIQ = _o->weightIQ ? CreateBlob(_fbb, _o->weightIQ.get(), _rehasher) : 0; - auto _weightIA = _o->weightIA ? CreateBlob(_fbb, _o->weightIA.get(), _rehasher) : 0; - auto _quantScale = _o->quantScale; - return MNN::CreateLSTM( - _fbb, - _outputCount, - _weightSize, - _clippingThreshold, - _weightI, - _weightH, - _bias, - _weightIQ, - _weightIA, - _quantScale); -} - -inline SliceT *Slice::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SliceT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Slice::UnPackTo(SliceT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = axis(); _o->axis = _e; }; - { auto _e = slicePoints(); if (_e) { _o->slicePoints.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->slicePoints[_i] = _e->Get(_i); } } }; - { auto _e = sourceType(); _o->sourceType = _e; }; -} - -inline flatbuffers::Offset Slice::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SliceT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSlice(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSlice(flatbuffers::FlatBufferBuilder &_fbb, const SliceT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SliceT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _axis = _o->axis; - auto _slicePoints = _o->slicePoints.size() ? _fbb.CreateVector(_o->slicePoints) : 0; - auto _sourceType = _o->sourceType; - return MNN::CreateSlice( - _fbb, - _axis, - _slicePoints, - _sourceType); -} - -inline BatchNormT *BatchNorm::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new BatchNormT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void BatchNorm::UnPackTo(BatchNormT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = channels(); _o->channels = _e; }; - { auto _e = slopeData(); if (_e) { _o->slopeData.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->slopeData[_i] = _e->Get(_i); } } }; - { auto _e = meanData(); if (_e) { _o->meanData.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->meanData[_i] = _e->Get(_i); } } }; - { auto _e = varData(); if (_e) { _o->varData.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->varData[_i] = _e->Get(_i); } } }; - { auto _e = biasData(); if (_e) { _o->biasData.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->biasData[_i] = _e->Get(_i); } } }; - { auto _e = Adata(); if (_e) { _o->Adata.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->Adata[_i] = _e->Get(_i); } } }; - { auto _e = Bdata(); if (_e) { _o->Bdata.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->Bdata[_i] = _e->Get(_i); } } }; - { auto _e = epsilon(); _o->epsilon = _e; }; -} - -inline flatbuffers::Offset BatchNorm::Pack(flatbuffers::FlatBufferBuilder &_fbb, const BatchNormT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateBatchNorm(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateBatchNorm(flatbuffers::FlatBufferBuilder &_fbb, const BatchNormT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const BatchNormT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _channels = _o->channels; - auto _slopeData = _o->slopeData.size() ? _fbb.CreateVector(_o->slopeData) : 0; - auto _meanData = _o->meanData.size() ? _fbb.CreateVector(_o->meanData) : 0; - auto _varData = _o->varData.size() ? _fbb.CreateVector(_o->varData) : 0; - auto _biasData = _o->biasData.size() ? _fbb.CreateVector(_o->biasData) : 0; - auto _Adata = _o->Adata.size() ? _fbb.CreateVector(_o->Adata) : 0; - auto _Bdata = _o->Bdata.size() ? _fbb.CreateVector(_o->Bdata) : 0; - auto _epsilon = _o->epsilon; - return MNN::CreateBatchNorm( - _fbb, - _channels, - _slopeData, - _meanData, - _varData, - _biasData, - _Adata, - _Bdata, - _epsilon); -} - -inline ScaleT *Scale::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ScaleT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Scale::UnPackTo(ScaleT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = channels(); _o->channels = _e; }; - { auto _e = scaleData(); if (_e) { _o->scaleData.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->scaleData[_i] = _e->Get(_i); } } }; - { auto _e = biasData(); if (_e) { _o->biasData.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->biasData[_i] = _e->Get(_i); } } }; - { auto _e = external(); if (_e) { _o->external.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->external[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Scale::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ScaleT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateScale(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateScale(flatbuffers::FlatBufferBuilder &_fbb, const ScaleT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ScaleT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _channels = _o->channels; - auto _scaleData = _o->scaleData.size() ? _fbb.CreateVector(_o->scaleData) : 0; - auto _biasData = _o->biasData.size() ? _fbb.CreateVector(_o->biasData) : 0; - auto _external = _o->external.size() ? _fbb.CreateVector(_o->external) : 0; - return MNN::CreateScale( - _fbb, - _channels, - _scaleData, - _biasData, - _external); -} - -inline EltwiseT *Eltwise::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new EltwiseT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Eltwise::UnPackTo(EltwiseT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = type(); _o->type = _e; }; - { auto _e = coeff(); if (_e) { _o->coeff.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->coeff[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Eltwise::Pack(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateEltwise(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateEltwise(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const EltwiseT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _type = _o->type; - auto _coeff = _o->coeff.size() ? _fbb.CreateVector(_o->coeff) : 0; - return MNN::CreateEltwise( - _fbb, - _type, - _coeff); -} - -inline FlattenT *Flatten::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new FlattenT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Flatten::UnPackTo(FlattenT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = axis(); _o->axis = _e; }; - { auto _e = endAxis(); _o->endAxis = _e; }; -} - -inline flatbuffers::Offset Flatten::Pack(flatbuffers::FlatBufferBuilder &_fbb, const FlattenT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateFlatten(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateFlatten(flatbuffers::FlatBufferBuilder &_fbb, const FlattenT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const FlattenT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _axis = _o->axis; - auto _endAxis = _o->endAxis; - return MNN::CreateFlatten( - _fbb, - _axis, - _endAxis); -} - -inline PermuteT *Permute::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new PermuteT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Permute::UnPackTo(PermuteT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dims(); if (_e) { _o->dims.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dims[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Permute::Pack(flatbuffers::FlatBufferBuilder &_fbb, const PermuteT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePermute(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePermute(flatbuffers::FlatBufferBuilder &_fbb, const PermuteT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const PermuteT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dims = _o->dims.size() ? _fbb.CreateVector(_o->dims) : 0; - return MNN::CreatePermute( - _fbb, - _dims); -} - -inline ReshapeT *Reshape::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ReshapeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Reshape::UnPackTo(ReshapeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dims(); if (_e) { _o->dims.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dims[_i] = _e->Get(_i); } } }; - { auto _e = dimType(); _o->dimType = _e; }; -} - -inline flatbuffers::Offset Reshape::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReshapeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateReshape(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateReshape(flatbuffers::FlatBufferBuilder &_fbb, const ReshapeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ReshapeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dims = _o->dims.size() ? _fbb.CreateVector(_o->dims) : 0; - auto _dimType = _o->dimType; - return MNN::CreateReshape( - _fbb, - _dims, - _dimType); -} - -inline DetectionOutputT *DetectionOutput::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new DetectionOutputT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void DetectionOutput::UnPackTo(DetectionOutputT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = classCount(); _o->classCount = _e; }; - { auto _e = nmsThresholdold(); _o->nmsThresholdold = _e; }; - { auto _e = nmsTopK(); _o->nmsTopK = _e; }; - { auto _e = keepTopK(); _o->keepTopK = _e; }; - { auto _e = confidenceThreshold(); _o->confidenceThreshold = _e; }; - { auto _e = shareLocation(); _o->shareLocation = _e; }; - { auto _e = backgroundLable(); _o->backgroundLable = _e; }; - { auto _e = varianceEncodedTarget(); _o->varianceEncodedTarget = _e; }; - { auto _e = codeType(); _o->codeType = _e; }; - { auto _e = objectnessScore(); _o->objectnessScore = _e; }; -} - -inline flatbuffers::Offset DetectionOutput::Pack(flatbuffers::FlatBufferBuilder &_fbb, const DetectionOutputT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateDetectionOutput(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateDetectionOutput(flatbuffers::FlatBufferBuilder &_fbb, const DetectionOutputT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const DetectionOutputT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _classCount = _o->classCount; - auto _nmsThresholdold = _o->nmsThresholdold; - auto _nmsTopK = _o->nmsTopK; - auto _keepTopK = _o->keepTopK; - auto _confidenceThreshold = _o->confidenceThreshold; - auto _shareLocation = _o->shareLocation; - auto _backgroundLable = _o->backgroundLable; - auto _varianceEncodedTarget = _o->varianceEncodedTarget; - auto _codeType = _o->codeType; - auto _objectnessScore = _o->objectnessScore; - return MNN::CreateDetectionOutput( - _fbb, - _classCount, - _nmsThresholdold, - _nmsTopK, - _keepTopK, - _confidenceThreshold, - _shareLocation, - _backgroundLable, - _varianceEncodedTarget, - _codeType, - _objectnessScore); -} - -inline RoiParametersT *RoiParameters::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RoiParametersT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void RoiParameters::UnPackTo(RoiParametersT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = pooledWidth(); _o->pooledWidth = _e; }; - { auto _e = pooledHeight(); _o->pooledHeight = _e; }; - { auto _e = spatialScale(); _o->spatialScale = _e; }; - { auto _e = samplingRatio(); _o->samplingRatio = _e; }; - { auto _e = aligned(); _o->aligned = _e; }; - { auto _e = poolType(); _o->poolType = _e; }; - { auto _e = outputGrad(); _o->outputGrad = _e; }; -} - -inline flatbuffers::Offset RoiParameters::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RoiParametersT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRoiParameters(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRoiParameters(flatbuffers::FlatBufferBuilder &_fbb, const RoiParametersT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RoiParametersT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _pooledWidth = _o->pooledWidth; - auto _pooledHeight = _o->pooledHeight; - auto _spatialScale = _o->spatialScale; - auto _samplingRatio = _o->samplingRatio; - auto _aligned = _o->aligned; - auto _poolType = _o->poolType; - auto _outputGrad = _o->outputGrad; - return MNN::CreateRoiParameters( - _fbb, - _pooledWidth, - _pooledHeight, - _spatialScale, - _samplingRatio, - _aligned, - _poolType, - _outputGrad); -} - -inline ProposalT *Proposal::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ProposalT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Proposal::UnPackTo(ProposalT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = featStride(); _o->featStride = _e; }; - { auto _e = baseSize(); _o->baseSize = _e; }; - { auto _e = preNmsTopN(); _o->preNmsTopN = _e; }; - { auto _e = afterNmsTopN(); _o->afterNmsTopN = _e; }; - { auto _e = nmsThreshold(); _o->nmsThreshold = _e; }; - { auto _e = minSize(); _o->minSize = _e; }; - { auto _e = ratios(); if (_e) _o->ratios = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = scales(); if (_e) _o->scales = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = anchors(); if (_e) _o->anchors = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset Proposal::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ProposalT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateProposal(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateProposal(flatbuffers::FlatBufferBuilder &_fbb, const ProposalT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ProposalT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _featStride = _o->featStride; - auto _baseSize = _o->baseSize; - auto _preNmsTopN = _o->preNmsTopN; - auto _afterNmsTopN = _o->afterNmsTopN; - auto _nmsThreshold = _o->nmsThreshold; - auto _minSize = _o->minSize; - auto _ratios = _o->ratios ? CreateBlob(_fbb, _o->ratios.get(), _rehasher) : 0; - auto _scales = _o->scales ? CreateBlob(_fbb, _o->scales.get(), _rehasher) : 0; - auto _anchors = _o->anchors ? CreateBlob(_fbb, _o->anchors.get(), _rehasher) : 0; - return MNN::CreateProposal( - _fbb, - _featStride, - _baseSize, - _preNmsTopN, - _afterNmsTopN, - _nmsThreshold, - _minSize, - _ratios, - _scales, - _anchors); -} - -inline InterpT *Interp::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new InterpT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Interp::UnPackTo(InterpT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = widthScale(); _o->widthScale = _e; }; - { auto _e = heightScale(); _o->heightScale = _e; }; - { auto _e = outputWidth(); _o->outputWidth = _e; }; - { auto _e = outputHeight(); _o->outputHeight = _e; }; - { auto _e = resizeType(); _o->resizeType = _e; }; - { auto _e = alignCorners(); _o->alignCorners = _e; }; - { auto _e = halfPixelCenters(); _o->halfPixelCenters = _e; }; - { auto _e = widthOffset(); _o->widthOffset = _e; }; - { auto _e = heightOffset(); _o->heightOffset = _e; }; - { auto _e = cubicCoeffA(); _o->cubicCoeffA = _e; }; - { auto _e = ctm(); _o->ctm = _e; }; - { auto _e = depthScale(); _o->depthScale = _e; }; - { auto _e = outputDepth(); _o->outputDepth = _e; }; - { auto _e = depthOffset(); _o->depthOffset = _e; }; -} - -inline flatbuffers::Offset Interp::Pack(flatbuffers::FlatBufferBuilder &_fbb, const InterpT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateInterp(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateInterp(flatbuffers::FlatBufferBuilder &_fbb, const InterpT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const InterpT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _widthScale = _o->widthScale; - auto _heightScale = _o->heightScale; - auto _outputWidth = _o->outputWidth; - auto _outputHeight = _o->outputHeight; - auto _resizeType = _o->resizeType; - auto _alignCorners = _o->alignCorners; - auto _halfPixelCenters = _o->halfPixelCenters; - auto _widthOffset = _o->widthOffset; - auto _heightOffset = _o->heightOffset; - auto _cubicCoeffA = _o->cubicCoeffA; - auto _ctm = _o->ctm; - auto _depthScale = _o->depthScale; - auto _outputDepth = _o->outputDepth; - auto _depthOffset = _o->depthOffset; - return MNN::CreateInterp( - _fbb, - _widthScale, - _heightScale, - _outputWidth, - _outputHeight, - _resizeType, - _alignCorners, - _halfPixelCenters, - _widthOffset, - _heightOffset, - _cubicCoeffA, - _ctm, - _depthScale, - _outputDepth, - _depthOffset); -} - -inline ResizeT *Resize::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ResizeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Resize::UnPackTo(ResizeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = xScale(); _o->xScale = _e; }; - { auto _e = yScale(); _o->yScale = _e; }; -} - -inline flatbuffers::Offset Resize::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ResizeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateResize(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateResize(flatbuffers::FlatBufferBuilder &_fbb, const ResizeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ResizeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _xScale = _o->xScale; - auto _yScale = _o->yScale; - return MNN::CreateResize( - _fbb, - _xScale, - _yScale); -} - -inline PriorBoxT *PriorBox::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new PriorBoxT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void PriorBox::UnPackTo(PriorBoxT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = minSizes(); if (_e) { _o->minSizes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->minSizes[_i] = _e->Get(_i); } } }; - { auto _e = maxSizes(); if (_e) { _o->maxSizes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->maxSizes[_i] = _e->Get(_i); } } }; - { auto _e = aspectRatios(); if (_e) { _o->aspectRatios.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->aspectRatios[_i] = _e->Get(_i); } } }; - { auto _e = variances(); if (_e) { _o->variances.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->variances[_i] = _e->Get(_i); } } }; - { auto _e = flip(); _o->flip = _e; }; - { auto _e = clip(); _o->clip = _e; }; - { auto _e = imageWidth(); _o->imageWidth = _e; }; - { auto _e = imageHeight(); _o->imageHeight = _e; }; - { auto _e = stepWidth(); _o->stepWidth = _e; }; - { auto _e = stepHeight(); _o->stepHeight = _e; }; - { auto _e = offset(); _o->offset = _e; }; -} - -inline flatbuffers::Offset PriorBox::Pack(flatbuffers::FlatBufferBuilder &_fbb, const PriorBoxT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePriorBox(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePriorBox(flatbuffers::FlatBufferBuilder &_fbb, const PriorBoxT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const PriorBoxT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _minSizes = _o->minSizes.size() ? _fbb.CreateVector(_o->minSizes) : 0; - auto _maxSizes = _o->maxSizes.size() ? _fbb.CreateVector(_o->maxSizes) : 0; - auto _aspectRatios = _o->aspectRatios.size() ? _fbb.CreateVector(_o->aspectRatios) : 0; - auto _variances = _o->variances.size() ? _fbb.CreateVector(_o->variances) : 0; - auto _flip = _o->flip; - auto _clip = _o->clip; - auto _imageWidth = _o->imageWidth; - auto _imageHeight = _o->imageHeight; - auto _stepWidth = _o->stepWidth; - auto _stepHeight = _o->stepHeight; - auto _offset = _o->offset; - return MNN::CreatePriorBox( - _fbb, - _minSizes, - _maxSizes, - _aspectRatios, - _variances, - _flip, - _clip, - _imageWidth, - _imageHeight, - _stepWidth, - _stepHeight, - _offset); -} - -inline NormalizeT *Normalize::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new NormalizeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Normalize::UnPackTo(NormalizeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = acrossSpatial(); _o->acrossSpatial = _e; }; - { auto _e = channelShared(); _o->channelShared = _e; }; - { auto _e = eps(); _o->eps = _e; }; - { auto _e = scale(); if (_e) { _o->scale.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->scale[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Normalize::Pack(flatbuffers::FlatBufferBuilder &_fbb, const NormalizeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateNormalize(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateNormalize(flatbuffers::FlatBufferBuilder &_fbb, const NormalizeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const NormalizeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _acrossSpatial = _o->acrossSpatial; - auto _channelShared = _o->channelShared; - auto _eps = _o->eps; - auto _scale = _o->scale.size() ? _fbb.CreateVector(_o->scale) : 0; - return MNN::CreateNormalize( - _fbb, - _acrossSpatial, - _channelShared, - _eps, - _scale); -} - -inline EltwiseInt8T *EltwiseInt8::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new EltwiseInt8T(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void EltwiseInt8::UnPackTo(EltwiseInt8T *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = type(); _o->type = _e; }; - { auto _e = inputQuan0(); if (_e) _o->inputQuan0 = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = inputQuan1(); if (_e) _o->inputQuan1 = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = outputQuan(); if (_e) _o->outputQuan = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset EltwiseInt8::Pack(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseInt8T* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateEltwiseInt8(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateEltwiseInt8(flatbuffers::FlatBufferBuilder &_fbb, const EltwiseInt8T *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const EltwiseInt8T* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _type = _o->type; - auto _inputQuan0 = _o->inputQuan0 ? CreateQuantizedFloatParam(_fbb, _o->inputQuan0.get(), _rehasher) : 0; - auto _inputQuan1 = _o->inputQuan1 ? CreateQuantizedFloatParam(_fbb, _o->inputQuan1.get(), _rehasher) : 0; - auto _outputQuan = _o->outputQuan ? CreateQuantizedFloatParam(_fbb, _o->outputQuan.get(), _rehasher) : 0; - return MNN::CreateEltwiseInt8( - _fbb, - _type, - _inputQuan0, - _inputQuan1, - _outputQuan); -} - -inline CumSumT *CumSum::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new CumSumT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void CumSum::UnPackTo(CumSumT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = exclusive(); _o->exclusive = _e; }; - { auto _e = reverse(); _o->reverse = _e; }; -} - -inline flatbuffers::Offset CumSum::Pack(flatbuffers::FlatBufferBuilder &_fbb, const CumSumT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateCumSum(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateCumSum(flatbuffers::FlatBufferBuilder &_fbb, const CumSumT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const CumSumT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _exclusive = _o->exclusive; - auto _reverse = _o->reverse; - return MNN::CreateCumSum( - _fbb, - _exclusive, - _reverse); -} - -inline const flatbuffers::TypeTable *PadModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PadModeTypeTable - }; - static const char * const names[] = { - "CAFFE", - "VALID", - "SAME" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SparseAlgoTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - SparseAlgoTypeTable - }; - static const char * const names[] = { - "RANDOM", - "SIMD_OC" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizeAlgoTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - QuantizeAlgoTypeTable - }; - static const char * const names[] = { - "DEFAULT", - "OVERFLOW_AWARE", - "WINOGRAD_AWARE" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PoolTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PoolTypeTypeTable - }; - static const char * const names[] = { - "MAXPOOL", - "AVEPOOL" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PoolPadTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PoolPadTypeTypeTable - }; - static const char * const names[] = { - "CAFFE", - "VALID", - "SAME" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *AvgPoolCountTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - AvgPoolCountTypeTypeTable - }; - static const char * const names[] = { - "DEFAULT", - "INCLUDE_PADDING", - "EXCLUDE_PADDING" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *EltwiseTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - EltwiseTypeTypeTable - }; - static const char * const names[] = { - "PROD", - "SUM", - "MAXIMUM", - "SUB" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *CoordinateTransformationModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - CoordinateTransformationModeTypeTable - }; - static const char * const names[] = { - "NotSet", - "AlignCorners", - "HalfPixels", - "PytorchHalfPixels", - "Asymmetric", - "TensorflowHalfPixels", - "TensorflowCropAndResize" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 7, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *Convolution2DCommonTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PadModeTypeTable - }; - static const char * const names[] = { - "padX", - "padY", - "kernelX", - "kernelY", - "strideX", - "strideY", - "dilateX", - "dilateY", - "padMode", - "group", - "outputCount", - "inputCount", - "relu", - "relu6", - "pads", - "outPads", - "hasOutputShape" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 17, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *Convolution3DCommonTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PadModeTypeTable - }; - static const char * const names[] = { - "dilates", - "strides", - "kernels", - "pads", - "padMode", - "inputCount", - "outputCount", - "relu", - "relu6", - "group", - "outPads", - "hasOutputShape" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 12, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SparseCommonTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 1, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - SparseAlgoTypeTable, - AttributeTypeTable - }; - static const char * const names[] = { - "method", - "args" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *IDSTQuanTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_UINT, 0, -1 }, - { flatbuffers::ET_UINT, 1, -1 } - }; - static const char * const names[] = { - "buffer", - "alpha", - "type", - "useInt32", - "quantScale", - "scaleIn", - "scaleOut", - "aMax", - "aMin", - "readType", - "has_scaleInt", - "shapeInt32", - "weightSize", - "index" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 14, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedFloatParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, -1 }, - { flatbuffers::ET_CHAR, 0, -1 }, - { flatbuffers::ET_CHAR, 0, -1 }, - { flatbuffers::ET_CHAR, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - QuantizeAlgoTypeTable - }; - static const char * const names[] = { - "weight", - "bias", - "scale", - "tensorScale", - "method", - "nbits", - "zeroPoint", - "outputZeroPoint", - "clampMin", - "clampMax", - "winogradAttr" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 11, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *Convolution2DTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 2 }, - { flatbuffers::ET_SEQUENCE, 0, 3 }, - { flatbuffers::ET_LONG, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - Convolution2DCommonTypeTable, - IDSTQuanTypeTable, - QuantizedFloatParamTypeTable, - SparseCommonTypeTable - }; - static const char * const names[] = { - "common", - "weight", - "bias", - "quanParameter", - "symmetricQuan", - "sparseParameter", - "external" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 7, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *Convolution3DTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_LONG, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - Convolution3DCommonTypeTable - }; - static const char * const names[] = { - "common", - "weight", - "bias", - "external" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *InnerProductTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - IDSTQuanTypeTable - }; - static const char * const names[] = { - "outputCount", - "biasTerm", - "weightSize", - "weight", - "bias", - "axis", - "transpose", - "quanParameter" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 8, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PoolTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_INT, 0, 2 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 3 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PoolTypeTypeTable, - PoolPadTypeTypeTable, - DataTypeTypeTable, - AvgPoolCountTypeTypeTable - }; - static const char * const names[] = { - "padX", - "padY", - "isGlobal", - "kernelX", - "kernelY", - "strideX", - "strideY", - "type", - "padType", - "dataType", - "ceilModel", - "pads", - "countType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 13, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *Pool3DTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PoolTypeTypeTable, - PoolPadTypeTypeTable - }; - static const char * const names[] = { - "strides", - "kernels", - "pads", - "type", - "padType", - "isGlobal" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 6, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ReluTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "slope" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *Relu6TypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "minValue", - "maxValue" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PReluTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 } - }; - static const char * const names[] = { - "slopeCount", - "slope" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ELUTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "alpha" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *LRNTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "regionType", - "localSize", - "alpha", - "beta", - "bias" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ArgMaxTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const char * const names[] = { - "outMaxVal", - "topK", - "axis", - "softmaxThreshold" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *AxisTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 } - }; - static const char * const names[] = { - "axis" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *InputTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable, - MNN_DATA_FORMATTypeTable - }; - static const char * const names[] = { - "dims", - "dtype", - "dformat" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *LSTMTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - BlobTypeTable - }; - static const char * const names[] = { - "outputCount", - "weightSize", - "clippingThreshold", - "weightI", - "weightH", - "bias", - "weightIQ", - "weightIA", - "quantScale" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 9, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SliceTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - NetSourceTypeTable - }; - static const char * const names[] = { - "axis", - "slicePoints", - "sourceType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *BatchNormTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "channels", - "slopeData", - "meanData", - "varData", - "biasData", - "Adata", - "Bdata", - "epsilon" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 8, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ScaleTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_LONG, 1, -1 } - }; - static const char * const names[] = { - "channels", - "scaleData", - "biasData", - "external" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *EltwiseTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_FLOAT, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - EltwiseTypeTypeTable - }; - static const char * const names[] = { - "type", - "coeff" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *FlattenTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const char * const names[] = { - "axis", - "endAxis" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PermuteTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 } - }; - static const char * const names[] = { - "dims" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ReshapeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - MNN_DATA_FORMATTypeTable - }; - static const char * const names[] = { - "dims", - "dimType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *DetectionOutputTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "classCount", - "nmsThresholdold", - "nmsTopK", - "keepTopK", - "confidenceThreshold", - "shareLocation", - "backgroundLable", - "varianceEncodedTarget", - "codeType", - "objectnessScore" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 10, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RoiParametersTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PoolTypeTypeTable - }; - static const char * const names[] = { - "pooledWidth", - "pooledHeight", - "spatialScale", - "samplingRatio", - "aligned", - "poolType", - "outputGrad" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 7, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ProposalTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - BlobTypeTable - }; - static const char * const names[] = { - "featStride", - "baseSize", - "preNmsTopN", - "afterNmsTopN", - "nmsThreshold", - "minSize", - "ratios", - "scales", - "anchors" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 9, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *InterpTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - CoordinateTransformationModeTypeTable - }; - static const char * const names[] = { - "widthScale", - "heightScale", - "outputWidth", - "outputHeight", - "resizeType", - "alignCorners", - "halfPixelCenters", - "widthOffset", - "heightOffset", - "cubicCoeffA", - "ctm", - "depthScale", - "outputDepth", - "depthOffset" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 14, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ResizeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "xScale", - "yScale" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PriorBoxTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "minSizes", - "maxSizes", - "aspectRatios", - "variances", - "flip", - "clip", - "imageWidth", - "imageHeight", - "stepWidth", - "stepHeight", - "offset" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 11, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *NormalizeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 } - }; - static const char * const names[] = { - "acrossSpatial", - "channelShared", - "eps", - "scale" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *EltwiseInt8TypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - EltwiseTypeTypeTable, - QuantizedFloatParamTypeTable - }; - static const char * const names[] = { - "type", - "inputQuan0", - "inputQuan1", - "outputQuan" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *CumSumTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const char * const names[] = { - "exclusive", - "reverse" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_CAFFEOP_MNN_H_ diff --git a/schema/current/ExtraInfo_generated.h b/schema/current/ExtraInfo_generated.h deleted file mode 100644 index 6ab3a97e0..000000000 --- a/schema/current/ExtraInfo_generated.h +++ /dev/null @@ -1,145 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_EXTRAINFO_MNN_H_ -#define FLATBUFFERS_GENERATED_EXTRAINFO_MNN_H_ - - -#include "Tensor_generated.h" -#include "Type_generated.h" - -namespace MNN { - -struct ExtraInfo; -struct ExtraInfoT; - -inline const flatbuffers::TypeTable *ExtraInfoTypeTable(); - -struct ExtraInfoT : public flatbuffers::NativeTable { - typedef ExtraInfo TableType; - std::vector buffer; - std::string name; - std::string version; - ExtraInfoT() { - } -}; - -struct ExtraInfo FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ExtraInfoT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ExtraInfoTypeTable(); - } - const flatbuffers::Vector *buffer() const { - return GetPointer *>(4); - } - const flatbuffers::String *name() const { - return GetPointer(6); - } - const flatbuffers::String *version() const { - return GetPointer(8); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(buffer()) && - VerifyOffset(verifier, 6) && - verifier.VerifyString(name()) && - VerifyOffset(verifier, 8) && - verifier.VerifyString(version()) && - verifier.EndTable(); - } - ExtraInfoT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ExtraInfoT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ExtraInfoT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ExtraInfoBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_buffer(flatbuffers::Offset> buffer) { - fbb_.AddOffset(4, buffer); - } - void add_name(flatbuffers::Offset name) { - fbb_.AddOffset(6, name); - } - void add_version(flatbuffers::Offset version) { - fbb_.AddOffset(8, version); - } - explicit ExtraInfoBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ExtraInfoBuilder &operator=(const ExtraInfoBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateExtraInfo( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> buffer = 0, - flatbuffers::Offset name = 0, - flatbuffers::Offset version = 0) { - ExtraInfoBuilder builder_(_fbb); - builder_.add_version(version); - builder_.add_name(name); - builder_.add_buffer(buffer); - return builder_.Finish(); -} - -flatbuffers::Offset CreateExtraInfo(flatbuffers::FlatBufferBuilder &_fbb, const ExtraInfoT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -inline ExtraInfoT *ExtraInfo::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ExtraInfoT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ExtraInfo::UnPackTo(ExtraInfoT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = buffer(); if (_e) { _o->buffer.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->buffer[_i] = _e->Get(_i); } } }; - { auto _e = name(); if (_e) _o->name = _e->str(); }; - { auto _e = version(); if (_e) _o->version = _e->str(); }; -} - -inline flatbuffers::Offset ExtraInfo::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ExtraInfoT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateExtraInfo(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateExtraInfo(flatbuffers::FlatBufferBuilder &_fbb, const ExtraInfoT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ExtraInfoT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _buffer = _o->buffer.size() ? _fbb.CreateVector(_o->buffer) : 0; - auto _name = _o->name.empty() ? 0 : _fbb.CreateString(_o->name); - auto _version = _o->version.empty() ? 0 : _fbb.CreateString(_o->version); - return MNN::CreateExtraInfo( - _fbb, - _buffer, - _name, - _version); -} - -inline const flatbuffers::TypeTable *ExtraInfoTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 1, -1 }, - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 } - }; - static const char * const names[] = { - "buffer", - "name", - "version" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_EXTRAINFO_MNN_H_ diff --git a/schema/current/MNN_generated.h b/schema/current/MNN_generated.h deleted file mode 100644 index 5882f5501..000000000 --- a/schema/current/MNN_generated.h +++ /dev/null @@ -1,8365 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_MNN_MNN_H_ -#define FLATBUFFERS_GENERATED_MNN_MNN_H_ - - -#include "CaffeOp_generated.h" -#include "ExtraInfo_generated.h" -#include "TFQuantizeOp_generated.h" -#include "Tensor_generated.h" -#include "TensorflowOp_generated.h" -#include "Type_generated.h" -#include "UserDefine_generated.h" - -namespace MNN { - -struct Plugin; -struct PluginT; - -struct Extra; -struct ExtraT; - -struct StringVec; -struct StringVecT; - -struct WhileParam; -struct WhileParamT; - -struct IfParam; -struct IfParamT; - -struct RegionCommand; -struct RegionCommandT; - -struct LoopParam; -struct LoopParamT; - -struct Op; -struct OpT; - -struct View; -struct ViewT; - -struct Region; -struct RegionT; - -struct TensorDescribe; -struct TensorDescribeT; - -struct SubGraphProto; -struct SubGraphProtoT; - -struct TensorQuantInfo; -struct TensorQuantInfoT; - -struct Net; -struct NetT; - -inline const flatbuffers::TypeTable *PluginTypeTable(); - -inline const flatbuffers::TypeTable *ExtraTypeTable(); - -inline const flatbuffers::TypeTable *StringVecTypeTable(); - -inline const flatbuffers::TypeTable *WhileParamTypeTable(); - -inline const flatbuffers::TypeTable *IfParamTypeTable(); - -inline const flatbuffers::TypeTable *RegionCommandTypeTable(); - -inline const flatbuffers::TypeTable *LoopParamTypeTable(); - -inline const flatbuffers::TypeTable *OpTypeTable(); - -inline const flatbuffers::TypeTable *ViewTypeTable(); - -inline const flatbuffers::TypeTable *RegionTypeTable(); - -inline const flatbuffers::TypeTable *TensorDescribeTypeTable(); - -inline const flatbuffers::TypeTable *SubGraphProtoTypeTable(); - -inline const flatbuffers::TypeTable *TensorQuantInfoTypeTable(); - -inline const flatbuffers::TypeTable *NetTypeTable(); - -enum OpType { - OpType_AbsVal = 0, - OpType_QuantizedAdd = 1, - OpType_ArgMax = 2, - OpType_AsString = 3, - OpType_InstanceNorm = 4, - OpType_BatchToSpaceND = 5, - OpType_Copy = 6, - OpType_BinaryOp = 7, - OpType_Bnll = 8, - OpType_Cast = 9, - OpType_Concat = 10, - OpType_Const = 11, - OpType_Convolution = 12, - OpType_ConvolutionDepthwise = 13, - OpType_Crop = 14, - OpType_CropAndResize = 15, - OpType_ImageProcess = 16, - OpType_Deconvolution = 17, - OpType_DeconvolutionDepthwise = 18, - OpType_Dequantize = 19, - OpType_DetectionOutput = 20, - OpType_Dropout = 21, - OpType_Eltwise = 22, - OpType_ELU = 23, - OpType_Unique = 24, - OpType_Exp = 25, - OpType_ExpandDims = 26, - OpType_Fill = 27, - OpType_Flatten = 28, - OpType_Im2Col = 29, - OpType_Gather = 30, - OpType_GatherV2 = 31, - OpType_Im2Seq = 32, - OpType_InnerProduct = 33, - OpType_Input = 34, - OpType_Interp = 35, - OpType_Log = 36, - OpType_LRN = 37, - OpType_LSTM = 38, - OpType_MatMul = 39, - OpType_MVN = 40, - OpType_NonMaxSuppression = 41, - OpType_NonMaxSuppressionV2 = 42, - OpType_Normalize = 43, - OpType_Pack = 44, - OpType_Padding = 45, - OpType_Permute = 46, - OpType_Pooling = 47, - OpType_Power = 48, - OpType_PReLU = 49, - OpType_PriorBox = 50, - OpType_Proposal = 51, - OpType_QuantizedAvgPool = 52, - OpType_QuantizedBiasAdd = 53, - OpType_QuantizedConcat = 54, - OpType_QuantizedDepthwiseConv2D = 55, - OpType_QuantizedLogistic = 56, - OpType_QuantizedMatMul = 57, - OpType_QuantizedMaxPool = 58, - OpType_QuantizedRelu = 59, - OpType_QuantizedRelu6 = 60, - OpType_QuantizedReshape = 61, - OpType_QuantizedSoftmax = 62, - OpType_QuantizeMaxMin = 63, - OpType_QuantizeV2 = 64, - OpType_Range = 65, - OpType_Rank = 66, - OpType_ReduceJoin = 67, - OpType_Reduction = 68, - OpType_ReLU = 69, - OpType_ReLU6 = 70, - OpType_RequantizationRange = 71, - OpType_Requantize = 72, - OpType_Reshape = 73, - OpType_Resize = 74, - OpType_RNN = 75, - OpType_ROIPooling = 76, - OpType_Scale = 77, - OpType_Selu = 78, - OpType_Seq2Out = 79, - OpType_Shape = 80, - OpType_Sigmoid = 81, - OpType_Size = 82, - OpType_Slice = 83, - OpType_SliceTf = 84, - OpType_Softmax = 85, - OpType_SpaceToBatchND = 86, - OpType_SpatialProduct = 87, - OpType_Col2Im = 88, - OpType_Segment = 89, - OpType_Squeeze = 90, - OpType_StridedSlice = 91, - OpType_StringJoin = 92, - OpType_StringSplit = 93, - OpType_StringToNumber = 94, - OpType_TanH = 95, - OpType_TfQuantizedConv2D = 96, - OpType_Threshold = 97, - OpType_Tile = 98, - OpType_TopKV2 = 99, - OpType_Transpose = 100, - OpType_UnaryOp = 101, - OpType_Unpack = 102, - OpType_Where = 103, - OpType_Moments = 104, - OpType_RNNSequenceGRU = 105, - OpType_BatchMatMul = 106, - OpType_Unsqueeze = 107, - OpType_CosineSimilarity = 108, - OpType_DepthToSpace = 109, - OpType_SpaceToDepth = 110, - OpType_ReverseSequence = 111, - OpType_Pooling3D = 112, - OpType_Convolution3D = 113, - OpType_MatrixBandPart = 114, - OpType_GatherND = 115, - OpType_DetectionPostProcess = 116, - OpType_UnravelIndex = 117, - OpType_ScatterNd = 118, - OpType_OneHot = 119, - OpType_BroadcastTo = 120, - OpType_Dilation2D = 121, - OpType_Interp3D = 122, - OpType_Raster = 128, - OpType_ConvertTensor = 129, - OpType_ArgMin = 130, - OpType_LinSpace = 131, - OpType_RandomUniform = 132, - OpType_TensorArray = 133, - OpType_TensorArraySize = 134, - OpType_TensorArrayRead = 135, - OpType_TensorArrayWrite = 136, - OpType_TensorArrayGather = 137, - OpType_TensorArrayScatter = 138, - OpType_TensorArraySplit = 139, - OpType_TensorArrayConcat = 140, - OpType_LSTMBlockCell = 141, - OpType_Reverse = 142, - OpType_ROIAlign = 143, - OpType_RandomNormal = 144, - OpType_TensorArrayInsert = 145, - OpType_TensorArrayErase = 146, - OpType_EyeLike = 147, - OpType_CumSum = 148, - OpType_Det = 149, - OpType_CumProd = 150, - OpType_ScatterElements = 151, - OpType_GatherElements = 152, - OpType_Svd = 153, - OpType_Histogram = 154, - OpType_Plugin = 256, - OpType_Select = 257, - OpType_ZerosLike = 258, - OpType_Broastcast = 259, - OpType_SetDiff1D = 260, - OpType_ReluGrad = 261, - OpType_Identity = 262, - OpType_PoolGrad = 263, - OpType_SoftmaxGrad = 264, - OpType_Conv2DBackPropFilter = 265, - OpType_TrainableParam = 266, - OpType_BatchNorm = 267, - OpType_ConvTranspose3D = 268, - OpType_ZeroGrad = 269, - OpType_Extra = 512, - OpType_ConvInt8 = 513, - OpType_Int8ToFloat = 514, - OpType_DepthwiseConvInt8 = 515, - OpType_PoolInt8 = 516, - OpType_FloatToInt8 = 517, - OpType_EltwiseInt8 = 518, - OpType_While = 600, - OpType_If = 601, - OpType_LayerNorm = 603, - OpType_GridSample = 604, - OpType_MIN = OpType_AbsVal, - OpType_MAX = OpType_GridSample -}; - -inline const OpType (&EnumValuesOpType())[175] { - static const OpType values[] = { - OpType_AbsVal, - OpType_QuantizedAdd, - OpType_ArgMax, - OpType_AsString, - OpType_InstanceNorm, - OpType_BatchToSpaceND, - OpType_Copy, - OpType_BinaryOp, - OpType_Bnll, - OpType_Cast, - OpType_Concat, - OpType_Const, - OpType_Convolution, - OpType_ConvolutionDepthwise, - OpType_Crop, - OpType_CropAndResize, - OpType_ImageProcess, - OpType_Deconvolution, - OpType_DeconvolutionDepthwise, - OpType_Dequantize, - OpType_DetectionOutput, - OpType_Dropout, - OpType_Eltwise, - OpType_ELU, - OpType_Unique, - OpType_Exp, - OpType_ExpandDims, - OpType_Fill, - OpType_Flatten, - OpType_Im2Col, - OpType_Gather, - OpType_GatherV2, - OpType_Im2Seq, - OpType_InnerProduct, - OpType_Input, - OpType_Interp, - OpType_Log, - OpType_LRN, - OpType_LSTM, - OpType_MatMul, - OpType_MVN, - OpType_NonMaxSuppression, - OpType_NonMaxSuppressionV2, - OpType_Normalize, - OpType_Pack, - OpType_Padding, - OpType_Permute, - OpType_Pooling, - OpType_Power, - OpType_PReLU, - OpType_PriorBox, - OpType_Proposal, - OpType_QuantizedAvgPool, - OpType_QuantizedBiasAdd, - OpType_QuantizedConcat, - OpType_QuantizedDepthwiseConv2D, - OpType_QuantizedLogistic, - OpType_QuantizedMatMul, - OpType_QuantizedMaxPool, - OpType_QuantizedRelu, - OpType_QuantizedRelu6, - OpType_QuantizedReshape, - OpType_QuantizedSoftmax, - OpType_QuantizeMaxMin, - OpType_QuantizeV2, - OpType_Range, - OpType_Rank, - OpType_ReduceJoin, - OpType_Reduction, - OpType_ReLU, - OpType_ReLU6, - OpType_RequantizationRange, - OpType_Requantize, - OpType_Reshape, - OpType_Resize, - OpType_RNN, - OpType_ROIPooling, - OpType_Scale, - OpType_Selu, - OpType_Seq2Out, - OpType_Shape, - OpType_Sigmoid, - OpType_Size, - OpType_Slice, - OpType_SliceTf, - OpType_Softmax, - OpType_SpaceToBatchND, - OpType_SpatialProduct, - OpType_Col2Im, - OpType_Segment, - OpType_Squeeze, - OpType_StridedSlice, - OpType_StringJoin, - OpType_StringSplit, - OpType_StringToNumber, - OpType_TanH, - OpType_TfQuantizedConv2D, - OpType_Threshold, - OpType_Tile, - OpType_TopKV2, - OpType_Transpose, - OpType_UnaryOp, - OpType_Unpack, - OpType_Where, - OpType_Moments, - OpType_RNNSequenceGRU, - OpType_BatchMatMul, - OpType_Unsqueeze, - OpType_CosineSimilarity, - OpType_DepthToSpace, - OpType_SpaceToDepth, - OpType_ReverseSequence, - OpType_Pooling3D, - OpType_Convolution3D, - OpType_MatrixBandPart, - OpType_GatherND, - OpType_DetectionPostProcess, - OpType_UnravelIndex, - OpType_ScatterNd, - OpType_OneHot, - OpType_BroadcastTo, - OpType_Dilation2D, - OpType_Interp3D, - OpType_Raster, - OpType_ConvertTensor, - OpType_ArgMin, - OpType_LinSpace, - OpType_RandomUniform, - OpType_TensorArray, - OpType_TensorArraySize, - OpType_TensorArrayRead, - OpType_TensorArrayWrite, - OpType_TensorArrayGather, - OpType_TensorArrayScatter, - OpType_TensorArraySplit, - OpType_TensorArrayConcat, - OpType_LSTMBlockCell, - OpType_Reverse, - OpType_ROIAlign, - OpType_RandomNormal, - OpType_TensorArrayInsert, - OpType_TensorArrayErase, - OpType_EyeLike, - OpType_CumSum, - OpType_Det, - OpType_CumProd, - OpType_ScatterElements, - OpType_GatherElements, - OpType_Svd, - OpType_Histogram, - OpType_Plugin, - OpType_Select, - OpType_ZerosLike, - OpType_Broastcast, - OpType_SetDiff1D, - OpType_ReluGrad, - OpType_Identity, - OpType_PoolGrad, - OpType_SoftmaxGrad, - OpType_Conv2DBackPropFilter, - OpType_TrainableParam, - OpType_BatchNorm, - OpType_ConvTranspose3D, - OpType_ZeroGrad, - OpType_Extra, - OpType_ConvInt8, - OpType_Int8ToFloat, - OpType_DepthwiseConvInt8, - OpType_PoolInt8, - OpType_FloatToInt8, - OpType_EltwiseInt8, - OpType_While, - OpType_If, - OpType_LayerNorm, - OpType_GridSample - }; - return values; -} - -inline const char * const *EnumNamesOpType() { - static const char * const names[] = { - "AbsVal", - "QuantizedAdd", - "ArgMax", - "AsString", - "InstanceNorm", - "BatchToSpaceND", - "Copy", - "BinaryOp", - "Bnll", - "Cast", - "Concat", - "Const", - "Convolution", - "ConvolutionDepthwise", - "Crop", - "CropAndResize", - "ImageProcess", - "Deconvolution", - "DeconvolutionDepthwise", - "Dequantize", - "DetectionOutput", - "Dropout", - "Eltwise", - "ELU", - "Unique", - "Exp", - "ExpandDims", - "Fill", - "Flatten", - "Im2Col", - "Gather", - "GatherV2", - "Im2Seq", - "InnerProduct", - "Input", - "Interp", - "Log", - "LRN", - "LSTM", - "MatMul", - "MVN", - "NonMaxSuppression", - "NonMaxSuppressionV2", - "Normalize", - "Pack", - "Padding", - "Permute", - "Pooling", - "Power", - "PReLU", - "PriorBox", - "Proposal", - "QuantizedAvgPool", - "QuantizedBiasAdd", - "QuantizedConcat", - "QuantizedDepthwiseConv2D", - "QuantizedLogistic", - "QuantizedMatMul", - "QuantizedMaxPool", - "QuantizedRelu", - "QuantizedRelu6", - "QuantizedReshape", - "QuantizedSoftmax", - "QuantizeMaxMin", - "QuantizeV2", - "Range", - "Rank", - "ReduceJoin", - "Reduction", - "ReLU", - "ReLU6", - "RequantizationRange", - "Requantize", - "Reshape", - "Resize", - "RNN", - "ROIPooling", - "Scale", - "Selu", - "Seq2Out", - "Shape", - "Sigmoid", - "Size", - "Slice", - "SliceTf", - "Softmax", - "SpaceToBatchND", - "SpatialProduct", - "Col2Im", - "Segment", - "Squeeze", - "StridedSlice", - "StringJoin", - "StringSplit", - "StringToNumber", - "TanH", - "TfQuantizedConv2D", - "Threshold", - "Tile", - "TopKV2", - "Transpose", - "UnaryOp", - "Unpack", - "Where", - "Moments", - "RNNSequenceGRU", - "BatchMatMul", - "Unsqueeze", - "CosineSimilarity", - "DepthToSpace", - "SpaceToDepth", - "ReverseSequence", - "Pooling3D", - "Convolution3D", - "MatrixBandPart", - "GatherND", - "DetectionPostProcess", - "UnravelIndex", - "ScatterNd", - "OneHot", - "BroadcastTo", - "Dilation2D", - "Interp3D", - "", - "", - "", - "", - "", - "Raster", - "ConvertTensor", - "ArgMin", - "LinSpace", - "RandomUniform", - "TensorArray", - "TensorArraySize", - "TensorArrayRead", - "TensorArrayWrite", - "TensorArrayGather", - "TensorArrayScatter", - "TensorArraySplit", - "TensorArrayConcat", - "LSTMBlockCell", - "Reverse", - "ROIAlign", - "RandomNormal", - "TensorArrayInsert", - "TensorArrayErase", - "EyeLike", - "CumSum", - "Det", - "CumProd", - "ScatterElements", - "GatherElements", - "Svd", - "Histogram", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "Plugin", - "Select", - "ZerosLike", - "Broastcast", - "SetDiff1D", - "ReluGrad", - "Identity", - "PoolGrad", - "SoftmaxGrad", - "Conv2DBackPropFilter", - "TrainableParam", - "BatchNorm", - "ConvTranspose3D", - "ZeroGrad", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "Extra", - "ConvInt8", - "Int8ToFloat", - "DepthwiseConvInt8", - "PoolInt8", - "FloatToInt8", - "EltwiseInt8", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "", - "While", - "If", - "", - "LayerNorm", - "GridSample", - nullptr - }; - return names; -} - -inline const char *EnumNameOpType(OpType e) { - if (e < OpType_AbsVal || e > OpType_GridSample) return ""; - const size_t index = static_cast(e); - return EnumNamesOpType()[index]; -} - -enum OpParameter { - OpParameter_NONE = 0, - OpParameter_QuantizedAdd = 1, - OpParameter_ArgMax = 2, - OpParameter_AsString = 3, - OpParameter_Axis = 4, - OpParameter_BatchNorm = 5, - OpParameter_BinaryOp = 6, - OpParameter_Blob = 7, - OpParameter_CastParam = 8, - OpParameter_Convolution2D = 9, - OpParameter_Crop = 10, - OpParameter_CropAndResize = 11, - OpParameter_Dequantize = 12, - OpParameter_DetectionOutput = 13, - OpParameter_Eltwise = 14, - OpParameter_ExpandDims = 15, - OpParameter_Fill = 16, - OpParameter_Flatten = 17, - OpParameter_Gather = 18, - OpParameter_GatherV2 = 19, - OpParameter_InnerProduct = 20, - OpParameter_Input = 21, - OpParameter_Interp = 22, - OpParameter_LRN = 23, - OpParameter_LSTM = 24, - OpParameter_MatMul = 25, - OpParameter_NonMaxSuppressionV2 = 26, - OpParameter_Normalize = 27, - OpParameter_PackParam = 28, - OpParameter_Permute = 29, - OpParameter_Plugin = 30, - OpParameter_Pool = 31, - OpParameter_PRelu = 32, - OpParameter_PriorBox = 33, - OpParameter_Proposal = 34, - OpParameter_QuantizedAvgPool = 35, - OpParameter_QuantizedBiasAdd = 36, - OpParameter_QuantizedConcat = 37, - OpParameter_QuantizedLogistic = 38, - OpParameter_QuantizedMatMul = 39, - OpParameter_QuantizedMaxPool = 40, - OpParameter_QuantizedRelu = 41, - OpParameter_QuantizedRelu6 = 42, - OpParameter_QuantizedReshape = 43, - OpParameter_QuantizedSoftmax = 44, - OpParameter_QuantizeMaxMin = 45, - OpParameter_QuantizeV2 = 46, - OpParameter_Range = 47, - OpParameter_Rank = 48, - OpParameter_ReduceJoin = 49, - OpParameter_ReductionParam = 50, - OpParameter_Relu = 51, - OpParameter_Relu6 = 52, - OpParameter_RequantizationRange = 53, - OpParameter_Requantize = 54, - OpParameter_Reshape = 55, - OpParameter_Resize = 56, - OpParameter_RoiParameters = 57, - OpParameter_Scale = 58, - OpParameter_Selu = 59, - OpParameter_Size = 60, - OpParameter_Slice = 61, - OpParameter_SliceTf = 62, - OpParameter_SpaceBatch = 63, - OpParameter_SqueezeParam = 64, - OpParameter_StridedSliceParam = 65, - OpParameter_TensorConvertInfo = 66, - OpParameter_TfQuantizedConv2D = 67, - OpParameter_TopKV2 = 68, - OpParameter_Transpose = 69, - OpParameter_UnaryOp = 70, - OpParameter_MomentsParam = 71, - OpParameter_RNNParam = 72, - OpParameter_BatchMatMulParam = 73, - OpParameter_QuantizedFloatParam = 74, - OpParameter_DepthSpaceParam = 75, - OpParameter_EltwiseInt8 = 76, - OpParameter_ReverseSequenceParam = 77, - OpParameter_Extra = 78, - OpParameter_Pool3D = 79, - OpParameter_Convolution3D = 80, - OpParameter_ELU = 81, - OpParameter_DetectionPostProcessParam = 82, - OpParameter_OneHotParam = 83, - OpParameter_PadParam = 84, - OpParameter_WhileParam = 85, - OpParameter_IfParam = 86, - OpParameter_RandomUniform = 87, - OpParameter_LayerNorm = 88, - OpParameter_TensorArray = 89, - OpParameter_LSTMBlockCell = 90, - OpParameter_GridSample = 91, - OpParameter_LoopParam = 92, - OpParameter_ImageProcessParam = 93, - OpParameter_CumSum = 94, - OpParameter_MIN = OpParameter_NONE, - OpParameter_MAX = OpParameter_CumSum -}; - -inline const OpParameter (&EnumValuesOpParameter())[95] { - static const OpParameter values[] = { - OpParameter_NONE, - OpParameter_QuantizedAdd, - OpParameter_ArgMax, - OpParameter_AsString, - OpParameter_Axis, - OpParameter_BatchNorm, - OpParameter_BinaryOp, - OpParameter_Blob, - OpParameter_CastParam, - OpParameter_Convolution2D, - OpParameter_Crop, - OpParameter_CropAndResize, - OpParameter_Dequantize, - OpParameter_DetectionOutput, - OpParameter_Eltwise, - OpParameter_ExpandDims, - OpParameter_Fill, - OpParameter_Flatten, - OpParameter_Gather, - OpParameter_GatherV2, - OpParameter_InnerProduct, - OpParameter_Input, - OpParameter_Interp, - OpParameter_LRN, - OpParameter_LSTM, - OpParameter_MatMul, - OpParameter_NonMaxSuppressionV2, - OpParameter_Normalize, - OpParameter_PackParam, - OpParameter_Permute, - OpParameter_Plugin, - OpParameter_Pool, - OpParameter_PRelu, - OpParameter_PriorBox, - OpParameter_Proposal, - OpParameter_QuantizedAvgPool, - OpParameter_QuantizedBiasAdd, - OpParameter_QuantizedConcat, - OpParameter_QuantizedLogistic, - OpParameter_QuantizedMatMul, - OpParameter_QuantizedMaxPool, - OpParameter_QuantizedRelu, - OpParameter_QuantizedRelu6, - OpParameter_QuantizedReshape, - OpParameter_QuantizedSoftmax, - OpParameter_QuantizeMaxMin, - OpParameter_QuantizeV2, - OpParameter_Range, - OpParameter_Rank, - OpParameter_ReduceJoin, - OpParameter_ReductionParam, - OpParameter_Relu, - OpParameter_Relu6, - OpParameter_RequantizationRange, - OpParameter_Requantize, - OpParameter_Reshape, - OpParameter_Resize, - OpParameter_RoiParameters, - OpParameter_Scale, - OpParameter_Selu, - OpParameter_Size, - OpParameter_Slice, - OpParameter_SliceTf, - OpParameter_SpaceBatch, - OpParameter_SqueezeParam, - OpParameter_StridedSliceParam, - OpParameter_TensorConvertInfo, - OpParameter_TfQuantizedConv2D, - OpParameter_TopKV2, - OpParameter_Transpose, - OpParameter_UnaryOp, - OpParameter_MomentsParam, - OpParameter_RNNParam, - OpParameter_BatchMatMulParam, - OpParameter_QuantizedFloatParam, - OpParameter_DepthSpaceParam, - OpParameter_EltwiseInt8, - OpParameter_ReverseSequenceParam, - OpParameter_Extra, - OpParameter_Pool3D, - OpParameter_Convolution3D, - OpParameter_ELU, - OpParameter_DetectionPostProcessParam, - OpParameter_OneHotParam, - OpParameter_PadParam, - OpParameter_WhileParam, - OpParameter_IfParam, - OpParameter_RandomUniform, - OpParameter_LayerNorm, - OpParameter_TensorArray, - OpParameter_LSTMBlockCell, - OpParameter_GridSample, - OpParameter_LoopParam, - OpParameter_ImageProcessParam, - OpParameter_CumSum - }; - return values; -} - -inline const char * const *EnumNamesOpParameter() { - static const char * const names[] = { - "NONE", - "QuantizedAdd", - "ArgMax", - "AsString", - "Axis", - "BatchNorm", - "BinaryOp", - "Blob", - "CastParam", - "Convolution2D", - "Crop", - "CropAndResize", - "Dequantize", - "DetectionOutput", - "Eltwise", - "ExpandDims", - "Fill", - "Flatten", - "Gather", - "GatherV2", - "InnerProduct", - "Input", - "Interp", - "LRN", - "LSTM", - "MatMul", - "NonMaxSuppressionV2", - "Normalize", - "PackParam", - "Permute", - "Plugin", - "Pool", - "PRelu", - "PriorBox", - "Proposal", - "QuantizedAvgPool", - "QuantizedBiasAdd", - "QuantizedConcat", - "QuantizedLogistic", - "QuantizedMatMul", - "QuantizedMaxPool", - "QuantizedRelu", - "QuantizedRelu6", - "QuantizedReshape", - "QuantizedSoftmax", - "QuantizeMaxMin", - "QuantizeV2", - "Range", - "Rank", - "ReduceJoin", - "ReductionParam", - "Relu", - "Relu6", - "RequantizationRange", - "Requantize", - "Reshape", - "Resize", - "RoiParameters", - "Scale", - "Selu", - "Size", - "Slice", - "SliceTf", - "SpaceBatch", - "SqueezeParam", - "StridedSliceParam", - "TensorConvertInfo", - "TfQuantizedConv2D", - "TopKV2", - "Transpose", - "UnaryOp", - "MomentsParam", - "RNNParam", - "BatchMatMulParam", - "QuantizedFloatParam", - "DepthSpaceParam", - "EltwiseInt8", - "ReverseSequenceParam", - "Extra", - "Pool3D", - "Convolution3D", - "ELU", - "DetectionPostProcessParam", - "OneHotParam", - "PadParam", - "WhileParam", - "IfParam", - "RandomUniform", - "LayerNorm", - "TensorArray", - "LSTMBlockCell", - "GridSample", - "LoopParam", - "ImageProcessParam", - "CumSum", - nullptr - }; - return names; -} - -inline const char *EnumNameOpParameter(OpParameter e) { - if (e < OpParameter_NONE || e > OpParameter_CumSum) return ""; - const size_t index = static_cast(e); - return EnumNamesOpParameter()[index]; -} - -template struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_NONE; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedAdd; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_ArgMax; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_AsString; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Axis; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_BatchNorm; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_BinaryOp; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Blob; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_CastParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Convolution2D; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Crop; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_CropAndResize; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Dequantize; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_DetectionOutput; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Eltwise; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_ExpandDims; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Fill; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Flatten; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Gather; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_GatherV2; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_InnerProduct; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Input; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Interp; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_LRN; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_LSTM; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_MatMul; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_NonMaxSuppressionV2; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Normalize; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_PackParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Permute; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Plugin; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Pool; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_PRelu; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_PriorBox; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Proposal; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedAvgPool; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedBiasAdd; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedConcat; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedLogistic; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedMatMul; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedMaxPool; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedRelu; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedRelu6; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedReshape; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedSoftmax; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizeMaxMin; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizeV2; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Range; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Rank; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_ReduceJoin; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_ReductionParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Relu; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Relu6; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_RequantizationRange; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Requantize; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Reshape; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Resize; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_RoiParameters; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Scale; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Selu; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Size; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Slice; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_SliceTf; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_SpaceBatch; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_SqueezeParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_StridedSliceParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_TensorConvertInfo; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_TfQuantizedConv2D; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_TopKV2; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Transpose; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_UnaryOp; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_MomentsParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_RNNParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_BatchMatMulParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_QuantizedFloatParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_DepthSpaceParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_EltwiseInt8; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_ReverseSequenceParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Extra; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Pool3D; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_Convolution3D; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_ELU; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_DetectionPostProcessParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_OneHotParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_PadParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_WhileParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_IfParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_RandomUniform; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_LayerNorm; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_TensorArray; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_LSTMBlockCell; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_GridSample; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_LoopParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_ImageProcessParam; -}; - -template<> struct OpParameterTraits { - static const OpParameter enum_value = OpParameter_CumSum; -}; - -struct OpParameterUnion { - OpParameter type; - void *value; - - OpParameterUnion() : type(OpParameter_NONE), value(nullptr) {} - OpParameterUnion(OpParameterUnion&& u) FLATBUFFERS_NOEXCEPT : - type(OpParameter_NONE), value(nullptr) - { std::swap(type, u.type); std::swap(value, u.value); } - OpParameterUnion(const OpParameterUnion &) FLATBUFFERS_NOEXCEPT; - OpParameterUnion &operator=(const OpParameterUnion &u) FLATBUFFERS_NOEXCEPT - { OpParameterUnion t(u); std::swap(type, t.type); std::swap(value, t.value); return *this; } - OpParameterUnion &operator=(OpParameterUnion &&u) FLATBUFFERS_NOEXCEPT - { std::swap(type, u.type); std::swap(value, u.value); return *this; } - ~OpParameterUnion() { Reset(); } - - void Reset(); - -#ifndef FLATBUFFERS_CPP98_STL - template - void Set(T&& val) { - Reset(); - type = OpParameterTraits::enum_value; - if (type != OpParameter_NONE) { - value = new T(std::forward(val)); - } - } -#endif // FLATBUFFERS_CPP98_STL - - static void *UnPack(const void *obj, OpParameter type, const flatbuffers::resolver_function_t *resolver); - flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const flatbuffers::rehasher_function_t *_rehasher = nullptr) const; - - QuantizedAddT *AsQuantizedAdd() { - return type == OpParameter_QuantizedAdd ? - reinterpret_cast(value) : nullptr; - } - const QuantizedAddT *AsQuantizedAdd() const { - return type == OpParameter_QuantizedAdd ? - reinterpret_cast(value) : nullptr; - } - ArgMaxT *AsArgMax() { - return type == OpParameter_ArgMax ? - reinterpret_cast(value) : nullptr; - } - const ArgMaxT *AsArgMax() const { - return type == OpParameter_ArgMax ? - reinterpret_cast(value) : nullptr; - } - AsStringT *AsAsString() { - return type == OpParameter_AsString ? - reinterpret_cast(value) : nullptr; - } - const AsStringT *AsAsString() const { - return type == OpParameter_AsString ? - reinterpret_cast(value) : nullptr; - } - AxisT *AsAxis() { - return type == OpParameter_Axis ? - reinterpret_cast(value) : nullptr; - } - const AxisT *AsAxis() const { - return type == OpParameter_Axis ? - reinterpret_cast(value) : nullptr; - } - BatchNormT *AsBatchNorm() { - return type == OpParameter_BatchNorm ? - reinterpret_cast(value) : nullptr; - } - const BatchNormT *AsBatchNorm() const { - return type == OpParameter_BatchNorm ? - reinterpret_cast(value) : nullptr; - } - BinaryOpT *AsBinaryOp() { - return type == OpParameter_BinaryOp ? - reinterpret_cast(value) : nullptr; - } - const BinaryOpT *AsBinaryOp() const { - return type == OpParameter_BinaryOp ? - reinterpret_cast(value) : nullptr; - } - BlobT *AsBlob() { - return type == OpParameter_Blob ? - reinterpret_cast(value) : nullptr; - } - const BlobT *AsBlob() const { - return type == OpParameter_Blob ? - reinterpret_cast(value) : nullptr; - } - CastParamT *AsCastParam() { - return type == OpParameter_CastParam ? - reinterpret_cast(value) : nullptr; - } - const CastParamT *AsCastParam() const { - return type == OpParameter_CastParam ? - reinterpret_cast(value) : nullptr; - } - Convolution2DT *AsConvolution2D() { - return type == OpParameter_Convolution2D ? - reinterpret_cast(value) : nullptr; - } - const Convolution2DT *AsConvolution2D() const { - return type == OpParameter_Convolution2D ? - reinterpret_cast(value) : nullptr; - } - CropT *AsCrop() { - return type == OpParameter_Crop ? - reinterpret_cast(value) : nullptr; - } - const CropT *AsCrop() const { - return type == OpParameter_Crop ? - reinterpret_cast(value) : nullptr; - } - CropAndResizeT *AsCropAndResize() { - return type == OpParameter_CropAndResize ? - reinterpret_cast(value) : nullptr; - } - const CropAndResizeT *AsCropAndResize() const { - return type == OpParameter_CropAndResize ? - reinterpret_cast(value) : nullptr; - } - DequantizeT *AsDequantize() { - return type == OpParameter_Dequantize ? - reinterpret_cast(value) : nullptr; - } - const DequantizeT *AsDequantize() const { - return type == OpParameter_Dequantize ? - reinterpret_cast(value) : nullptr; - } - DetectionOutputT *AsDetectionOutput() { - return type == OpParameter_DetectionOutput ? - reinterpret_cast(value) : nullptr; - } - const DetectionOutputT *AsDetectionOutput() const { - return type == OpParameter_DetectionOutput ? - reinterpret_cast(value) : nullptr; - } - EltwiseT *AsEltwise() { - return type == OpParameter_Eltwise ? - reinterpret_cast(value) : nullptr; - } - const EltwiseT *AsEltwise() const { - return type == OpParameter_Eltwise ? - reinterpret_cast(value) : nullptr; - } - ExpandDimsT *AsExpandDims() { - return type == OpParameter_ExpandDims ? - reinterpret_cast(value) : nullptr; - } - const ExpandDimsT *AsExpandDims() const { - return type == OpParameter_ExpandDims ? - reinterpret_cast(value) : nullptr; - } - FillT *AsFill() { - return type == OpParameter_Fill ? - reinterpret_cast(value) : nullptr; - } - const FillT *AsFill() const { - return type == OpParameter_Fill ? - reinterpret_cast(value) : nullptr; - } - FlattenT *AsFlatten() { - return type == OpParameter_Flatten ? - reinterpret_cast(value) : nullptr; - } - const FlattenT *AsFlatten() const { - return type == OpParameter_Flatten ? - reinterpret_cast(value) : nullptr; - } - GatherT *AsGather() { - return type == OpParameter_Gather ? - reinterpret_cast(value) : nullptr; - } - const GatherT *AsGather() const { - return type == OpParameter_Gather ? - reinterpret_cast(value) : nullptr; - } - GatherV2T *AsGatherV2() { - return type == OpParameter_GatherV2 ? - reinterpret_cast(value) : nullptr; - } - const GatherV2T *AsGatherV2() const { - return type == OpParameter_GatherV2 ? - reinterpret_cast(value) : nullptr; - } - InnerProductT *AsInnerProduct() { - return type == OpParameter_InnerProduct ? - reinterpret_cast(value) : nullptr; - } - const InnerProductT *AsInnerProduct() const { - return type == OpParameter_InnerProduct ? - reinterpret_cast(value) : nullptr; - } - InputT *AsInput() { - return type == OpParameter_Input ? - reinterpret_cast(value) : nullptr; - } - const InputT *AsInput() const { - return type == OpParameter_Input ? - reinterpret_cast(value) : nullptr; - } - InterpT *AsInterp() { - return type == OpParameter_Interp ? - reinterpret_cast(value) : nullptr; - } - const InterpT *AsInterp() const { - return type == OpParameter_Interp ? - reinterpret_cast(value) : nullptr; - } - LRNT *AsLRN() { - return type == OpParameter_LRN ? - reinterpret_cast(value) : nullptr; - } - const LRNT *AsLRN() const { - return type == OpParameter_LRN ? - reinterpret_cast(value) : nullptr; - } - LSTMT *AsLSTM() { - return type == OpParameter_LSTM ? - reinterpret_cast(value) : nullptr; - } - const LSTMT *AsLSTM() const { - return type == OpParameter_LSTM ? - reinterpret_cast(value) : nullptr; - } - MatMulT *AsMatMul() { - return type == OpParameter_MatMul ? - reinterpret_cast(value) : nullptr; - } - const MatMulT *AsMatMul() const { - return type == OpParameter_MatMul ? - reinterpret_cast(value) : nullptr; - } - NonMaxSuppressionV2T *AsNonMaxSuppressionV2() { - return type == OpParameter_NonMaxSuppressionV2 ? - reinterpret_cast(value) : nullptr; - } - const NonMaxSuppressionV2T *AsNonMaxSuppressionV2() const { - return type == OpParameter_NonMaxSuppressionV2 ? - reinterpret_cast(value) : nullptr; - } - NormalizeT *AsNormalize() { - return type == OpParameter_Normalize ? - reinterpret_cast(value) : nullptr; - } - const NormalizeT *AsNormalize() const { - return type == OpParameter_Normalize ? - reinterpret_cast(value) : nullptr; - } - PackParamT *AsPackParam() { - return type == OpParameter_PackParam ? - reinterpret_cast(value) : nullptr; - } - const PackParamT *AsPackParam() const { - return type == OpParameter_PackParam ? - reinterpret_cast(value) : nullptr; - } - PermuteT *AsPermute() { - return type == OpParameter_Permute ? - reinterpret_cast(value) : nullptr; - } - const PermuteT *AsPermute() const { - return type == OpParameter_Permute ? - reinterpret_cast(value) : nullptr; - } - PluginT *AsPlugin() { - return type == OpParameter_Plugin ? - reinterpret_cast(value) : nullptr; - } - const PluginT *AsPlugin() const { - return type == OpParameter_Plugin ? - reinterpret_cast(value) : nullptr; - } - PoolT *AsPool() { - return type == OpParameter_Pool ? - reinterpret_cast(value) : nullptr; - } - const PoolT *AsPool() const { - return type == OpParameter_Pool ? - reinterpret_cast(value) : nullptr; - } - PReluT *AsPRelu() { - return type == OpParameter_PRelu ? - reinterpret_cast(value) : nullptr; - } - const PReluT *AsPRelu() const { - return type == OpParameter_PRelu ? - reinterpret_cast(value) : nullptr; - } - PriorBoxT *AsPriorBox() { - return type == OpParameter_PriorBox ? - reinterpret_cast(value) : nullptr; - } - const PriorBoxT *AsPriorBox() const { - return type == OpParameter_PriorBox ? - reinterpret_cast(value) : nullptr; - } - ProposalT *AsProposal() { - return type == OpParameter_Proposal ? - reinterpret_cast(value) : nullptr; - } - const ProposalT *AsProposal() const { - return type == OpParameter_Proposal ? - reinterpret_cast(value) : nullptr; - } - QuantizedAvgPoolT *AsQuantizedAvgPool() { - return type == OpParameter_QuantizedAvgPool ? - reinterpret_cast(value) : nullptr; - } - const QuantizedAvgPoolT *AsQuantizedAvgPool() const { - return type == OpParameter_QuantizedAvgPool ? - reinterpret_cast(value) : nullptr; - } - QuantizedBiasAddT *AsQuantizedBiasAdd() { - return type == OpParameter_QuantizedBiasAdd ? - reinterpret_cast(value) : nullptr; - } - const QuantizedBiasAddT *AsQuantizedBiasAdd() const { - return type == OpParameter_QuantizedBiasAdd ? - reinterpret_cast(value) : nullptr; - } - QuantizedConcatT *AsQuantizedConcat() { - return type == OpParameter_QuantizedConcat ? - reinterpret_cast(value) : nullptr; - } - const QuantizedConcatT *AsQuantizedConcat() const { - return type == OpParameter_QuantizedConcat ? - reinterpret_cast(value) : nullptr; - } - QuantizedLogisticT *AsQuantizedLogistic() { - return type == OpParameter_QuantizedLogistic ? - reinterpret_cast(value) : nullptr; - } - const QuantizedLogisticT *AsQuantizedLogistic() const { - return type == OpParameter_QuantizedLogistic ? - reinterpret_cast(value) : nullptr; - } - QuantizedMatMulT *AsQuantizedMatMul() { - return type == OpParameter_QuantizedMatMul ? - reinterpret_cast(value) : nullptr; - } - const QuantizedMatMulT *AsQuantizedMatMul() const { - return type == OpParameter_QuantizedMatMul ? - reinterpret_cast(value) : nullptr; - } - QuantizedMaxPoolT *AsQuantizedMaxPool() { - return type == OpParameter_QuantizedMaxPool ? - reinterpret_cast(value) : nullptr; - } - const QuantizedMaxPoolT *AsQuantizedMaxPool() const { - return type == OpParameter_QuantizedMaxPool ? - reinterpret_cast(value) : nullptr; - } - QuantizedReluT *AsQuantizedRelu() { - return type == OpParameter_QuantizedRelu ? - reinterpret_cast(value) : nullptr; - } - const QuantizedReluT *AsQuantizedRelu() const { - return type == OpParameter_QuantizedRelu ? - reinterpret_cast(value) : nullptr; - } - QuantizedRelu6T *AsQuantizedRelu6() { - return type == OpParameter_QuantizedRelu6 ? - reinterpret_cast(value) : nullptr; - } - const QuantizedRelu6T *AsQuantizedRelu6() const { - return type == OpParameter_QuantizedRelu6 ? - reinterpret_cast(value) : nullptr; - } - QuantizedReshapeT *AsQuantizedReshape() { - return type == OpParameter_QuantizedReshape ? - reinterpret_cast(value) : nullptr; - } - const QuantizedReshapeT *AsQuantizedReshape() const { - return type == OpParameter_QuantizedReshape ? - reinterpret_cast(value) : nullptr; - } - QuantizedSoftmaxT *AsQuantizedSoftmax() { - return type == OpParameter_QuantizedSoftmax ? - reinterpret_cast(value) : nullptr; - } - const QuantizedSoftmaxT *AsQuantizedSoftmax() const { - return type == OpParameter_QuantizedSoftmax ? - reinterpret_cast(value) : nullptr; - } - QuantizeMaxMinT *AsQuantizeMaxMin() { - return type == OpParameter_QuantizeMaxMin ? - reinterpret_cast(value) : nullptr; - } - const QuantizeMaxMinT *AsQuantizeMaxMin() const { - return type == OpParameter_QuantizeMaxMin ? - reinterpret_cast(value) : nullptr; - } - QuantizeV2T *AsQuantizeV2() { - return type == OpParameter_QuantizeV2 ? - reinterpret_cast(value) : nullptr; - } - const QuantizeV2T *AsQuantizeV2() const { - return type == OpParameter_QuantizeV2 ? - reinterpret_cast(value) : nullptr; - } - RangeT *AsRange() { - return type == OpParameter_Range ? - reinterpret_cast(value) : nullptr; - } - const RangeT *AsRange() const { - return type == OpParameter_Range ? - reinterpret_cast(value) : nullptr; - } - RankT *AsRank() { - return type == OpParameter_Rank ? - reinterpret_cast(value) : nullptr; - } - const RankT *AsRank() const { - return type == OpParameter_Rank ? - reinterpret_cast(value) : nullptr; - } - ReduceJoinT *AsReduceJoin() { - return type == OpParameter_ReduceJoin ? - reinterpret_cast(value) : nullptr; - } - const ReduceJoinT *AsReduceJoin() const { - return type == OpParameter_ReduceJoin ? - reinterpret_cast(value) : nullptr; - } - ReductionParamT *AsReductionParam() { - return type == OpParameter_ReductionParam ? - reinterpret_cast(value) : nullptr; - } - const ReductionParamT *AsReductionParam() const { - return type == OpParameter_ReductionParam ? - reinterpret_cast(value) : nullptr; - } - ReluT *AsRelu() { - return type == OpParameter_Relu ? - reinterpret_cast(value) : nullptr; - } - const ReluT *AsRelu() const { - return type == OpParameter_Relu ? - reinterpret_cast(value) : nullptr; - } - Relu6T *AsRelu6() { - return type == OpParameter_Relu6 ? - reinterpret_cast(value) : nullptr; - } - const Relu6T *AsRelu6() const { - return type == OpParameter_Relu6 ? - reinterpret_cast(value) : nullptr; - } - RequantizationRangeT *AsRequantizationRange() { - return type == OpParameter_RequantizationRange ? - reinterpret_cast(value) : nullptr; - } - const RequantizationRangeT *AsRequantizationRange() const { - return type == OpParameter_RequantizationRange ? - reinterpret_cast(value) : nullptr; - } - RequantizeT *AsRequantize() { - return type == OpParameter_Requantize ? - reinterpret_cast(value) : nullptr; - } - const RequantizeT *AsRequantize() const { - return type == OpParameter_Requantize ? - reinterpret_cast(value) : nullptr; - } - ReshapeT *AsReshape() { - return type == OpParameter_Reshape ? - reinterpret_cast(value) : nullptr; - } - const ReshapeT *AsReshape() const { - return type == OpParameter_Reshape ? - reinterpret_cast(value) : nullptr; - } - ResizeT *AsResize() { - return type == OpParameter_Resize ? - reinterpret_cast(value) : nullptr; - } - const ResizeT *AsResize() const { - return type == OpParameter_Resize ? - reinterpret_cast(value) : nullptr; - } - RoiParametersT *AsRoiParameters() { - return type == OpParameter_RoiParameters ? - reinterpret_cast(value) : nullptr; - } - const RoiParametersT *AsRoiParameters() const { - return type == OpParameter_RoiParameters ? - reinterpret_cast(value) : nullptr; - } - ScaleT *AsScale() { - return type == OpParameter_Scale ? - reinterpret_cast(value) : nullptr; - } - const ScaleT *AsScale() const { - return type == OpParameter_Scale ? - reinterpret_cast(value) : nullptr; - } - SeluT *AsSelu() { - return type == OpParameter_Selu ? - reinterpret_cast(value) : nullptr; - } - const SeluT *AsSelu() const { - return type == OpParameter_Selu ? - reinterpret_cast(value) : nullptr; - } - SizeT *AsSize() { - return type == OpParameter_Size ? - reinterpret_cast(value) : nullptr; - } - const SizeT *AsSize() const { - return type == OpParameter_Size ? - reinterpret_cast(value) : nullptr; - } - SliceT *AsSlice() { - return type == OpParameter_Slice ? - reinterpret_cast(value) : nullptr; - } - const SliceT *AsSlice() const { - return type == OpParameter_Slice ? - reinterpret_cast(value) : nullptr; - } - SliceTfT *AsSliceTf() { - return type == OpParameter_SliceTf ? - reinterpret_cast(value) : nullptr; - } - const SliceTfT *AsSliceTf() const { - return type == OpParameter_SliceTf ? - reinterpret_cast(value) : nullptr; - } - SpaceBatchT *AsSpaceBatch() { - return type == OpParameter_SpaceBatch ? - reinterpret_cast(value) : nullptr; - } - const SpaceBatchT *AsSpaceBatch() const { - return type == OpParameter_SpaceBatch ? - reinterpret_cast(value) : nullptr; - } - SqueezeParamT *AsSqueezeParam() { - return type == OpParameter_SqueezeParam ? - reinterpret_cast(value) : nullptr; - } - const SqueezeParamT *AsSqueezeParam() const { - return type == OpParameter_SqueezeParam ? - reinterpret_cast(value) : nullptr; - } - StridedSliceParamT *AsStridedSliceParam() { - return type == OpParameter_StridedSliceParam ? - reinterpret_cast(value) : nullptr; - } - const StridedSliceParamT *AsStridedSliceParam() const { - return type == OpParameter_StridedSliceParam ? - reinterpret_cast(value) : nullptr; - } - TensorConvertInfoT *AsTensorConvertInfo() { - return type == OpParameter_TensorConvertInfo ? - reinterpret_cast(value) : nullptr; - } - const TensorConvertInfoT *AsTensorConvertInfo() const { - return type == OpParameter_TensorConvertInfo ? - reinterpret_cast(value) : nullptr; - } - TfQuantizedConv2DT *AsTfQuantizedConv2D() { - return type == OpParameter_TfQuantizedConv2D ? - reinterpret_cast(value) : nullptr; - } - const TfQuantizedConv2DT *AsTfQuantizedConv2D() const { - return type == OpParameter_TfQuantizedConv2D ? - reinterpret_cast(value) : nullptr; - } - TopKV2T *AsTopKV2() { - return type == OpParameter_TopKV2 ? - reinterpret_cast(value) : nullptr; - } - const TopKV2T *AsTopKV2() const { - return type == OpParameter_TopKV2 ? - reinterpret_cast(value) : nullptr; - } - TransposeT *AsTranspose() { - return type == OpParameter_Transpose ? - reinterpret_cast(value) : nullptr; - } - const TransposeT *AsTranspose() const { - return type == OpParameter_Transpose ? - reinterpret_cast(value) : nullptr; - } - UnaryOpT *AsUnaryOp() { - return type == OpParameter_UnaryOp ? - reinterpret_cast(value) : nullptr; - } - const UnaryOpT *AsUnaryOp() const { - return type == OpParameter_UnaryOp ? - reinterpret_cast(value) : nullptr; - } - MomentsParamT *AsMomentsParam() { - return type == OpParameter_MomentsParam ? - reinterpret_cast(value) : nullptr; - } - const MomentsParamT *AsMomentsParam() const { - return type == OpParameter_MomentsParam ? - reinterpret_cast(value) : nullptr; - } - RNNParamT *AsRNNParam() { - return type == OpParameter_RNNParam ? - reinterpret_cast(value) : nullptr; - } - const RNNParamT *AsRNNParam() const { - return type == OpParameter_RNNParam ? - reinterpret_cast(value) : nullptr; - } - BatchMatMulParamT *AsBatchMatMulParam() { - return type == OpParameter_BatchMatMulParam ? - reinterpret_cast(value) : nullptr; - } - const BatchMatMulParamT *AsBatchMatMulParam() const { - return type == OpParameter_BatchMatMulParam ? - reinterpret_cast(value) : nullptr; - } - QuantizedFloatParamT *AsQuantizedFloatParam() { - return type == OpParameter_QuantizedFloatParam ? - reinterpret_cast(value) : nullptr; - } - const QuantizedFloatParamT *AsQuantizedFloatParam() const { - return type == OpParameter_QuantizedFloatParam ? - reinterpret_cast(value) : nullptr; - } - DepthSpaceParamT *AsDepthSpaceParam() { - return type == OpParameter_DepthSpaceParam ? - reinterpret_cast(value) : nullptr; - } - const DepthSpaceParamT *AsDepthSpaceParam() const { - return type == OpParameter_DepthSpaceParam ? - reinterpret_cast(value) : nullptr; - } - EltwiseInt8T *AsEltwiseInt8() { - return type == OpParameter_EltwiseInt8 ? - reinterpret_cast(value) : nullptr; - } - const EltwiseInt8T *AsEltwiseInt8() const { - return type == OpParameter_EltwiseInt8 ? - reinterpret_cast(value) : nullptr; - } - ReverseSequenceParamT *AsReverseSequenceParam() { - return type == OpParameter_ReverseSequenceParam ? - reinterpret_cast(value) : nullptr; - } - const ReverseSequenceParamT *AsReverseSequenceParam() const { - return type == OpParameter_ReverseSequenceParam ? - reinterpret_cast(value) : nullptr; - } - ExtraT *AsExtra() { - return type == OpParameter_Extra ? - reinterpret_cast(value) : nullptr; - } - const ExtraT *AsExtra() const { - return type == OpParameter_Extra ? - reinterpret_cast(value) : nullptr; - } - Pool3DT *AsPool3D() { - return type == OpParameter_Pool3D ? - reinterpret_cast(value) : nullptr; - } - const Pool3DT *AsPool3D() const { - return type == OpParameter_Pool3D ? - reinterpret_cast(value) : nullptr; - } - Convolution3DT *AsConvolution3D() { - return type == OpParameter_Convolution3D ? - reinterpret_cast(value) : nullptr; - } - const Convolution3DT *AsConvolution3D() const { - return type == OpParameter_Convolution3D ? - reinterpret_cast(value) : nullptr; - } - ELUT *AsELU() { - return type == OpParameter_ELU ? - reinterpret_cast(value) : nullptr; - } - const ELUT *AsELU() const { - return type == OpParameter_ELU ? - reinterpret_cast(value) : nullptr; - } - DetectionPostProcessParamT *AsDetectionPostProcessParam() { - return type == OpParameter_DetectionPostProcessParam ? - reinterpret_cast(value) : nullptr; - } - const DetectionPostProcessParamT *AsDetectionPostProcessParam() const { - return type == OpParameter_DetectionPostProcessParam ? - reinterpret_cast(value) : nullptr; - } - OneHotParamT *AsOneHotParam() { - return type == OpParameter_OneHotParam ? - reinterpret_cast(value) : nullptr; - } - const OneHotParamT *AsOneHotParam() const { - return type == OpParameter_OneHotParam ? - reinterpret_cast(value) : nullptr; - } - PadParamT *AsPadParam() { - return type == OpParameter_PadParam ? - reinterpret_cast(value) : nullptr; - } - const PadParamT *AsPadParam() const { - return type == OpParameter_PadParam ? - reinterpret_cast(value) : nullptr; - } - WhileParamT *AsWhileParam() { - return type == OpParameter_WhileParam ? - reinterpret_cast(value) : nullptr; - } - const WhileParamT *AsWhileParam() const { - return type == OpParameter_WhileParam ? - reinterpret_cast(value) : nullptr; - } - IfParamT *AsIfParam() { - return type == OpParameter_IfParam ? - reinterpret_cast(value) : nullptr; - } - const IfParamT *AsIfParam() const { - return type == OpParameter_IfParam ? - reinterpret_cast(value) : nullptr; - } - RandomUniformT *AsRandomUniform() { - return type == OpParameter_RandomUniform ? - reinterpret_cast(value) : nullptr; - } - const RandomUniformT *AsRandomUniform() const { - return type == OpParameter_RandomUniform ? - reinterpret_cast(value) : nullptr; - } - LayerNormT *AsLayerNorm() { - return type == OpParameter_LayerNorm ? - reinterpret_cast(value) : nullptr; - } - const LayerNormT *AsLayerNorm() const { - return type == OpParameter_LayerNorm ? - reinterpret_cast(value) : nullptr; - } - TensorArrayT *AsTensorArray() { - return type == OpParameter_TensorArray ? - reinterpret_cast(value) : nullptr; - } - const TensorArrayT *AsTensorArray() const { - return type == OpParameter_TensorArray ? - reinterpret_cast(value) : nullptr; - } - LSTMBlockCellT *AsLSTMBlockCell() { - return type == OpParameter_LSTMBlockCell ? - reinterpret_cast(value) : nullptr; - } - const LSTMBlockCellT *AsLSTMBlockCell() const { - return type == OpParameter_LSTMBlockCell ? - reinterpret_cast(value) : nullptr; - } - GridSampleT *AsGridSample() { - return type == OpParameter_GridSample ? - reinterpret_cast(value) : nullptr; - } - const GridSampleT *AsGridSample() const { - return type == OpParameter_GridSample ? - reinterpret_cast(value) : nullptr; - } - LoopParamT *AsLoopParam() { - return type == OpParameter_LoopParam ? - reinterpret_cast(value) : nullptr; - } - const LoopParamT *AsLoopParam() const { - return type == OpParameter_LoopParam ? - reinterpret_cast(value) : nullptr; - } - ImageProcessParamT *AsImageProcessParam() { - return type == OpParameter_ImageProcessParam ? - reinterpret_cast(value) : nullptr; - } - const ImageProcessParamT *AsImageProcessParam() const { - return type == OpParameter_ImageProcessParam ? - reinterpret_cast(value) : nullptr; - } - CumSumT *AsCumSum() { - return type == OpParameter_CumSum ? - reinterpret_cast(value) : nullptr; - } - const CumSumT *AsCumSum() const { - return type == OpParameter_CumSum ? - reinterpret_cast(value) : nullptr; - } -}; - -bool VerifyOpParameter(flatbuffers::Verifier &verifier, const void *obj, OpParameter type); -bool VerifyOpParameterVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector> *values, const flatbuffers::Vector *types); - -enum ForwardType { - ForwardType_CPU = 0, - ForwardType_METAL = 1, - ForwardType_OPENCL = 2, - ForwardType_OPENGLES = 3, - ForwardType_VULKAN = 4, - ForwardType_MIN = ForwardType_CPU, - ForwardType_MAX = ForwardType_VULKAN -}; - -inline const ForwardType (&EnumValuesForwardType())[5] { - static const ForwardType values[] = { - ForwardType_CPU, - ForwardType_METAL, - ForwardType_OPENCL, - ForwardType_OPENGLES, - ForwardType_VULKAN - }; - return values; -} - -inline const char * const *EnumNamesForwardType() { - static const char * const names[] = { - "CPU", - "METAL", - "OPENCL", - "OPENGLES", - "VULKAN", - nullptr - }; - return names; -} - -inline const char *EnumNameForwardType(ForwardType e) { - if (e < ForwardType_CPU || e > ForwardType_VULKAN) return ""; - const size_t index = static_cast(e); - return EnumNamesForwardType()[index]; -} - -enum Usage { - Usage_INFERENCE = 0, - Usage_TRAIN = 1, - Usage_INFERENCE_STATIC = 2, - Usage_MIN = Usage_INFERENCE, - Usage_MAX = Usage_INFERENCE_STATIC -}; - -inline const Usage (&EnumValuesUsage())[3] { - static const Usage values[] = { - Usage_INFERENCE, - Usage_TRAIN, - Usage_INFERENCE_STATIC - }; - return values; -} - -inline const char * const *EnumNamesUsage() { - static const char * const names[] = { - "INFERENCE", - "TRAIN", - "INFERENCE_STATIC", - nullptr - }; - return names; -} - -inline const char *EnumNameUsage(Usage e) { - if (e < Usage_INFERENCE || e > Usage_INFERENCE_STATIC) return ""; - const size_t index = static_cast(e); - return EnumNamesUsage()[index]; -} - -struct PluginT : public flatbuffers::NativeTable { - typedef Plugin TableType; - std::string type; - std::vector> attr; - PluginT() { - } -}; - -struct Plugin FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PluginT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return PluginTypeTable(); - } - const flatbuffers::String *type() const { - return GetPointer(4); - } - const flatbuffers::Vector> *attr() const { - return GetPointer> *>(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(type()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(attr()) && - verifier.VerifyVectorOfTables(attr()) && - verifier.EndTable(); - } - PluginT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(PluginT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const PluginT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct PluginBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(flatbuffers::Offset type) { - fbb_.AddOffset(4, type); - } - void add_attr(flatbuffers::Offset>> attr) { - fbb_.AddOffset(6, attr); - } - explicit PluginBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - PluginBuilder &operator=(const PluginBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePlugin( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset type = 0, - flatbuffers::Offset>> attr = 0) { - PluginBuilder builder_(_fbb); - builder_.add_attr(attr); - builder_.add_type(type); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePlugin(flatbuffers::FlatBufferBuilder &_fbb, const PluginT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ExtraT : public flatbuffers::NativeTable { - typedef Extra TableType; - std::string type; - std::string engine; - std::vector info; - std::vector> attr; - bool vector; - ExtraT() - : vector(false) { - } -}; - -struct Extra FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ExtraT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ExtraTypeTable(); - } - const flatbuffers::String *type() const { - return GetPointer(4); - } - const flatbuffers::String *engine() const { - return GetPointer(6); - } - const flatbuffers::Vector *info() const { - return GetPointer *>(8); - } - const flatbuffers::Vector> *attr() const { - return GetPointer> *>(10); - } - bool vector() const { - return GetField(12, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(type()) && - VerifyOffset(verifier, 6) && - verifier.VerifyString(engine()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(info()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(attr()) && - verifier.VerifyVectorOfTables(attr()) && - VerifyField(verifier, 12) && - verifier.EndTable(); - } - ExtraT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ExtraT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ExtraT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ExtraBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(flatbuffers::Offset type) { - fbb_.AddOffset(4, type); - } - void add_engine(flatbuffers::Offset engine) { - fbb_.AddOffset(6, engine); - } - void add_info(flatbuffers::Offset> info) { - fbb_.AddOffset(8, info); - } - void add_attr(flatbuffers::Offset>> attr) { - fbb_.AddOffset(10, attr); - } - void add_vector(bool vector) { - fbb_.AddElement(12, static_cast(vector), 0); - } - explicit ExtraBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ExtraBuilder &operator=(const ExtraBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateExtra( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset type = 0, - flatbuffers::Offset engine = 0, - flatbuffers::Offset> info = 0, - flatbuffers::Offset>> attr = 0, - bool vector = false) { - ExtraBuilder builder_(_fbb); - builder_.add_attr(attr); - builder_.add_info(info); - builder_.add_engine(engine); - builder_.add_type(type); - builder_.add_vector(vector); - return builder_.Finish(); -} - -flatbuffers::Offset CreateExtra(flatbuffers::FlatBufferBuilder &_fbb, const ExtraT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct StringVecT : public flatbuffers::NativeTable { - typedef StringVec TableType; - std::vector data; - StringVecT() { - } -}; - -struct StringVec FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef StringVecT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return StringVecTypeTable(); - } - const flatbuffers::Vector> *data() const { - return GetPointer> *>(4); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(data()) && - verifier.VerifyVectorOfStrings(data()) && - verifier.EndTable(); - } - StringVecT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(StringVecT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const StringVecT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct StringVecBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_data(flatbuffers::Offset>> data) { - fbb_.AddOffset(4, data); - } - explicit StringVecBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - StringVecBuilder &operator=(const StringVecBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateStringVec( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset>> data = 0) { - StringVecBuilder builder_(_fbb); - builder_.add_data(data); - return builder_.Finish(); -} - -flatbuffers::Offset CreateStringVec(flatbuffers::FlatBufferBuilder &_fbb, const StringVecT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct WhileParamT : public flatbuffers::NativeTable { - typedef WhileParam TableType; - std::string cond_graph; - std::string body_graph; - std::vector> aliases_inputs; - std::vector aliases_outputs; - std::vector> aliases_updates; - WhileParamT() { - } -}; - -struct WhileParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef WhileParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return WhileParamTypeTable(); - } - const flatbuffers::String *cond_graph() const { - return GetPointer(4); - } - const flatbuffers::String *body_graph() const { - return GetPointer(6); - } - const flatbuffers::Vector> *aliases_inputs() const { - return GetPointer> *>(8); - } - const flatbuffers::Vector> *aliases_outputs() const { - return GetPointer> *>(10); - } - const flatbuffers::Vector> *aliases_updates() const { - return GetPointer> *>(12); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(cond_graph()) && - VerifyOffset(verifier, 6) && - verifier.VerifyString(body_graph()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(aliases_inputs()) && - verifier.VerifyVectorOfTables(aliases_inputs()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(aliases_outputs()) && - verifier.VerifyVectorOfStrings(aliases_outputs()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(aliases_updates()) && - verifier.VerifyVectorOfTables(aliases_updates()) && - verifier.EndTable(); - } - WhileParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(WhileParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const WhileParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct WhileParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_cond_graph(flatbuffers::Offset cond_graph) { - fbb_.AddOffset(4, cond_graph); - } - void add_body_graph(flatbuffers::Offset body_graph) { - fbb_.AddOffset(6, body_graph); - } - void add_aliases_inputs(flatbuffers::Offset>> aliases_inputs) { - fbb_.AddOffset(8, aliases_inputs); - } - void add_aliases_outputs(flatbuffers::Offset>> aliases_outputs) { - fbb_.AddOffset(10, aliases_outputs); - } - void add_aliases_updates(flatbuffers::Offset>> aliases_updates) { - fbb_.AddOffset(12, aliases_updates); - } - explicit WhileParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - WhileParamBuilder &operator=(const WhileParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateWhileParam( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset cond_graph = 0, - flatbuffers::Offset body_graph = 0, - flatbuffers::Offset>> aliases_inputs = 0, - flatbuffers::Offset>> aliases_outputs = 0, - flatbuffers::Offset>> aliases_updates = 0) { - WhileParamBuilder builder_(_fbb); - builder_.add_aliases_updates(aliases_updates); - builder_.add_aliases_outputs(aliases_outputs); - builder_.add_aliases_inputs(aliases_inputs); - builder_.add_body_graph(body_graph); - builder_.add_cond_graph(cond_graph); - return builder_.Finish(); -} - -flatbuffers::Offset CreateWhileParam(flatbuffers::FlatBufferBuilder &_fbb, const WhileParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct IfParamT : public flatbuffers::NativeTable { - typedef IfParam TableType; - std::string then_graph; - std::string else_graph; - std::vector> aliases_inputs; - std::vector> aliases_outputs; - IfParamT() { - } -}; - -struct IfParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef IfParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return IfParamTypeTable(); - } - const flatbuffers::String *then_graph() const { - return GetPointer(4); - } - const flatbuffers::String *else_graph() const { - return GetPointer(6); - } - const flatbuffers::Vector> *aliases_inputs() const { - return GetPointer> *>(8); - } - const flatbuffers::Vector> *aliases_outputs() const { - return GetPointer> *>(10); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(then_graph()) && - VerifyOffset(verifier, 6) && - verifier.VerifyString(else_graph()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(aliases_inputs()) && - verifier.VerifyVectorOfTables(aliases_inputs()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(aliases_outputs()) && - verifier.VerifyVectorOfTables(aliases_outputs()) && - verifier.EndTable(); - } - IfParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(IfParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const IfParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct IfParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_then_graph(flatbuffers::Offset then_graph) { - fbb_.AddOffset(4, then_graph); - } - void add_else_graph(flatbuffers::Offset else_graph) { - fbb_.AddOffset(6, else_graph); - } - void add_aliases_inputs(flatbuffers::Offset>> aliases_inputs) { - fbb_.AddOffset(8, aliases_inputs); - } - void add_aliases_outputs(flatbuffers::Offset>> aliases_outputs) { - fbb_.AddOffset(10, aliases_outputs); - } - explicit IfParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - IfParamBuilder &operator=(const IfParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateIfParam( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset then_graph = 0, - flatbuffers::Offset else_graph = 0, - flatbuffers::Offset>> aliases_inputs = 0, - flatbuffers::Offset>> aliases_outputs = 0) { - IfParamBuilder builder_(_fbb); - builder_.add_aliases_outputs(aliases_outputs); - builder_.add_aliases_inputs(aliases_inputs); - builder_.add_else_graph(else_graph); - builder_.add_then_graph(then_graph); - return builder_.Finish(); -} - -flatbuffers::Offset CreateIfParam(flatbuffers::FlatBufferBuilder &_fbb, const IfParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RegionCommandT : public flatbuffers::NativeTable { - typedef RegionCommand TableType; - std::unique_ptr op; - std::vector steps; - std::vector size; - std::vector indexes; - std::vector> view; - int32_t fuse; - std::vector iterIndexes; - RegionCommandT() - : fuse(-1) { - } -}; - -struct RegionCommand FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RegionCommandT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RegionCommandTypeTable(); - } - const Op *op() const { - return GetPointer(4); - } - const flatbuffers::Vector *steps() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *size() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *indexes() const { - return GetPointer *>(10); - } - const flatbuffers::Vector> *view() const { - return GetPointer> *>(12); - } - int32_t fuse() const { - return GetField(14, -1); - } - const flatbuffers::Vector *iterIndexes() const { - return GetPointer *>(16); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(op()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(steps()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(size()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(indexes()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(view()) && - verifier.VerifyVectorOfTables(view()) && - VerifyField(verifier, 14) && - VerifyOffset(verifier, 16) && - verifier.VerifyVector(iterIndexes()) && - verifier.EndTable(); - } - RegionCommandT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RegionCommandT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RegionCommandT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RegionCommandBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_op(flatbuffers::Offset op) { - fbb_.AddOffset(4, op); - } - void add_steps(flatbuffers::Offset> steps) { - fbb_.AddOffset(6, steps); - } - void add_size(flatbuffers::Offset> size) { - fbb_.AddOffset(8, size); - } - void add_indexes(flatbuffers::Offset> indexes) { - fbb_.AddOffset(10, indexes); - } - void add_view(flatbuffers::Offset>> view) { - fbb_.AddOffset(12, view); - } - void add_fuse(int32_t fuse) { - fbb_.AddElement(14, fuse, -1); - } - void add_iterIndexes(flatbuffers::Offset> iterIndexes) { - fbb_.AddOffset(16, iterIndexes); - } - explicit RegionCommandBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RegionCommandBuilder &operator=(const RegionCommandBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRegionCommand( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset op = 0, - flatbuffers::Offset> steps = 0, - flatbuffers::Offset> size = 0, - flatbuffers::Offset> indexes = 0, - flatbuffers::Offset>> view = 0, - int32_t fuse = -1, - flatbuffers::Offset> iterIndexes = 0) { - RegionCommandBuilder builder_(_fbb); - builder_.add_iterIndexes(iterIndexes); - builder_.add_fuse(fuse); - builder_.add_view(view); - builder_.add_indexes(indexes); - builder_.add_size(size); - builder_.add_steps(steps); - builder_.add_op(op); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRegionCommand(flatbuffers::FlatBufferBuilder &_fbb, const RegionCommandT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct LoopParamT : public flatbuffers::NativeTable { - typedef LoopParam TableType; - int32_t tensorNumber; - std::vector outputIndexes; - std::vector inputIndexes; - std::vector> extraTensorInfos; - bool parallel; - int32_t loopNumber; - std::vector> commands; - std::vector> initCommand; - LoopParamT() - : tensorNumber(0), - parallel(true), - loopNumber(0) { - } -}; - -struct LoopParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LoopParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return LoopParamTypeTable(); - } - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_TENSORNUMBER = 4, - VT_OUTPUTINDEXES = 6, - VT_INPUTINDEXES = 8, - VT_EXTRATENSORINFOS = 10, - VT_PARALLEL = 12, - VT_LOOPNUMBER = 14, - VT_COMMANDS = 16, - VT_INITCOMMAND = 18 - }; - int32_t tensorNumber() const { - return GetField(4, 0); - } - const flatbuffers::Vector *outputIndexes() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *inputIndexes() const { - return GetPointer *>(8); - } - const flatbuffers::Vector> *extraTensorInfos() const { - return GetPointer> *>(10); - } - bool parallel() const { - return GetField(12, 1) != 0; - } - int32_t loopNumber() const { - return GetField(14, 0); - } - const flatbuffers::Vector> *commands() const { - return GetPointer> *>(16); - } - const flatbuffers::Vector> *initCommand() const { - return GetPointer> *>(18); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(outputIndexes()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(inputIndexes()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(extraTensorInfos()) && - verifier.VerifyVectorOfTables(extraTensorInfos()) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyOffset(verifier, 16) && - verifier.VerifyVector(commands()) && - verifier.VerifyVectorOfTables(commands()) && - VerifyOffset(verifier, 18) && - verifier.VerifyVector(initCommand()) && - verifier.VerifyVectorOfTables(initCommand()) && - verifier.EndTable(); - } - LoopParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(LoopParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const LoopParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct LoopParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_tensorNumber(int32_t tensorNumber) { - fbb_.AddElement(4, tensorNumber, 0); - } - void add_outputIndexes(flatbuffers::Offset> outputIndexes) { - fbb_.AddOffset(6, outputIndexes); - } - void add_inputIndexes(flatbuffers::Offset> inputIndexes) { - fbb_.AddOffset(8, inputIndexes); - } - void add_extraTensorInfos(flatbuffers::Offset>> extraTensorInfos) { - fbb_.AddOffset(10, extraTensorInfos); - } - void add_parallel(bool parallel) { - fbb_.AddElement(12, static_cast(parallel), 1); - } - void add_loopNumber(int32_t loopNumber) { - fbb_.AddElement(14, loopNumber, 0); - } - void add_commands(flatbuffers::Offset>> commands) { - fbb_.AddOffset(16, commands); - } - void add_initCommand(flatbuffers::Offset>> initCommand) { - fbb_.AddOffset(18, initCommand); - } - explicit LoopParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - LoopParamBuilder &operator=(const LoopParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateLoopParam( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t tensorNumber = 0, - flatbuffers::Offset> outputIndexes = 0, - flatbuffers::Offset> inputIndexes = 0, - flatbuffers::Offset>> extraTensorInfos = 0, - bool parallel = true, - int32_t loopNumber = 0, - flatbuffers::Offset>> commands = 0, - flatbuffers::Offset>> initCommand = 0) { - LoopParamBuilder builder_(_fbb); - builder_.add_initCommand(initCommand); - builder_.add_commands(commands); - builder_.add_loopNumber(loopNumber); - builder_.add_extraTensorInfos(extraTensorInfos); - builder_.add_inputIndexes(inputIndexes); - builder_.add_outputIndexes(outputIndexes); - builder_.add_tensorNumber(tensorNumber); - builder_.add_parallel(parallel); - return builder_.Finish(); -} - -flatbuffers::Offset CreateLoopParam(flatbuffers::FlatBufferBuilder &_fbb, const LoopParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct OpT : public flatbuffers::NativeTable { - typedef Op TableType; - std::vector inputIndexes; - OpParameterUnion main; - std::string name; - std::vector outputIndexes; - OpType type; - MNN_DATA_FORMAT defaultDimentionFormat; - OpT() - : type(OpType_AbsVal), - defaultDimentionFormat(MNN_DATA_FORMAT_NHWC) { - } -}; - -struct Op FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef OpT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return OpTypeTable(); - } - const flatbuffers::Vector *inputIndexes() const { - return GetPointer *>(4); - } - OpParameter main_type() const { - return static_cast(GetField(6, 0)); - } - const void *main() const { - return GetPointer(8); - } - template const T *main_as() const; - const QuantizedAdd *main_as_QuantizedAdd() const { - return main_type() == OpParameter_QuantizedAdd ? static_cast(main()) : nullptr; - } - const ArgMax *main_as_ArgMax() const { - return main_type() == OpParameter_ArgMax ? static_cast(main()) : nullptr; - } - const AsString *main_as_AsString() const { - return main_type() == OpParameter_AsString ? static_cast(main()) : nullptr; - } - const Axis *main_as_Axis() const { - return main_type() == OpParameter_Axis ? static_cast(main()) : nullptr; - } - const BatchNorm *main_as_BatchNorm() const { - return main_type() == OpParameter_BatchNorm ? static_cast(main()) : nullptr; - } - const BinaryOp *main_as_BinaryOp() const { - return main_type() == OpParameter_BinaryOp ? static_cast(main()) : nullptr; - } - const Blob *main_as_Blob() const { - return main_type() == OpParameter_Blob ? static_cast(main()) : nullptr; - } - const CastParam *main_as_CastParam() const { - return main_type() == OpParameter_CastParam ? static_cast(main()) : nullptr; - } - const Convolution2D *main_as_Convolution2D() const { - return main_type() == OpParameter_Convolution2D ? static_cast(main()) : nullptr; - } - const Crop *main_as_Crop() const { - return main_type() == OpParameter_Crop ? static_cast(main()) : nullptr; - } - const CropAndResize *main_as_CropAndResize() const { - return main_type() == OpParameter_CropAndResize ? static_cast(main()) : nullptr; - } - const Dequantize *main_as_Dequantize() const { - return main_type() == OpParameter_Dequantize ? static_cast(main()) : nullptr; - } - const DetectionOutput *main_as_DetectionOutput() const { - return main_type() == OpParameter_DetectionOutput ? static_cast(main()) : nullptr; - } - const Eltwise *main_as_Eltwise() const { - return main_type() == OpParameter_Eltwise ? static_cast(main()) : nullptr; - } - const ExpandDims *main_as_ExpandDims() const { - return main_type() == OpParameter_ExpandDims ? static_cast(main()) : nullptr; - } - const Fill *main_as_Fill() const { - return main_type() == OpParameter_Fill ? static_cast(main()) : nullptr; - } - const Flatten *main_as_Flatten() const { - return main_type() == OpParameter_Flatten ? static_cast(main()) : nullptr; - } - const Gather *main_as_Gather() const { - return main_type() == OpParameter_Gather ? static_cast(main()) : nullptr; - } - const GatherV2 *main_as_GatherV2() const { - return main_type() == OpParameter_GatherV2 ? static_cast(main()) : nullptr; - } - const InnerProduct *main_as_InnerProduct() const { - return main_type() == OpParameter_InnerProduct ? static_cast(main()) : nullptr; - } - const Input *main_as_Input() const { - return main_type() == OpParameter_Input ? static_cast(main()) : nullptr; - } - const Interp *main_as_Interp() const { - return main_type() == OpParameter_Interp ? static_cast(main()) : nullptr; - } - const LRN *main_as_LRN() const { - return main_type() == OpParameter_LRN ? static_cast(main()) : nullptr; - } - const LSTM *main_as_LSTM() const { - return main_type() == OpParameter_LSTM ? static_cast(main()) : nullptr; - } - const MatMul *main_as_MatMul() const { - return main_type() == OpParameter_MatMul ? static_cast(main()) : nullptr; - } - const NonMaxSuppressionV2 *main_as_NonMaxSuppressionV2() const { - return main_type() == OpParameter_NonMaxSuppressionV2 ? static_cast(main()) : nullptr; - } - const Normalize *main_as_Normalize() const { - return main_type() == OpParameter_Normalize ? static_cast(main()) : nullptr; - } - const PackParam *main_as_PackParam() const { - return main_type() == OpParameter_PackParam ? static_cast(main()) : nullptr; - } - const Permute *main_as_Permute() const { - return main_type() == OpParameter_Permute ? static_cast(main()) : nullptr; - } - const Plugin *main_as_Plugin() const { - return main_type() == OpParameter_Plugin ? static_cast(main()) : nullptr; - } - const Pool *main_as_Pool() const { - return main_type() == OpParameter_Pool ? static_cast(main()) : nullptr; - } - const PRelu *main_as_PRelu() const { - return main_type() == OpParameter_PRelu ? static_cast(main()) : nullptr; - } - const PriorBox *main_as_PriorBox() const { - return main_type() == OpParameter_PriorBox ? static_cast(main()) : nullptr; - } - const Proposal *main_as_Proposal() const { - return main_type() == OpParameter_Proposal ? static_cast(main()) : nullptr; - } - const QuantizedAvgPool *main_as_QuantizedAvgPool() const { - return main_type() == OpParameter_QuantizedAvgPool ? static_cast(main()) : nullptr; - } - const QuantizedBiasAdd *main_as_QuantizedBiasAdd() const { - return main_type() == OpParameter_QuantizedBiasAdd ? static_cast(main()) : nullptr; - } - const QuantizedConcat *main_as_QuantizedConcat() const { - return main_type() == OpParameter_QuantizedConcat ? static_cast(main()) : nullptr; - } - const QuantizedLogistic *main_as_QuantizedLogistic() const { - return main_type() == OpParameter_QuantizedLogistic ? static_cast(main()) : nullptr; - } - const QuantizedMatMul *main_as_QuantizedMatMul() const { - return main_type() == OpParameter_QuantizedMatMul ? static_cast(main()) : nullptr; - } - const QuantizedMaxPool *main_as_QuantizedMaxPool() const { - return main_type() == OpParameter_QuantizedMaxPool ? static_cast(main()) : nullptr; - } - const QuantizedRelu *main_as_QuantizedRelu() const { - return main_type() == OpParameter_QuantizedRelu ? static_cast(main()) : nullptr; - } - const QuantizedRelu6 *main_as_QuantizedRelu6() const { - return main_type() == OpParameter_QuantizedRelu6 ? static_cast(main()) : nullptr; - } - const QuantizedReshape *main_as_QuantizedReshape() const { - return main_type() == OpParameter_QuantizedReshape ? static_cast(main()) : nullptr; - } - const QuantizedSoftmax *main_as_QuantizedSoftmax() const { - return main_type() == OpParameter_QuantizedSoftmax ? static_cast(main()) : nullptr; - } - const QuantizeMaxMin *main_as_QuantizeMaxMin() const { - return main_type() == OpParameter_QuantizeMaxMin ? static_cast(main()) : nullptr; - } - const QuantizeV2 *main_as_QuantizeV2() const { - return main_type() == OpParameter_QuantizeV2 ? static_cast(main()) : nullptr; - } - const Range *main_as_Range() const { - return main_type() == OpParameter_Range ? static_cast(main()) : nullptr; - } - const Rank *main_as_Rank() const { - return main_type() == OpParameter_Rank ? static_cast(main()) : nullptr; - } - const ReduceJoin *main_as_ReduceJoin() const { - return main_type() == OpParameter_ReduceJoin ? static_cast(main()) : nullptr; - } - const ReductionParam *main_as_ReductionParam() const { - return main_type() == OpParameter_ReductionParam ? static_cast(main()) : nullptr; - } - const Relu *main_as_Relu() const { - return main_type() == OpParameter_Relu ? static_cast(main()) : nullptr; - } - const Relu6 *main_as_Relu6() const { - return main_type() == OpParameter_Relu6 ? static_cast(main()) : nullptr; - } - const RequantizationRange *main_as_RequantizationRange() const { - return main_type() == OpParameter_RequantizationRange ? static_cast(main()) : nullptr; - } - const Requantize *main_as_Requantize() const { - return main_type() == OpParameter_Requantize ? static_cast(main()) : nullptr; - } - const Reshape *main_as_Reshape() const { - return main_type() == OpParameter_Reshape ? static_cast(main()) : nullptr; - } - const Resize *main_as_Resize() const { - return main_type() == OpParameter_Resize ? static_cast(main()) : nullptr; - } - const RoiParameters *main_as_RoiParameters() const { - return main_type() == OpParameter_RoiParameters ? static_cast(main()) : nullptr; - } - const Scale *main_as_Scale() const { - return main_type() == OpParameter_Scale ? static_cast(main()) : nullptr; - } - const Selu *main_as_Selu() const { - return main_type() == OpParameter_Selu ? static_cast(main()) : nullptr; - } - const Size *main_as_Size() const { - return main_type() == OpParameter_Size ? static_cast(main()) : nullptr; - } - const Slice *main_as_Slice() const { - return main_type() == OpParameter_Slice ? static_cast(main()) : nullptr; - } - const SliceTf *main_as_SliceTf() const { - return main_type() == OpParameter_SliceTf ? static_cast(main()) : nullptr; - } - const SpaceBatch *main_as_SpaceBatch() const { - return main_type() == OpParameter_SpaceBatch ? static_cast(main()) : nullptr; - } - const SqueezeParam *main_as_SqueezeParam() const { - return main_type() == OpParameter_SqueezeParam ? static_cast(main()) : nullptr; - } - const StridedSliceParam *main_as_StridedSliceParam() const { - return main_type() == OpParameter_StridedSliceParam ? static_cast(main()) : nullptr; - } - const TensorConvertInfo *main_as_TensorConvertInfo() const { - return main_type() == OpParameter_TensorConvertInfo ? static_cast(main()) : nullptr; - } - const TfQuantizedConv2D *main_as_TfQuantizedConv2D() const { - return main_type() == OpParameter_TfQuantizedConv2D ? static_cast(main()) : nullptr; - } - const TopKV2 *main_as_TopKV2() const { - return main_type() == OpParameter_TopKV2 ? static_cast(main()) : nullptr; - } - const Transpose *main_as_Transpose() const { - return main_type() == OpParameter_Transpose ? static_cast(main()) : nullptr; - } - const UnaryOp *main_as_UnaryOp() const { - return main_type() == OpParameter_UnaryOp ? static_cast(main()) : nullptr; - } - const MomentsParam *main_as_MomentsParam() const { - return main_type() == OpParameter_MomentsParam ? static_cast(main()) : nullptr; - } - const RNNParam *main_as_RNNParam() const { - return main_type() == OpParameter_RNNParam ? static_cast(main()) : nullptr; - } - const BatchMatMulParam *main_as_BatchMatMulParam() const { - return main_type() == OpParameter_BatchMatMulParam ? static_cast(main()) : nullptr; - } - const QuantizedFloatParam *main_as_QuantizedFloatParam() const { - return main_type() == OpParameter_QuantizedFloatParam ? static_cast(main()) : nullptr; - } - const DepthSpaceParam *main_as_DepthSpaceParam() const { - return main_type() == OpParameter_DepthSpaceParam ? static_cast(main()) : nullptr; - } - const EltwiseInt8 *main_as_EltwiseInt8() const { - return main_type() == OpParameter_EltwiseInt8 ? static_cast(main()) : nullptr; - } - const ReverseSequenceParam *main_as_ReverseSequenceParam() const { - return main_type() == OpParameter_ReverseSequenceParam ? static_cast(main()) : nullptr; - } - const Extra *main_as_Extra() const { - return main_type() == OpParameter_Extra ? static_cast(main()) : nullptr; - } - const Pool3D *main_as_Pool3D() const { - return main_type() == OpParameter_Pool3D ? static_cast(main()) : nullptr; - } - const Convolution3D *main_as_Convolution3D() const { - return main_type() == OpParameter_Convolution3D ? static_cast(main()) : nullptr; - } - const ELU *main_as_ELU() const { - return main_type() == OpParameter_ELU ? static_cast(main()) : nullptr; - } - const DetectionPostProcessParam *main_as_DetectionPostProcessParam() const { - return main_type() == OpParameter_DetectionPostProcessParam ? static_cast(main()) : nullptr; - } - const OneHotParam *main_as_OneHotParam() const { - return main_type() == OpParameter_OneHotParam ? static_cast(main()) : nullptr; - } - const PadParam *main_as_PadParam() const { - return main_type() == OpParameter_PadParam ? static_cast(main()) : nullptr; - } - const WhileParam *main_as_WhileParam() const { - return main_type() == OpParameter_WhileParam ? static_cast(main()) : nullptr; - } - const IfParam *main_as_IfParam() const { - return main_type() == OpParameter_IfParam ? static_cast(main()) : nullptr; - } - const RandomUniform *main_as_RandomUniform() const { - return main_type() == OpParameter_RandomUniform ? static_cast(main()) : nullptr; - } - const LayerNorm *main_as_LayerNorm() const { - return main_type() == OpParameter_LayerNorm ? static_cast(main()) : nullptr; - } - const TensorArray *main_as_TensorArray() const { - return main_type() == OpParameter_TensorArray ? static_cast(main()) : nullptr; - } - const LSTMBlockCell *main_as_LSTMBlockCell() const { - return main_type() == OpParameter_LSTMBlockCell ? static_cast(main()) : nullptr; - } - const GridSample *main_as_GridSample() const { - return main_type() == OpParameter_GridSample ? static_cast(main()) : nullptr; - } - const LoopParam *main_as_LoopParam() const { - return main_type() == OpParameter_LoopParam ? static_cast(main()) : nullptr; - } - const ImageProcessParam *main_as_ImageProcessParam() const { - return main_type() == OpParameter_ImageProcessParam ? static_cast(main()) : nullptr; - } - const CumSum *main_as_CumSum() const { - return main_type() == OpParameter_CumSum ? static_cast(main()) : nullptr; - } - const flatbuffers::String *name() const { - return GetPointer(10); - } - const flatbuffers::Vector *outputIndexes() const { - return GetPointer *>(12); - } - OpType type() const { - return static_cast(GetField(14, 0)); - } - MNN_DATA_FORMAT defaultDimentionFormat() const { - return static_cast(GetField(16, 1)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(inputIndexes()) && - VerifyField(verifier, 6) && - VerifyOffset(verifier, 8) && - VerifyOpParameter(verifier, main(), main_type()) && - VerifyOffset(verifier, 10) && - verifier.VerifyString(name()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(outputIndexes()) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - verifier.EndTable(); - } - OpT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(OpT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const OpT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -template<> inline const QuantizedAdd *Op::main_as() const { - return main_as_QuantizedAdd(); -} - -template<> inline const ArgMax *Op::main_as() const { - return main_as_ArgMax(); -} - -template<> inline const AsString *Op::main_as() const { - return main_as_AsString(); -} - -template<> inline const Axis *Op::main_as() const { - return main_as_Axis(); -} - -template<> inline const BatchNorm *Op::main_as() const { - return main_as_BatchNorm(); -} - -template<> inline const BinaryOp *Op::main_as() const { - return main_as_BinaryOp(); -} - -template<> inline const Blob *Op::main_as() const { - return main_as_Blob(); -} - -template<> inline const CastParam *Op::main_as() const { - return main_as_CastParam(); -} - -template<> inline const Convolution2D *Op::main_as() const { - return main_as_Convolution2D(); -} - -template<> inline const Crop *Op::main_as() const { - return main_as_Crop(); -} - -template<> inline const CropAndResize *Op::main_as() const { - return main_as_CropAndResize(); -} - -template<> inline const Dequantize *Op::main_as() const { - return main_as_Dequantize(); -} - -template<> inline const DetectionOutput *Op::main_as() const { - return main_as_DetectionOutput(); -} - -template<> inline const Eltwise *Op::main_as() const { - return main_as_Eltwise(); -} - -template<> inline const ExpandDims *Op::main_as() const { - return main_as_ExpandDims(); -} - -template<> inline const Fill *Op::main_as() const { - return main_as_Fill(); -} - -template<> inline const Flatten *Op::main_as() const { - return main_as_Flatten(); -} - -template<> inline const Gather *Op::main_as() const { - return main_as_Gather(); -} - -template<> inline const GatherV2 *Op::main_as() const { - return main_as_GatherV2(); -} - -template<> inline const InnerProduct *Op::main_as() const { - return main_as_InnerProduct(); -} - -template<> inline const Input *Op::main_as() const { - return main_as_Input(); -} - -template<> inline const Interp *Op::main_as() const { - return main_as_Interp(); -} - -template<> inline const LRN *Op::main_as() const { - return main_as_LRN(); -} - -template<> inline const LSTM *Op::main_as() const { - return main_as_LSTM(); -} - -template<> inline const MatMul *Op::main_as() const { - return main_as_MatMul(); -} - -template<> inline const NonMaxSuppressionV2 *Op::main_as() const { - return main_as_NonMaxSuppressionV2(); -} - -template<> inline const Normalize *Op::main_as() const { - return main_as_Normalize(); -} - -template<> inline const PackParam *Op::main_as() const { - return main_as_PackParam(); -} - -template<> inline const Permute *Op::main_as() const { - return main_as_Permute(); -} - -template<> inline const Plugin *Op::main_as() const { - return main_as_Plugin(); -} - -template<> inline const Pool *Op::main_as() const { - return main_as_Pool(); -} - -template<> inline const PRelu *Op::main_as() const { - return main_as_PRelu(); -} - -template<> inline const PriorBox *Op::main_as() const { - return main_as_PriorBox(); -} - -template<> inline const Proposal *Op::main_as() const { - return main_as_Proposal(); -} - -template<> inline const QuantizedAvgPool *Op::main_as() const { - return main_as_QuantizedAvgPool(); -} - -template<> inline const QuantizedBiasAdd *Op::main_as() const { - return main_as_QuantizedBiasAdd(); -} - -template<> inline const QuantizedConcat *Op::main_as() const { - return main_as_QuantizedConcat(); -} - -template<> inline const QuantizedLogistic *Op::main_as() const { - return main_as_QuantizedLogistic(); -} - -template<> inline const QuantizedMatMul *Op::main_as() const { - return main_as_QuantizedMatMul(); -} - -template<> inline const QuantizedMaxPool *Op::main_as() const { - return main_as_QuantizedMaxPool(); -} - -template<> inline const QuantizedRelu *Op::main_as() const { - return main_as_QuantizedRelu(); -} - -template<> inline const QuantizedRelu6 *Op::main_as() const { - return main_as_QuantizedRelu6(); -} - -template<> inline const QuantizedReshape *Op::main_as() const { - return main_as_QuantizedReshape(); -} - -template<> inline const QuantizedSoftmax *Op::main_as() const { - return main_as_QuantizedSoftmax(); -} - -template<> inline const QuantizeMaxMin *Op::main_as() const { - return main_as_QuantizeMaxMin(); -} - -template<> inline const QuantizeV2 *Op::main_as() const { - return main_as_QuantizeV2(); -} - -template<> inline const Range *Op::main_as() const { - return main_as_Range(); -} - -template<> inline const Rank *Op::main_as() const { - return main_as_Rank(); -} - -template<> inline const ReduceJoin *Op::main_as() const { - return main_as_ReduceJoin(); -} - -template<> inline const ReductionParam *Op::main_as() const { - return main_as_ReductionParam(); -} - -template<> inline const Relu *Op::main_as() const { - return main_as_Relu(); -} - -template<> inline const Relu6 *Op::main_as() const { - return main_as_Relu6(); -} - -template<> inline const RequantizationRange *Op::main_as() const { - return main_as_RequantizationRange(); -} - -template<> inline const Requantize *Op::main_as() const { - return main_as_Requantize(); -} - -template<> inline const Reshape *Op::main_as() const { - return main_as_Reshape(); -} - -template<> inline const Resize *Op::main_as() const { - return main_as_Resize(); -} - -template<> inline const RoiParameters *Op::main_as() const { - return main_as_RoiParameters(); -} - -template<> inline const Scale *Op::main_as() const { - return main_as_Scale(); -} - -template<> inline const Selu *Op::main_as() const { - return main_as_Selu(); -} - -template<> inline const Size *Op::main_as() const { - return main_as_Size(); -} - -template<> inline const Slice *Op::main_as() const { - return main_as_Slice(); -} - -template<> inline const SliceTf *Op::main_as() const { - return main_as_SliceTf(); -} - -template<> inline const SpaceBatch *Op::main_as() const { - return main_as_SpaceBatch(); -} - -template<> inline const SqueezeParam *Op::main_as() const { - return main_as_SqueezeParam(); -} - -template<> inline const StridedSliceParam *Op::main_as() const { - return main_as_StridedSliceParam(); -} - -template<> inline const TensorConvertInfo *Op::main_as() const { - return main_as_TensorConvertInfo(); -} - -template<> inline const TfQuantizedConv2D *Op::main_as() const { - return main_as_TfQuantizedConv2D(); -} - -template<> inline const TopKV2 *Op::main_as() const { - return main_as_TopKV2(); -} - -template<> inline const Transpose *Op::main_as() const { - return main_as_Transpose(); -} - -template<> inline const UnaryOp *Op::main_as() const { - return main_as_UnaryOp(); -} - -template<> inline const MomentsParam *Op::main_as() const { - return main_as_MomentsParam(); -} - -template<> inline const RNNParam *Op::main_as() const { - return main_as_RNNParam(); -} - -template<> inline const BatchMatMulParam *Op::main_as() const { - return main_as_BatchMatMulParam(); -} - -template<> inline const QuantizedFloatParam *Op::main_as() const { - return main_as_QuantizedFloatParam(); -} - -template<> inline const DepthSpaceParam *Op::main_as() const { - return main_as_DepthSpaceParam(); -} - -template<> inline const EltwiseInt8 *Op::main_as() const { - return main_as_EltwiseInt8(); -} - -template<> inline const ReverseSequenceParam *Op::main_as() const { - return main_as_ReverseSequenceParam(); -} - -template<> inline const Extra *Op::main_as() const { - return main_as_Extra(); -} - -template<> inline const Pool3D *Op::main_as() const { - return main_as_Pool3D(); -} - -template<> inline const Convolution3D *Op::main_as() const { - return main_as_Convolution3D(); -} - -template<> inline const ELU *Op::main_as() const { - return main_as_ELU(); -} - -template<> inline const DetectionPostProcessParam *Op::main_as() const { - return main_as_DetectionPostProcessParam(); -} - -template<> inline const OneHotParam *Op::main_as() const { - return main_as_OneHotParam(); -} - -template<> inline const PadParam *Op::main_as() const { - return main_as_PadParam(); -} - -template<> inline const WhileParam *Op::main_as() const { - return main_as_WhileParam(); -} - -template<> inline const IfParam *Op::main_as() const { - return main_as_IfParam(); -} - -template<> inline const RandomUniform *Op::main_as() const { - return main_as_RandomUniform(); -} - -template<> inline const LayerNorm *Op::main_as() const { - return main_as_LayerNorm(); -} - -template<> inline const TensorArray *Op::main_as() const { - return main_as_TensorArray(); -} - -template<> inline const LSTMBlockCell *Op::main_as() const { - return main_as_LSTMBlockCell(); -} - -template<> inline const GridSample *Op::main_as() const { - return main_as_GridSample(); -} - -template<> inline const LoopParam *Op::main_as() const { - return main_as_LoopParam(); -} - -template<> inline const ImageProcessParam *Op::main_as() const { - return main_as_ImageProcessParam(); -} - -template<> inline const CumSum *Op::main_as() const { - return main_as_CumSum(); -} - -struct OpBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_inputIndexes(flatbuffers::Offset> inputIndexes) { - fbb_.AddOffset(4, inputIndexes); - } - void add_main_type(OpParameter main_type) { - fbb_.AddElement(6, static_cast(main_type), 0); - } - void add_main(flatbuffers::Offset main) { - fbb_.AddOffset(8, main); - } - void add_name(flatbuffers::Offset name) { - fbb_.AddOffset(10, name); - } - void add_outputIndexes(flatbuffers::Offset> outputIndexes) { - fbb_.AddOffset(12, outputIndexes); - } - void add_type(OpType type) { - fbb_.AddElement(14, static_cast(type), 0); - } - void add_defaultDimentionFormat(MNN_DATA_FORMAT defaultDimentionFormat) { - fbb_.AddElement(16, static_cast(defaultDimentionFormat), 1); - } - explicit OpBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - OpBuilder &operator=(const OpBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateOp( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> inputIndexes = 0, - OpParameter main_type = OpParameter_NONE, - flatbuffers::Offset main = 0, - flatbuffers::Offset name = 0, - flatbuffers::Offset> outputIndexes = 0, - OpType type = OpType_AbsVal, - MNN_DATA_FORMAT defaultDimentionFormat = MNN_DATA_FORMAT_NHWC) { - OpBuilder builder_(_fbb); - builder_.add_type(type); - builder_.add_outputIndexes(outputIndexes); - builder_.add_name(name); - builder_.add_main(main); - builder_.add_inputIndexes(inputIndexes); - builder_.add_defaultDimentionFormat(defaultDimentionFormat); - builder_.add_main_type(main_type); - return builder_.Finish(); -} - -flatbuffers::Offset CreateOp(flatbuffers::FlatBufferBuilder &_fbb, const OpT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ViewT : public flatbuffers::NativeTable { - typedef View TableType; - int32_t offset; - std::vector stride; - ViewT() - : offset(0) { - } -}; - -struct View FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ViewT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ViewTypeTable(); - } - int32_t offset() const { - return GetField(4, 0); - } - const flatbuffers::Vector *stride() const { - return GetPointer *>(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(stride()) && - verifier.EndTable(); - } - ViewT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ViewT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ViewT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ViewBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_offset(int32_t offset) { - fbb_.AddElement(4, offset, 0); - } - void add_stride(flatbuffers::Offset> stride) { - fbb_.AddOffset(6, stride); - } - explicit ViewBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ViewBuilder &operator=(const ViewBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateView( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t offset = 0, - flatbuffers::Offset> stride = 0) { - ViewBuilder builder_(_fbb); - builder_.add_stride(stride); - builder_.add_offset(offset); - return builder_.Finish(); -} - -flatbuffers::Offset CreateView(flatbuffers::FlatBufferBuilder &_fbb, const ViewT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RegionT : public flatbuffers::NativeTable { - typedef Region TableType; - std::unique_ptr src; - std::unique_ptr dst; - std::vector size; - int32_t origin; - RegionT() - : origin(0) { - } -}; - -struct Region FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RegionT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RegionTypeTable(); - } - const View *src() const { - return GetPointer(4); - } - const View *dst() const { - return GetPointer(6); - } - const flatbuffers::Vector *size() const { - return GetPointer *>(8); - } - int32_t origin() const { - return GetField(10, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(src()) && - VerifyOffset(verifier, 6) && - verifier.VerifyTable(dst()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(size()) && - VerifyField(verifier, 10) && - verifier.EndTable(); - } - RegionT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RegionT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RegionT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RegionBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_src(flatbuffers::Offset src) { - fbb_.AddOffset(4, src); - } - void add_dst(flatbuffers::Offset dst) { - fbb_.AddOffset(6, dst); - } - void add_size(flatbuffers::Offset> size) { - fbb_.AddOffset(8, size); - } - void add_origin(int32_t origin) { - fbb_.AddElement(10, origin, 0); - } - explicit RegionBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RegionBuilder &operator=(const RegionBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRegion( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset src = 0, - flatbuffers::Offset dst = 0, - flatbuffers::Offset> size = 0, - int32_t origin = 0) { - RegionBuilder builder_(_fbb); - builder_.add_origin(origin); - builder_.add_size(size); - builder_.add_dst(dst); - builder_.add_src(src); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRegion(flatbuffers::FlatBufferBuilder &_fbb, const RegionT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct TensorDescribeT : public flatbuffers::NativeTable { - typedef TensorDescribe TableType; - std::unique_ptr blob; - int32_t index; - std::string name; - std::vector> regions; - std::unique_ptr quantInfo; - TensorDescribeT() - : index(0) { - } -}; - -struct TensorDescribe FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TensorDescribeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return TensorDescribeTypeTable(); - } - const Blob *blob() const { - return GetPointer(4); - } - int32_t index() const { - return GetField(6, 0); - } - const flatbuffers::String *name() const { - return GetPointer(8); - } - const flatbuffers::Vector> *regions() const { - return GetPointer> *>(10); - } - const TensorQuantInfo *quantInfo() const { - return GetPointer(12); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(blob()) && - VerifyField(verifier, 6) && - VerifyOffset(verifier, 8) && - verifier.VerifyString(name()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(regions()) && - verifier.VerifyVectorOfTables(regions()) && - VerifyOffset(verifier, 12) && - verifier.VerifyTable(quantInfo()) && - verifier.EndTable(); - } - TensorDescribeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(TensorDescribeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorDescribeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct TensorDescribeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_blob(flatbuffers::Offset blob) { - fbb_.AddOffset(4, blob); - } - void add_index(int32_t index) { - fbb_.AddElement(6, index, 0); - } - void add_name(flatbuffers::Offset name) { - fbb_.AddOffset(8, name); - } - void add_regions(flatbuffers::Offset>> regions) { - fbb_.AddOffset(10, regions); - } - void add_quantInfo(flatbuffers::Offset quantInfo) { - fbb_.AddOffset(12, quantInfo); - } - explicit TensorDescribeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - TensorDescribeBuilder &operator=(const TensorDescribeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateTensorDescribe( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset blob = 0, - int32_t index = 0, - flatbuffers::Offset name = 0, - flatbuffers::Offset>> regions = 0, - flatbuffers::Offset quantInfo = 0) { - TensorDescribeBuilder builder_(_fbb); - builder_.add_quantInfo(quantInfo); - builder_.add_regions(regions); - builder_.add_name(name); - builder_.add_index(index); - builder_.add_blob(blob); - return builder_.Finish(); -} - -flatbuffers::Offset CreateTensorDescribe(flatbuffers::FlatBufferBuilder &_fbb, const TensorDescribeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SubGraphProtoT : public flatbuffers::NativeTable { - typedef SubGraphProto TableType; - std::string name; - std::vector inputs; - std::vector outputs; - std::vector tensors; - std::vector> nodes; - std::vector> extraTensorDescribe; - SubGraphProtoT() { - } -}; - -struct SubGraphProto FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SubGraphProtoT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SubGraphProtoTypeTable(); - } - const flatbuffers::String *name() const { - return GetPointer(4); - } - const flatbuffers::Vector *inputs() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *outputs() const { - return GetPointer *>(8); - } - const flatbuffers::Vector> *tensors() const { - return GetPointer> *>(10); - } - const flatbuffers::Vector> *nodes() const { - return GetPointer> *>(12); - } - const flatbuffers::Vector> *extraTensorDescribe() const { - return GetPointer> *>(14); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(name()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(inputs()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(outputs()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(tensors()) && - verifier.VerifyVectorOfStrings(tensors()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(nodes()) && - verifier.VerifyVectorOfTables(nodes()) && - VerifyOffset(verifier, 14) && - verifier.VerifyVector(extraTensorDescribe()) && - verifier.VerifyVectorOfTables(extraTensorDescribe()) && - verifier.EndTable(); - } - SubGraphProtoT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SubGraphProtoT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SubGraphProtoT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SubGraphProtoBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_name(flatbuffers::Offset name) { - fbb_.AddOffset(4, name); - } - void add_inputs(flatbuffers::Offset> inputs) { - fbb_.AddOffset(6, inputs); - } - void add_outputs(flatbuffers::Offset> outputs) { - fbb_.AddOffset(8, outputs); - } - void add_tensors(flatbuffers::Offset>> tensors) { - fbb_.AddOffset(10, tensors); - } - void add_nodes(flatbuffers::Offset>> nodes) { - fbb_.AddOffset(12, nodes); - } - void add_extraTensorDescribe(flatbuffers::Offset>> extraTensorDescribe) { - fbb_.AddOffset(14, extraTensorDescribe); - } - explicit SubGraphProtoBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SubGraphProtoBuilder &operator=(const SubGraphProtoBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSubGraphProto( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset name = 0, - flatbuffers::Offset> inputs = 0, - flatbuffers::Offset> outputs = 0, - flatbuffers::Offset>> tensors = 0, - flatbuffers::Offset>> nodes = 0, - flatbuffers::Offset>> extraTensorDescribe = 0) { - SubGraphProtoBuilder builder_(_fbb); - builder_.add_extraTensorDescribe(extraTensorDescribe); - builder_.add_nodes(nodes); - builder_.add_tensors(tensors); - builder_.add_outputs(outputs); - builder_.add_inputs(inputs); - builder_.add_name(name); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSubGraphProto(flatbuffers::FlatBufferBuilder &_fbb, const SubGraphProtoT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct TensorQuantInfoT : public flatbuffers::NativeTable { - typedef TensorQuantInfo TableType; - float scale; - float zero; - float min; - float max; - DataType type; - TensorQuantInfoT() - : scale(0.0f), - zero(0.0f), - min(-128.0f), - max(127.0f), - type(DataType_DT_INVALID) { - } -}; - -struct TensorQuantInfo FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TensorQuantInfoT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return TensorQuantInfoTypeTable(); - } - float scale() const { - return GetField(4, 0.0f); - } - float zero() const { - return GetField(6, 0.0f); - } - float min() const { - return GetField(8, -128.0f); - } - float max() const { - return GetField(10, 127.0f); - } - DataType type() const { - return static_cast(GetField(12, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - verifier.EndTable(); - } - TensorQuantInfoT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(TensorQuantInfoT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorQuantInfoT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct TensorQuantInfoBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_scale(float scale) { - fbb_.AddElement(4, scale, 0.0f); - } - void add_zero(float zero) { - fbb_.AddElement(6, zero, 0.0f); - } - void add_min(float min) { - fbb_.AddElement(8, min, -128.0f); - } - void add_max(float max) { - fbb_.AddElement(10, max, 127.0f); - } - void add_type(DataType type) { - fbb_.AddElement(12, static_cast(type), 0); - } - explicit TensorQuantInfoBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - TensorQuantInfoBuilder &operator=(const TensorQuantInfoBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateTensorQuantInfo( - flatbuffers::FlatBufferBuilder &_fbb, - float scale = 0.0f, - float zero = 0.0f, - float min = -128.0f, - float max = 127.0f, - DataType type = DataType_DT_INVALID) { - TensorQuantInfoBuilder builder_(_fbb); - builder_.add_type(type); - builder_.add_max(max); - builder_.add_min(min); - builder_.add_zero(zero); - builder_.add_scale(scale); - return builder_.Finish(); -} - -flatbuffers::Offset CreateTensorQuantInfo(flatbuffers::FlatBufferBuilder &_fbb, const TensorQuantInfoT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct NetT : public flatbuffers::NativeTable { - typedef Net TableType; - std::string bizCode; - std::vector> extraTensorDescribe; - std::unique_ptr extraInfo; - std::vector> oplists; - std::vector outputName; - ForwardType preferForwardType; - NetSource sourceType; - std::vector tensorName; - int32_t tensorNumber; - Usage usage; - std::vector> subgraphs; - std::string mnn_uuid; - NetT() - : preferForwardType(ForwardType_CPU), - sourceType(NetSource_CAFFE), - tensorNumber(0), - usage(Usage_INFERENCE) { - } -}; - -struct Net FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NetT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return NetTypeTable(); - } - const flatbuffers::String *bizCode() const { - return GetPointer(4); - } - const flatbuffers::Vector> *extraTensorDescribe() const { - return GetPointer> *>(6); - } - const ExtraInfo *extraInfo() const { - return GetPointer(8); - } - const flatbuffers::Vector> *oplists() const { - return GetPointer> *>(10); - } - const flatbuffers::Vector> *outputName() const { - return GetPointer> *>(12); - } - ForwardType preferForwardType() const { - return static_cast(GetField(14, 0)); - } - NetSource sourceType() const { - return static_cast(GetField(16, 0)); - } - const flatbuffers::Vector> *tensorName() const { - return GetPointer> *>(18); - } - int32_t tensorNumber() const { - return GetField(20, 0); - } - Usage usage() const { - return static_cast(GetField(22, 0)); - } - const flatbuffers::Vector> *subgraphs() const { - return GetPointer> *>(24); - } - const flatbuffers::String *mnn_uuid() const { - return GetPointer(26); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(bizCode()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(extraTensorDescribe()) && - verifier.VerifyVectorOfTables(extraTensorDescribe()) && - VerifyOffset(verifier, 8) && - verifier.VerifyTable(extraInfo()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(oplists()) && - verifier.VerifyVectorOfTables(oplists()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(outputName()) && - verifier.VerifyVectorOfStrings(outputName()) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyOffset(verifier, 18) && - verifier.VerifyVector(tensorName()) && - verifier.VerifyVectorOfStrings(tensorName()) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyOffset(verifier, 24) && - verifier.VerifyVector(subgraphs()) && - verifier.VerifyVectorOfTables(subgraphs()) && - VerifyOffset(verifier, 26) && - verifier.VerifyString(mnn_uuid()) && - verifier.EndTable(); - } - NetT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(NetT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const NetT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct NetBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_bizCode(flatbuffers::Offset bizCode) { - fbb_.AddOffset(4, bizCode); - } - void add_extraTensorDescribe(flatbuffers::Offset>> extraTensorDescribe) { - fbb_.AddOffset(6, extraTensorDescribe); - } - void add_extraInfo(flatbuffers::Offset extraInfo) { - fbb_.AddOffset(8, extraInfo); - } - void add_oplists(flatbuffers::Offset>> oplists) { - fbb_.AddOffset(10, oplists); - } - void add_outputName(flatbuffers::Offset>> outputName) { - fbb_.AddOffset(12, outputName); - } - void add_preferForwardType(ForwardType preferForwardType) { - fbb_.AddElement(14, static_cast(preferForwardType), 0); - } - void add_sourceType(NetSource sourceType) { - fbb_.AddElement(16, static_cast(sourceType), 0); - } - void add_tensorName(flatbuffers::Offset>> tensorName) { - fbb_.AddOffset(18, tensorName); - } - void add_tensorNumber(int32_t tensorNumber) { - fbb_.AddElement(20, tensorNumber, 0); - } - void add_usage(Usage usage) { - fbb_.AddElement(22, static_cast(usage), 0); - } - void add_subgraphs(flatbuffers::Offset>> subgraphs) { - fbb_.AddOffset(24, subgraphs); - } - void add_mnn_uuid(flatbuffers::Offset mnn_uuid) { - fbb_.AddOffset(26, mnn_uuid); - } - explicit NetBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - NetBuilder &operator=(const NetBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateNet( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset bizCode = 0, - flatbuffers::Offset>> extraTensorDescribe = 0, - flatbuffers::Offset extraInfo = 0, - flatbuffers::Offset>> oplists = 0, - flatbuffers::Offset>> outputName = 0, - ForwardType preferForwardType = ForwardType_CPU, - NetSource sourceType = NetSource_CAFFE, - flatbuffers::Offset>> tensorName = 0, - int32_t tensorNumber = 0, - Usage usage = Usage_INFERENCE, - flatbuffers::Offset>> subgraphs = 0, - flatbuffers::Offset mnn_uuid = 0) { - NetBuilder builder_(_fbb); - builder_.add_mnn_uuid(mnn_uuid); - builder_.add_subgraphs(subgraphs); - builder_.add_tensorNumber(tensorNumber); - builder_.add_tensorName(tensorName); - builder_.add_outputName(outputName); - builder_.add_oplists(oplists); - builder_.add_extraInfo(extraInfo); - builder_.add_extraTensorDescribe(extraTensorDescribe); - builder_.add_bizCode(bizCode); - builder_.add_usage(usage); - builder_.add_sourceType(sourceType); - builder_.add_preferForwardType(preferForwardType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateNet(flatbuffers::FlatBufferBuilder &_fbb, const NetT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -inline PluginT *Plugin::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new PluginT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Plugin::UnPackTo(PluginT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = type(); if (_e) _o->type = _e->str(); }; - { auto _e = attr(); if (_e) { _o->attr.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->attr[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; -} - -inline flatbuffers::Offset Plugin::Pack(flatbuffers::FlatBufferBuilder &_fbb, const PluginT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePlugin(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePlugin(flatbuffers::FlatBufferBuilder &_fbb, const PluginT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const PluginT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _type = _o->type.empty() ? 0 : _fbb.CreateString(_o->type); - auto _attr = _o->attr.size() ? _fbb.CreateVector> (_o->attr.size(), [](size_t i, _VectorArgs *__va) { return CreateAttribute(*__va->__fbb, __va->__o->attr[i].get(), __va->__rehasher); }, &_va ) : 0; - return MNN::CreatePlugin( - _fbb, - _type, - _attr); -} - -inline ExtraT *Extra::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ExtraT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Extra::UnPackTo(ExtraT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = type(); if (_e) _o->type = _e->str(); }; - { auto _e = engine(); if (_e) _o->engine = _e->str(); }; - { auto _e = info(); if (_e) { _o->info.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->info[_i] = _e->Get(_i); } } }; - { auto _e = attr(); if (_e) { _o->attr.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->attr[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = vector(); _o->vector = _e; }; -} - -inline flatbuffers::Offset Extra::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ExtraT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateExtra(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateExtra(flatbuffers::FlatBufferBuilder &_fbb, const ExtraT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ExtraT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _type = _o->type.empty() ? 0 : _fbb.CreateString(_o->type); - auto _engine = _o->engine.empty() ? 0 : _fbb.CreateString(_o->engine); - auto _info = _o->info.size() ? _fbb.CreateVector(_o->info) : 0; - auto _attr = _o->attr.size() ? _fbb.CreateVector> (_o->attr.size(), [](size_t i, _VectorArgs *__va) { return CreateAttribute(*__va->__fbb, __va->__o->attr[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _vector = _o->vector; - return MNN::CreateExtra( - _fbb, - _type, - _engine, - _info, - _attr, - _vector); -} - -inline StringVecT *StringVec::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new StringVecT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void StringVec::UnPackTo(StringVecT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = data(); if (_e) { _o->data.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->data[_i] = _e->Get(_i)->str(); } } }; -} - -inline flatbuffers::Offset StringVec::Pack(flatbuffers::FlatBufferBuilder &_fbb, const StringVecT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateStringVec(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateStringVec(flatbuffers::FlatBufferBuilder &_fbb, const StringVecT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const StringVecT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _data = _o->data.size() ? _fbb.CreateVectorOfStrings(_o->data) : 0; - return MNN::CreateStringVec( - _fbb, - _data); -} - -inline WhileParamT *WhileParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new WhileParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void WhileParam::UnPackTo(WhileParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = cond_graph(); if (_e) _o->cond_graph = _e->str(); }; - { auto _e = body_graph(); if (_e) _o->body_graph = _e->str(); }; - { auto _e = aliases_inputs(); if (_e) { _o->aliases_inputs.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->aliases_inputs[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = aliases_outputs(); if (_e) { _o->aliases_outputs.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->aliases_outputs[_i] = _e->Get(_i)->str(); } } }; - { auto _e = aliases_updates(); if (_e) { _o->aliases_updates.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->aliases_updates[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; -} - -inline flatbuffers::Offset WhileParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const WhileParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateWhileParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateWhileParam(flatbuffers::FlatBufferBuilder &_fbb, const WhileParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const WhileParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _cond_graph = _o->cond_graph.empty() ? 0 : _fbb.CreateString(_o->cond_graph); - auto _body_graph = _o->body_graph.empty() ? 0 : _fbb.CreateString(_o->body_graph); - auto _aliases_inputs = _o->aliases_inputs.size() ? _fbb.CreateVector> (_o->aliases_inputs.size(), [](size_t i, _VectorArgs *__va) { return CreateStringVec(*__va->__fbb, __va->__o->aliases_inputs[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _aliases_outputs = _o->aliases_outputs.size() ? _fbb.CreateVectorOfStrings(_o->aliases_outputs) : 0; - auto _aliases_updates = _o->aliases_updates.size() ? _fbb.CreateVector> (_o->aliases_updates.size(), [](size_t i, _VectorArgs *__va) { return CreateStringVec(*__va->__fbb, __va->__o->aliases_updates[i].get(), __va->__rehasher); }, &_va ) : 0; - return MNN::CreateWhileParam( - _fbb, - _cond_graph, - _body_graph, - _aliases_inputs, - _aliases_outputs, - _aliases_updates); -} - -inline IfParamT *IfParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new IfParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void IfParam::UnPackTo(IfParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = then_graph(); if (_e) _o->then_graph = _e->str(); }; - { auto _e = else_graph(); if (_e) _o->else_graph = _e->str(); }; - { auto _e = aliases_inputs(); if (_e) { _o->aliases_inputs.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->aliases_inputs[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = aliases_outputs(); if (_e) { _o->aliases_outputs.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->aliases_outputs[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; -} - -inline flatbuffers::Offset IfParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const IfParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateIfParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateIfParam(flatbuffers::FlatBufferBuilder &_fbb, const IfParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const IfParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _then_graph = _o->then_graph.empty() ? 0 : _fbb.CreateString(_o->then_graph); - auto _else_graph = _o->else_graph.empty() ? 0 : _fbb.CreateString(_o->else_graph); - auto _aliases_inputs = _o->aliases_inputs.size() ? _fbb.CreateVector> (_o->aliases_inputs.size(), [](size_t i, _VectorArgs *__va) { return CreateStringVec(*__va->__fbb, __va->__o->aliases_inputs[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _aliases_outputs = _o->aliases_outputs.size() ? _fbb.CreateVector> (_o->aliases_outputs.size(), [](size_t i, _VectorArgs *__va) { return CreateStringVec(*__va->__fbb, __va->__o->aliases_outputs[i].get(), __va->__rehasher); }, &_va ) : 0; - return MNN::CreateIfParam( - _fbb, - _then_graph, - _else_graph, - _aliases_inputs, - _aliases_outputs); -} - -inline RegionCommandT *RegionCommand::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RegionCommandT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void RegionCommand::UnPackTo(RegionCommandT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = op(); if (_e) _o->op = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = steps(); if (_e) { _o->steps.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->steps[_i] = _e->Get(_i); } } }; - { auto _e = size(); if (_e) { _o->size.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->size[_i] = _e->Get(_i); } } }; - { auto _e = indexes(); if (_e) { _o->indexes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->indexes[_i] = _e->Get(_i); } } }; - { auto _e = view(); if (_e) { _o->view.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->view[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = fuse(); _o->fuse = _e; }; - { auto _e = iterIndexes(); if (_e) { _o->iterIndexes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->iterIndexes[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset RegionCommand::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RegionCommandT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRegionCommand(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRegionCommand(flatbuffers::FlatBufferBuilder &_fbb, const RegionCommandT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RegionCommandT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _op = _o->op ? CreateOp(_fbb, _o->op.get(), _rehasher) : 0; - auto _steps = _o->steps.size() ? _fbb.CreateVector(_o->steps) : 0; - auto _size = _o->size.size() ? _fbb.CreateVector(_o->size) : 0; - auto _indexes = _o->indexes.size() ? _fbb.CreateVector(_o->indexes) : 0; - auto _view = _o->view.size() ? _fbb.CreateVector> (_o->view.size(), [](size_t i, _VectorArgs *__va) { return CreateView(*__va->__fbb, __va->__o->view[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _fuse = _o->fuse; - auto _iterIndexes = _o->iterIndexes.size() ? _fbb.CreateVector(_o->iterIndexes) : 0; - return MNN::CreateRegionCommand( - _fbb, - _op, - _steps, - _size, - _indexes, - _view, - _fuse, - _iterIndexes); -} - -inline LoopParamT *LoopParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new LoopParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void LoopParam::UnPackTo(LoopParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = tensorNumber(); _o->tensorNumber = _e; }; - { auto _e = outputIndexes(); if (_e) { _o->outputIndexes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->outputIndexes[_i] = _e->Get(_i); } } }; - { auto _e = inputIndexes(); if (_e) { _o->inputIndexes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->inputIndexes[_i] = _e->Get(_i); } } }; - { auto _e = extraTensorInfos(); if (_e) { _o->extraTensorInfos.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->extraTensorInfos[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = parallel(); _o->parallel = _e; }; - { auto _e = loopNumber(); _o->loopNumber = _e; }; - { auto _e = commands(); if (_e) { _o->commands.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->commands[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = initCommand(); if (_e) { _o->initCommand.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->initCommand[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; -} - -inline flatbuffers::Offset LoopParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const LoopParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateLoopParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateLoopParam(flatbuffers::FlatBufferBuilder &_fbb, const LoopParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const LoopParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _tensorNumber = _o->tensorNumber; - auto _outputIndexes = _o->outputIndexes.size() ? _fbb.CreateVector(_o->outputIndexes) : 0; - auto _inputIndexes = _o->inputIndexes.size() ? _fbb.CreateVector(_o->inputIndexes) : 0; - auto _extraTensorInfos = _o->extraTensorInfos.size() ? _fbb.CreateVector> (_o->extraTensorInfos.size(), [](size_t i, _VectorArgs *__va) { return CreateTensorDescribe(*__va->__fbb, __va->__o->extraTensorInfos[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _parallel = _o->parallel; - auto _loopNumber = _o->loopNumber; - auto _commands = _o->commands.size() ? _fbb.CreateVector> (_o->commands.size(), [](size_t i, _VectorArgs *__va) { return CreateRegionCommand(*__va->__fbb, __va->__o->commands[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _initCommand = _o->initCommand.size() ? _fbb.CreateVector> (_o->initCommand.size(), [](size_t i, _VectorArgs *__va) { return CreateRegionCommand(*__va->__fbb, __va->__o->initCommand[i].get(), __va->__rehasher); }, &_va ) : 0; - return MNN::CreateLoopParam( - _fbb, - _tensorNumber, - _outputIndexes, - _inputIndexes, - _extraTensorInfos, - _parallel, - _loopNumber, - _commands, - _initCommand); -} - -inline OpT *Op::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new OpT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Op::UnPackTo(OpT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = inputIndexes(); if (_e) { _o->inputIndexes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->inputIndexes[_i] = _e->Get(_i); } } }; - { auto _e = main_type(); _o->main.type = _e; }; - { auto _e = main(); if (_e) _o->main.value = OpParameterUnion::UnPack(_e, main_type(), _resolver); }; - { auto _e = name(); if (_e) _o->name = _e->str(); }; - { auto _e = outputIndexes(); if (_e) { _o->outputIndexes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->outputIndexes[_i] = _e->Get(_i); } } }; - { auto _e = type(); _o->type = _e; }; - { auto _e = defaultDimentionFormat(); _o->defaultDimentionFormat = _e; }; -} - -inline flatbuffers::Offset Op::Pack(flatbuffers::FlatBufferBuilder &_fbb, const OpT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateOp(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateOp(flatbuffers::FlatBufferBuilder &_fbb, const OpT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const OpT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _inputIndexes = _o->inputIndexes.size() ? _fbb.CreateVector(_o->inputIndexes) : 0; - auto _main_type = _o->main.type; - auto _main = _o->main.Pack(_fbb); - auto _name = _o->name.empty() ? 0 : _fbb.CreateString(_o->name); - auto _outputIndexes = _o->outputIndexes.size() ? _fbb.CreateVector(_o->outputIndexes) : 0; - auto _type = _o->type; - auto _defaultDimentionFormat = _o->defaultDimentionFormat; - return MNN::CreateOp( - _fbb, - _inputIndexes, - _main_type, - _main, - _name, - _outputIndexes, - _type, - _defaultDimentionFormat); -} - -inline ViewT *View::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ViewT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void View::UnPackTo(ViewT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = offset(); _o->offset = _e; }; - { auto _e = stride(); if (_e) { _o->stride.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->stride[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset View::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ViewT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateView(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateView(flatbuffers::FlatBufferBuilder &_fbb, const ViewT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ViewT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _offset = _o->offset; - auto _stride = _o->stride.size() ? _fbb.CreateVector(_o->stride) : 0; - return MNN::CreateView( - _fbb, - _offset, - _stride); -} - -inline RegionT *Region::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RegionT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Region::UnPackTo(RegionT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = src(); if (_e) _o->src = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = dst(); if (_e) _o->dst = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = size(); if (_e) { _o->size.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->size[_i] = _e->Get(_i); } } }; - { auto _e = origin(); _o->origin = _e; }; -} - -inline flatbuffers::Offset Region::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RegionT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRegion(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRegion(flatbuffers::FlatBufferBuilder &_fbb, const RegionT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RegionT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _src = _o->src ? CreateView(_fbb, _o->src.get(), _rehasher) : 0; - auto _dst = _o->dst ? CreateView(_fbb, _o->dst.get(), _rehasher) : 0; - auto _size = _o->size.size() ? _fbb.CreateVector(_o->size) : 0; - auto _origin = _o->origin; - return MNN::CreateRegion( - _fbb, - _src, - _dst, - _size, - _origin); -} - -inline TensorDescribeT *TensorDescribe::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new TensorDescribeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void TensorDescribe::UnPackTo(TensorDescribeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = blob(); if (_e) _o->blob = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = index(); _o->index = _e; }; - { auto _e = name(); if (_e) _o->name = _e->str(); }; - { auto _e = regions(); if (_e) { _o->regions.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->regions[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = quantInfo(); if (_e) _o->quantInfo = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset TensorDescribe::Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorDescribeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateTensorDescribe(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateTensorDescribe(flatbuffers::FlatBufferBuilder &_fbb, const TensorDescribeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const TensorDescribeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _blob = _o->blob ? CreateBlob(_fbb, _o->blob.get(), _rehasher) : 0; - auto _index = _o->index; - auto _name = _o->name.empty() ? 0 : _fbb.CreateString(_o->name); - auto _regions = _o->regions.size() ? _fbb.CreateVector> (_o->regions.size(), [](size_t i, _VectorArgs *__va) { return CreateRegion(*__va->__fbb, __va->__o->regions[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _quantInfo = _o->quantInfo ? CreateTensorQuantInfo(_fbb, _o->quantInfo.get(), _rehasher) : 0; - return MNN::CreateTensorDescribe( - _fbb, - _blob, - _index, - _name, - _regions, - _quantInfo); -} - -inline SubGraphProtoT *SubGraphProto::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SubGraphProtoT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void SubGraphProto::UnPackTo(SubGraphProtoT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = name(); if (_e) _o->name = _e->str(); }; - { auto _e = inputs(); if (_e) { _o->inputs.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->inputs[_i] = _e->Get(_i); } } }; - { auto _e = outputs(); if (_e) { _o->outputs.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->outputs[_i] = _e->Get(_i); } } }; - { auto _e = tensors(); if (_e) { _o->tensors.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->tensors[_i] = _e->Get(_i)->str(); } } }; - { auto _e = nodes(); if (_e) { _o->nodes.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->nodes[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = extraTensorDescribe(); if (_e) { _o->extraTensorDescribe.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->extraTensorDescribe[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; -} - -inline flatbuffers::Offset SubGraphProto::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SubGraphProtoT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSubGraphProto(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSubGraphProto(flatbuffers::FlatBufferBuilder &_fbb, const SubGraphProtoT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SubGraphProtoT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _name = _o->name.empty() ? 0 : _fbb.CreateString(_o->name); - auto _inputs = _o->inputs.size() ? _fbb.CreateVector(_o->inputs) : 0; - auto _outputs = _o->outputs.size() ? _fbb.CreateVector(_o->outputs) : 0; - auto _tensors = _o->tensors.size() ? _fbb.CreateVectorOfStrings(_o->tensors) : 0; - auto _nodes = _o->nodes.size() ? _fbb.CreateVector> (_o->nodes.size(), [](size_t i, _VectorArgs *__va) { return CreateOp(*__va->__fbb, __va->__o->nodes[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _extraTensorDescribe = _o->extraTensorDescribe.size() ? _fbb.CreateVector> (_o->extraTensorDescribe.size(), [](size_t i, _VectorArgs *__va) { return CreateTensorDescribe(*__va->__fbb, __va->__o->extraTensorDescribe[i].get(), __va->__rehasher); }, &_va ) : 0; - return MNN::CreateSubGraphProto( - _fbb, - _name, - _inputs, - _outputs, - _tensors, - _nodes, - _extraTensorDescribe); -} - -inline TensorQuantInfoT *TensorQuantInfo::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new TensorQuantInfoT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void TensorQuantInfo::UnPackTo(TensorQuantInfoT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = scale(); _o->scale = _e; }; - { auto _e = zero(); _o->zero = _e; }; - { auto _e = min(); _o->min = _e; }; - { auto _e = max(); _o->max = _e; }; - { auto _e = type(); _o->type = _e; }; -} - -inline flatbuffers::Offset TensorQuantInfo::Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorQuantInfoT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateTensorQuantInfo(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateTensorQuantInfo(flatbuffers::FlatBufferBuilder &_fbb, const TensorQuantInfoT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const TensorQuantInfoT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _scale = _o->scale; - auto _zero = _o->zero; - auto _min = _o->min; - auto _max = _o->max; - auto _type = _o->type; - return MNN::CreateTensorQuantInfo( - _fbb, - _scale, - _zero, - _min, - _max, - _type); -} - -inline NetT *Net::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new NetT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Net::UnPackTo(NetT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = bizCode(); if (_e) _o->bizCode = _e->str(); }; - { auto _e = extraTensorDescribe(); if (_e) { _o->extraTensorDescribe.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->extraTensorDescribe[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = extraInfo(); if (_e) _o->extraInfo = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = oplists(); if (_e) { _o->oplists.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->oplists[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = outputName(); if (_e) { _o->outputName.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->outputName[_i] = _e->Get(_i)->str(); } } }; - { auto _e = preferForwardType(); _o->preferForwardType = _e; }; - { auto _e = sourceType(); _o->sourceType = _e; }; - { auto _e = tensorName(); if (_e) { _o->tensorName.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->tensorName[_i] = _e->Get(_i)->str(); } } }; - { auto _e = tensorNumber(); _o->tensorNumber = _e; }; - { auto _e = usage(); _o->usage = _e; }; - { auto _e = subgraphs(); if (_e) { _o->subgraphs.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->subgraphs[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; - { auto _e = mnn_uuid(); if (_e) _o->mnn_uuid = _e->str(); }; -} - -inline flatbuffers::Offset Net::Pack(flatbuffers::FlatBufferBuilder &_fbb, const NetT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateNet(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateNet(flatbuffers::FlatBufferBuilder &_fbb, const NetT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const NetT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _bizCode = _o->bizCode.empty() ? 0 : _fbb.CreateString(_o->bizCode); - auto _extraTensorDescribe = _o->extraTensorDescribe.size() ? _fbb.CreateVector> (_o->extraTensorDescribe.size(), [](size_t i, _VectorArgs *__va) { return CreateTensorDescribe(*__va->__fbb, __va->__o->extraTensorDescribe[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _extraInfo = _o->extraInfo ? CreateExtraInfo(_fbb, _o->extraInfo.get(), _rehasher) : 0; - auto _oplists = _o->oplists.size() ? _fbb.CreateVector> (_o->oplists.size(), [](size_t i, _VectorArgs *__va) { return CreateOp(*__va->__fbb, __va->__o->oplists[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _outputName = _o->outputName.size() ? _fbb.CreateVectorOfStrings(_o->outputName) : 0; - auto _preferForwardType = _o->preferForwardType; - auto _sourceType = _o->sourceType; - auto _tensorName = _o->tensorName.size() ? _fbb.CreateVectorOfStrings(_o->tensorName) : 0; - auto _tensorNumber = _o->tensorNumber; - auto _usage = _o->usage; - auto _subgraphs = _o->subgraphs.size() ? _fbb.CreateVector> (_o->subgraphs.size(), [](size_t i, _VectorArgs *__va) { return CreateSubGraphProto(*__va->__fbb, __va->__o->subgraphs[i].get(), __va->__rehasher); }, &_va ) : 0; - auto _mnn_uuid = _o->mnn_uuid.empty() ? 0 : _fbb.CreateString(_o->mnn_uuid); - return MNN::CreateNet( - _fbb, - _bizCode, - _extraTensorDescribe, - _extraInfo, - _oplists, - _outputName, - _preferForwardType, - _sourceType, - _tensorName, - _tensorNumber, - _usage, - _subgraphs, - _mnn_uuid); -} - -inline bool VerifyOpParameter(flatbuffers::Verifier &verifier, const void *obj, OpParameter type) { - switch (type) { - case OpParameter_NONE: { - return true; - } - case OpParameter_QuantizedAdd: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_ArgMax: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_AsString: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Axis: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_BatchNorm: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_BinaryOp: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Blob: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_CastParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Convolution2D: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Crop: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_CropAndResize: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Dequantize: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_DetectionOutput: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Eltwise: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_ExpandDims: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Fill: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Flatten: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Gather: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_GatherV2: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_InnerProduct: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Input: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Interp: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_LRN: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_LSTM: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_MatMul: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_NonMaxSuppressionV2: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Normalize: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_PackParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Permute: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Plugin: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Pool: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_PRelu: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_PriorBox: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Proposal: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedAvgPool: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedBiasAdd: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedConcat: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedLogistic: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedMatMul: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedMaxPool: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedRelu: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedRelu6: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedReshape: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedSoftmax: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizeMaxMin: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizeV2: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Range: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Rank: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_ReduceJoin: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_ReductionParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Relu: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Relu6: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_RequantizationRange: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Requantize: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Reshape: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Resize: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_RoiParameters: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Scale: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Selu: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Size: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Slice: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_SliceTf: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_SpaceBatch: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_SqueezeParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_StridedSliceParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_TensorConvertInfo: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_TfQuantizedConv2D: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_TopKV2: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Transpose: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_UnaryOp: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_MomentsParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_RNNParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_BatchMatMulParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_QuantizedFloatParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_DepthSpaceParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_EltwiseInt8: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_ReverseSequenceParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Extra: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Pool3D: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_Convolution3D: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_ELU: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_DetectionPostProcessParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_OneHotParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_PadParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_WhileParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_IfParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_RandomUniform: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_LayerNorm: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_TensorArray: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_LSTMBlockCell: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_GridSample: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_LoopParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_ImageProcessParam: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - case OpParameter_CumSum: { - auto ptr = reinterpret_cast(obj); - return verifier.VerifyTable(ptr); - } - default: return false; - } -} - -inline bool VerifyOpParameterVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector> *values, const flatbuffers::Vector *types) { - if (!values || !types) return !values && !types; - if (values->size() != types->size()) return false; - for (flatbuffers::uoffset_t i = 0; i < values->size(); ++i) { - if (!VerifyOpParameter( - verifier, values->Get(i), types->GetEnum(i))) { - return false; - } - } - return true; -} - -inline void *OpParameterUnion::UnPack(const void *obj, OpParameter type, const flatbuffers::resolver_function_t *resolver) { - switch (type) { - case OpParameter_QuantizedAdd: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_ArgMax: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_AsString: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Axis: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_BatchNorm: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_BinaryOp: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Blob: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_CastParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Convolution2D: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Crop: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_CropAndResize: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Dequantize: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_DetectionOutput: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Eltwise: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_ExpandDims: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Fill: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Flatten: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Gather: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_GatherV2: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_InnerProduct: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Input: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Interp: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_LRN: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_LSTM: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_MatMul: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_NonMaxSuppressionV2: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Normalize: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_PackParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Permute: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Plugin: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Pool: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_PRelu: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_PriorBox: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Proposal: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedAvgPool: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedBiasAdd: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedConcat: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedLogistic: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedMatMul: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedMaxPool: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedRelu: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedRelu6: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedReshape: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedSoftmax: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizeMaxMin: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizeV2: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Range: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Rank: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_ReduceJoin: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_ReductionParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Relu: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Relu6: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_RequantizationRange: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Requantize: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Reshape: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Resize: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_RoiParameters: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Scale: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Selu: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Size: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Slice: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_SliceTf: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_SpaceBatch: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_SqueezeParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_StridedSliceParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_TensorConvertInfo: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_TfQuantizedConv2D: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_TopKV2: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Transpose: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_UnaryOp: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_MomentsParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_RNNParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_BatchMatMulParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_QuantizedFloatParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_DepthSpaceParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_EltwiseInt8: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_ReverseSequenceParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Extra: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Pool3D: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_Convolution3D: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_ELU: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_DetectionPostProcessParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_OneHotParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_PadParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_WhileParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_IfParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_RandomUniform: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_LayerNorm: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_TensorArray: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_LSTMBlockCell: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_GridSample: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_LoopParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_ImageProcessParam: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - case OpParameter_CumSum: { - auto ptr = reinterpret_cast(obj); - return ptr->UnPack(resolver); - } - default: return nullptr; - } -} - -inline flatbuffers::Offset OpParameterUnion::Pack(flatbuffers::FlatBufferBuilder &_fbb, const flatbuffers::rehasher_function_t *_rehasher) const { - switch (type) { - case OpParameter_QuantizedAdd: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedAdd(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_ArgMax: { - auto ptr = reinterpret_cast(value); - return CreateArgMax(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_AsString: { - auto ptr = reinterpret_cast(value); - return CreateAsString(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Axis: { - auto ptr = reinterpret_cast(value); - return CreateAxis(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_BatchNorm: { - auto ptr = reinterpret_cast(value); - return CreateBatchNorm(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_BinaryOp: { - auto ptr = reinterpret_cast(value); - return CreateBinaryOp(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Blob: { - auto ptr = reinterpret_cast(value); - return CreateBlob(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_CastParam: { - auto ptr = reinterpret_cast(value); - return CreateCastParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Convolution2D: { - auto ptr = reinterpret_cast(value); - return CreateConvolution2D(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Crop: { - auto ptr = reinterpret_cast(value); - return CreateCrop(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_CropAndResize: { - auto ptr = reinterpret_cast(value); - return CreateCropAndResize(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Dequantize: { - auto ptr = reinterpret_cast(value); - return CreateDequantize(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_DetectionOutput: { - auto ptr = reinterpret_cast(value); - return CreateDetectionOutput(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Eltwise: { - auto ptr = reinterpret_cast(value); - return CreateEltwise(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_ExpandDims: { - auto ptr = reinterpret_cast(value); - return CreateExpandDims(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Fill: { - auto ptr = reinterpret_cast(value); - return CreateFill(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Flatten: { - auto ptr = reinterpret_cast(value); - return CreateFlatten(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Gather: { - auto ptr = reinterpret_cast(value); - return CreateGather(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_GatherV2: { - auto ptr = reinterpret_cast(value); - return CreateGatherV2(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_InnerProduct: { - auto ptr = reinterpret_cast(value); - return CreateInnerProduct(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Input: { - auto ptr = reinterpret_cast(value); - return CreateInput(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Interp: { - auto ptr = reinterpret_cast(value); - return CreateInterp(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_LRN: { - auto ptr = reinterpret_cast(value); - return CreateLRN(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_LSTM: { - auto ptr = reinterpret_cast(value); - return CreateLSTM(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_MatMul: { - auto ptr = reinterpret_cast(value); - return CreateMatMul(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_NonMaxSuppressionV2: { - auto ptr = reinterpret_cast(value); - return CreateNonMaxSuppressionV2(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Normalize: { - auto ptr = reinterpret_cast(value); - return CreateNormalize(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_PackParam: { - auto ptr = reinterpret_cast(value); - return CreatePackParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Permute: { - auto ptr = reinterpret_cast(value); - return CreatePermute(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Plugin: { - auto ptr = reinterpret_cast(value); - return CreatePlugin(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Pool: { - auto ptr = reinterpret_cast(value); - return CreatePool(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_PRelu: { - auto ptr = reinterpret_cast(value); - return CreatePRelu(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_PriorBox: { - auto ptr = reinterpret_cast(value); - return CreatePriorBox(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Proposal: { - auto ptr = reinterpret_cast(value); - return CreateProposal(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedAvgPool: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedAvgPool(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedBiasAdd: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedBiasAdd(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedConcat: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedConcat(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedLogistic: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedLogistic(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedMatMul: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedMatMul(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedMaxPool: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedMaxPool(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedRelu: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedRelu(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedRelu6: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedRelu6(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedReshape: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedReshape(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedSoftmax: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedSoftmax(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizeMaxMin: { - auto ptr = reinterpret_cast(value); - return CreateQuantizeMaxMin(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizeV2: { - auto ptr = reinterpret_cast(value); - return CreateQuantizeV2(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Range: { - auto ptr = reinterpret_cast(value); - return CreateRange(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Rank: { - auto ptr = reinterpret_cast(value); - return CreateRank(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_ReduceJoin: { - auto ptr = reinterpret_cast(value); - return CreateReduceJoin(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_ReductionParam: { - auto ptr = reinterpret_cast(value); - return CreateReductionParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Relu: { - auto ptr = reinterpret_cast(value); - return CreateRelu(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Relu6: { - auto ptr = reinterpret_cast(value); - return CreateRelu6(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_RequantizationRange: { - auto ptr = reinterpret_cast(value); - return CreateRequantizationRange(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Requantize: { - auto ptr = reinterpret_cast(value); - return CreateRequantize(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Reshape: { - auto ptr = reinterpret_cast(value); - return CreateReshape(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Resize: { - auto ptr = reinterpret_cast(value); - return CreateResize(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_RoiParameters: { - auto ptr = reinterpret_cast(value); - return CreateRoiParameters(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Scale: { - auto ptr = reinterpret_cast(value); - return CreateScale(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Selu: { - auto ptr = reinterpret_cast(value); - return CreateSelu(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Size: { - auto ptr = reinterpret_cast(value); - return CreateSize(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Slice: { - auto ptr = reinterpret_cast(value); - return CreateSlice(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_SliceTf: { - auto ptr = reinterpret_cast(value); - return CreateSliceTf(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_SpaceBatch: { - auto ptr = reinterpret_cast(value); - return CreateSpaceBatch(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_SqueezeParam: { - auto ptr = reinterpret_cast(value); - return CreateSqueezeParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_StridedSliceParam: { - auto ptr = reinterpret_cast(value); - return CreateStridedSliceParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_TensorConvertInfo: { - auto ptr = reinterpret_cast(value); - return CreateTensorConvertInfo(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_TfQuantizedConv2D: { - auto ptr = reinterpret_cast(value); - return CreateTfQuantizedConv2D(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_TopKV2: { - auto ptr = reinterpret_cast(value); - return CreateTopKV2(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Transpose: { - auto ptr = reinterpret_cast(value); - return CreateTranspose(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_UnaryOp: { - auto ptr = reinterpret_cast(value); - return CreateUnaryOp(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_MomentsParam: { - auto ptr = reinterpret_cast(value); - return CreateMomentsParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_RNNParam: { - auto ptr = reinterpret_cast(value); - return CreateRNNParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_BatchMatMulParam: { - auto ptr = reinterpret_cast(value); - return CreateBatchMatMulParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_QuantizedFloatParam: { - auto ptr = reinterpret_cast(value); - return CreateQuantizedFloatParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_DepthSpaceParam: { - auto ptr = reinterpret_cast(value); - return CreateDepthSpaceParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_EltwiseInt8: { - auto ptr = reinterpret_cast(value); - return CreateEltwiseInt8(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_ReverseSequenceParam: { - auto ptr = reinterpret_cast(value); - return CreateReverseSequenceParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Extra: { - auto ptr = reinterpret_cast(value); - return CreateExtra(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Pool3D: { - auto ptr = reinterpret_cast(value); - return CreatePool3D(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_Convolution3D: { - auto ptr = reinterpret_cast(value); - return CreateConvolution3D(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_ELU: { - auto ptr = reinterpret_cast(value); - return CreateELU(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_DetectionPostProcessParam: { - auto ptr = reinterpret_cast(value); - return CreateDetectionPostProcessParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_OneHotParam: { - auto ptr = reinterpret_cast(value); - return CreateOneHotParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_PadParam: { - auto ptr = reinterpret_cast(value); - return CreatePadParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_WhileParam: { - auto ptr = reinterpret_cast(value); - return CreateWhileParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_IfParam: { - auto ptr = reinterpret_cast(value); - return CreateIfParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_RandomUniform: { - auto ptr = reinterpret_cast(value); - return CreateRandomUniform(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_LayerNorm: { - auto ptr = reinterpret_cast(value); - return CreateLayerNorm(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_TensorArray: { - auto ptr = reinterpret_cast(value); - return CreateTensorArray(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_LSTMBlockCell: { - auto ptr = reinterpret_cast(value); - return CreateLSTMBlockCell(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_GridSample: { - auto ptr = reinterpret_cast(value); - return CreateGridSample(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_LoopParam: { - auto ptr = reinterpret_cast(value); - return CreateLoopParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_ImageProcessParam: { - auto ptr = reinterpret_cast(value); - return CreateImageProcessParam(_fbb, ptr, _rehasher).Union(); - } - case OpParameter_CumSum: { - auto ptr = reinterpret_cast(value); - return CreateCumSum(_fbb, ptr, _rehasher).Union(); - } - default: return 0; - } -} - -inline OpParameterUnion::OpParameterUnion(const OpParameterUnion &u) FLATBUFFERS_NOEXCEPT : type(u.type), value(nullptr) { - switch (type) { - case OpParameter_QuantizedAdd: { - FLATBUFFERS_ASSERT(false); // QuantizedAddT not copyable. - break; - } - case OpParameter_ArgMax: { - value = new ArgMaxT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_AsString: { - value = new AsStringT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Axis: { - value = new AxisT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_BatchNorm: { - value = new BatchNormT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_BinaryOp: { - value = new BinaryOpT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Blob: { - value = new BlobT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_CastParam: { - value = new CastParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Convolution2D: { - FLATBUFFERS_ASSERT(false); // Convolution2DT not copyable. - break; - } - case OpParameter_Crop: { - value = new CropT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_CropAndResize: { - value = new CropAndResizeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Dequantize: { - FLATBUFFERS_ASSERT(false); // DequantizeT not copyable. - break; - } - case OpParameter_DetectionOutput: { - value = new DetectionOutputT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Eltwise: { - value = new EltwiseT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_ExpandDims: { - value = new ExpandDimsT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Fill: { - value = new FillT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Flatten: { - value = new FlattenT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Gather: { - value = new GatherT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_GatherV2: { - value = new GatherV2T(*reinterpret_cast(u.value)); - break; - } - case OpParameter_InnerProduct: { - FLATBUFFERS_ASSERT(false); // InnerProductT not copyable. - break; - } - case OpParameter_Input: { - value = new InputT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Interp: { - value = new InterpT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_LRN: { - value = new LRNT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_LSTM: { - FLATBUFFERS_ASSERT(false); // LSTMT not copyable. - break; - } - case OpParameter_MatMul: { - value = new MatMulT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_NonMaxSuppressionV2: { - value = new NonMaxSuppressionV2T(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Normalize: { - value = new NormalizeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_PackParam: { - value = new PackParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Permute: { - value = new PermuteT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Plugin: { - FLATBUFFERS_ASSERT(false); // PluginT not copyable. - break; - } - case OpParameter_Pool: { - value = new PoolT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_PRelu: { - value = new PReluT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_PriorBox: { - value = new PriorBoxT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Proposal: { - FLATBUFFERS_ASSERT(false); // ProposalT not copyable. - break; - } - case OpParameter_QuantizedAvgPool: { - value = new QuantizedAvgPoolT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedBiasAdd: { - value = new QuantizedBiasAddT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedConcat: { - FLATBUFFERS_ASSERT(false); // QuantizedConcatT not copyable. - break; - } - case OpParameter_QuantizedLogistic: { - FLATBUFFERS_ASSERT(false); // QuantizedLogisticT not copyable. - break; - } - case OpParameter_QuantizedMatMul: { - value = new QuantizedMatMulT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedMaxPool: { - value = new QuantizedMaxPoolT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedRelu: { - value = new QuantizedReluT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedRelu6: { - value = new QuantizedRelu6T(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedReshape: { - value = new QuantizedReshapeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedSoftmax: { - value = new QuantizedSoftmaxT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizeMaxMin: { - value = new QuantizeMaxMinT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizeV2: { - value = new QuantizeV2T(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Range: { - value = new RangeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Rank: { - value = new RankT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_ReduceJoin: { - value = new ReduceJoinT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_ReductionParam: { - value = new ReductionParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Relu: { - value = new ReluT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Relu6: { - value = new Relu6T(*reinterpret_cast(u.value)); - break; - } - case OpParameter_RequantizationRange: { - value = new RequantizationRangeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Requantize: { - value = new RequantizeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Reshape: { - value = new ReshapeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Resize: { - value = new ResizeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_RoiParameters: { - value = new RoiParametersT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Scale: { - value = new ScaleT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Selu: { - value = new SeluT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Size: { - value = new SizeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Slice: { - value = new SliceT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_SliceTf: { - value = new SliceTfT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_SpaceBatch: { - FLATBUFFERS_ASSERT(false); // SpaceBatchT not copyable. - break; - } - case OpParameter_SqueezeParam: { - value = new SqueezeParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_StridedSliceParam: { - value = new StridedSliceParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_TensorConvertInfo: { - value = new TensorConvertInfoT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_TfQuantizedConv2D: { - FLATBUFFERS_ASSERT(false); // TfQuantizedConv2DT not copyable. - break; - } - case OpParameter_TopKV2: { - value = new TopKV2T(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Transpose: { - value = new TransposeT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_UnaryOp: { - value = new UnaryOpT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_MomentsParam: { - value = new MomentsParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_RNNParam: { - FLATBUFFERS_ASSERT(false); // RNNParamT not copyable. - break; - } - case OpParameter_BatchMatMulParam: { - value = new BatchMatMulParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_QuantizedFloatParam: { - value = new QuantizedFloatParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_DepthSpaceParam: { - value = new DepthSpaceParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_EltwiseInt8: { - FLATBUFFERS_ASSERT(false); // EltwiseInt8T not copyable. - break; - } - case OpParameter_ReverseSequenceParam: { - value = new ReverseSequenceParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Extra: { - FLATBUFFERS_ASSERT(false); // ExtraT not copyable. - break; - } - case OpParameter_Pool3D: { - value = new Pool3DT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_Convolution3D: { - FLATBUFFERS_ASSERT(false); // Convolution3DT not copyable. - break; - } - case OpParameter_ELU: { - value = new ELUT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_DetectionPostProcessParam: { - value = new DetectionPostProcessParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_OneHotParam: { - value = new OneHotParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_PadParam: { - value = new PadParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_WhileParam: { - FLATBUFFERS_ASSERT(false); // WhileParamT not copyable. - break; - } - case OpParameter_IfParam: { - FLATBUFFERS_ASSERT(false); // IfParamT not copyable. - break; - } - case OpParameter_RandomUniform: { - value = new RandomUniformT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_LayerNorm: { - value = new LayerNormT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_TensorArray: { - value = new TensorArrayT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_LSTMBlockCell: { - value = new LSTMBlockCellT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_GridSample: { - value = new GridSampleT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_LoopParam: { - FLATBUFFERS_ASSERT(false); // LoopParamT not copyable. - break; - } - case OpParameter_ImageProcessParam: { - value = new ImageProcessParamT(*reinterpret_cast(u.value)); - break; - } - case OpParameter_CumSum: { - value = new CumSumT(*reinterpret_cast(u.value)); - break; - } - default: - break; - } -} - -inline void OpParameterUnion::Reset() { - switch (type) { - case OpParameter_QuantizedAdd: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_ArgMax: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_AsString: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Axis: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_BatchNorm: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_BinaryOp: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Blob: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_CastParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Convolution2D: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Crop: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_CropAndResize: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Dequantize: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_DetectionOutput: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Eltwise: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_ExpandDims: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Fill: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Flatten: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Gather: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_GatherV2: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_InnerProduct: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Input: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Interp: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_LRN: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_LSTM: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_MatMul: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_NonMaxSuppressionV2: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Normalize: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_PackParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Permute: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Plugin: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Pool: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_PRelu: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_PriorBox: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Proposal: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedAvgPool: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedBiasAdd: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedConcat: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedLogistic: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedMatMul: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedMaxPool: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedRelu: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedRelu6: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedReshape: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedSoftmax: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizeMaxMin: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizeV2: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Range: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Rank: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_ReduceJoin: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_ReductionParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Relu: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Relu6: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_RequantizationRange: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Requantize: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Reshape: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Resize: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_RoiParameters: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Scale: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Selu: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Size: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Slice: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_SliceTf: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_SpaceBatch: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_SqueezeParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_StridedSliceParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_TensorConvertInfo: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_TfQuantizedConv2D: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_TopKV2: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Transpose: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_UnaryOp: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_MomentsParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_RNNParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_BatchMatMulParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_QuantizedFloatParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_DepthSpaceParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_EltwiseInt8: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_ReverseSequenceParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Extra: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Pool3D: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_Convolution3D: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_ELU: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_DetectionPostProcessParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_OneHotParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_PadParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_WhileParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_IfParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_RandomUniform: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_LayerNorm: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_TensorArray: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_LSTMBlockCell: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_GridSample: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_LoopParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_ImageProcessParam: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - case OpParameter_CumSum: { - auto ptr = reinterpret_cast(value); - delete ptr; - break; - } - default: break; - } - value = nullptr; - type = OpParameter_NONE; -} - -inline const flatbuffers::TypeTable *OpTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - OpTypeTypeTable - }; - static const int64_t values[] = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 512, 513, 514, 515, 516, 517, 518, 600, 601, 603, 604 }; - static const char * const names[] = { - "AbsVal", - "QuantizedAdd", - "ArgMax", - "AsString", - "InstanceNorm", - "BatchToSpaceND", - "Copy", - "BinaryOp", - "Bnll", - "Cast", - "Concat", - "Const", - "Convolution", - "ConvolutionDepthwise", - "Crop", - "CropAndResize", - "ImageProcess", - "Deconvolution", - "DeconvolutionDepthwise", - "Dequantize", - "DetectionOutput", - "Dropout", - "Eltwise", - "ELU", - "Unique", - "Exp", - "ExpandDims", - "Fill", - "Flatten", - "Im2Col", - "Gather", - "GatherV2", - "Im2Seq", - "InnerProduct", - "Input", - "Interp", - "Log", - "LRN", - "LSTM", - "MatMul", - "MVN", - "NonMaxSuppression", - "NonMaxSuppressionV2", - "Normalize", - "Pack", - "Padding", - "Permute", - "Pooling", - "Power", - "PReLU", - "PriorBox", - "Proposal", - "QuantizedAvgPool", - "QuantizedBiasAdd", - "QuantizedConcat", - "QuantizedDepthwiseConv2D", - "QuantizedLogistic", - "QuantizedMatMul", - "QuantizedMaxPool", - "QuantizedRelu", - "QuantizedRelu6", - "QuantizedReshape", - "QuantizedSoftmax", - "QuantizeMaxMin", - "QuantizeV2", - "Range", - "Rank", - "ReduceJoin", - "Reduction", - "ReLU", - "ReLU6", - "RequantizationRange", - "Requantize", - "Reshape", - "Resize", - "RNN", - "ROIPooling", - "Scale", - "Selu", - "Seq2Out", - "Shape", - "Sigmoid", - "Size", - "Slice", - "SliceTf", - "Softmax", - "SpaceToBatchND", - "SpatialProduct", - "Col2Im", - "Segment", - "Squeeze", - "StridedSlice", - "StringJoin", - "StringSplit", - "StringToNumber", - "TanH", - "TfQuantizedConv2D", - "Threshold", - "Tile", - "TopKV2", - "Transpose", - "UnaryOp", - "Unpack", - "Where", - "Moments", - "RNNSequenceGRU", - "BatchMatMul", - "Unsqueeze", - "CosineSimilarity", - "DepthToSpace", - "SpaceToDepth", - "ReverseSequence", - "Pooling3D", - "Convolution3D", - "MatrixBandPart", - "GatherND", - "DetectionPostProcess", - "UnravelIndex", - "ScatterNd", - "OneHot", - "BroadcastTo", - "Dilation2D", - "Interp3D", - "Raster", - "ConvertTensor", - "ArgMin", - "LinSpace", - "RandomUniform", - "TensorArray", - "TensorArraySize", - "TensorArrayRead", - "TensorArrayWrite", - "TensorArrayGather", - "TensorArrayScatter", - "TensorArraySplit", - "TensorArrayConcat", - "LSTMBlockCell", - "Reverse", - "ROIAlign", - "RandomNormal", - "TensorArrayInsert", - "TensorArrayErase", - "EyeLike", - "CumSum", - "Det", - "CumProd", - "ScatterElements", - "GatherElements", - "Svd", - "Histogram", - "Plugin", - "Select", - "ZerosLike", - "Broastcast", - "SetDiff1D", - "ReluGrad", - "Identity", - "PoolGrad", - "SoftmaxGrad", - "Conv2DBackPropFilter", - "TrainableParam", - "BatchNorm", - "ConvTranspose3D", - "ZeroGrad", - "Extra", - "ConvInt8", - "Int8ToFloat", - "DepthwiseConvInt8", - "PoolInt8", - "FloatToInt8", - "EltwiseInt8", - "While", - "If", - "LayerNorm", - "GridSample" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 175, type_codes, type_refs, values, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *OpParameterTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 2 }, - { flatbuffers::ET_SEQUENCE, 0, 3 }, - { flatbuffers::ET_SEQUENCE, 0, 4 }, - { flatbuffers::ET_SEQUENCE, 0, 5 }, - { flatbuffers::ET_SEQUENCE, 0, 6 }, - { flatbuffers::ET_SEQUENCE, 0, 7 }, - { flatbuffers::ET_SEQUENCE, 0, 8 }, - { flatbuffers::ET_SEQUENCE, 0, 9 }, - { flatbuffers::ET_SEQUENCE, 0, 10 }, - { flatbuffers::ET_SEQUENCE, 0, 11 }, - { flatbuffers::ET_SEQUENCE, 0, 12 }, - { flatbuffers::ET_SEQUENCE, 0, 13 }, - { flatbuffers::ET_SEQUENCE, 0, 14 }, - { flatbuffers::ET_SEQUENCE, 0, 15 }, - { flatbuffers::ET_SEQUENCE, 0, 16 }, - { flatbuffers::ET_SEQUENCE, 0, 17 }, - { flatbuffers::ET_SEQUENCE, 0, 18 }, - { flatbuffers::ET_SEQUENCE, 0, 19 }, - { flatbuffers::ET_SEQUENCE, 0, 20 }, - { flatbuffers::ET_SEQUENCE, 0, 21 }, - { flatbuffers::ET_SEQUENCE, 0, 22 }, - { flatbuffers::ET_SEQUENCE, 0, 23 }, - { flatbuffers::ET_SEQUENCE, 0, 24 }, - { flatbuffers::ET_SEQUENCE, 0, 25 }, - { flatbuffers::ET_SEQUENCE, 0, 26 }, - { flatbuffers::ET_SEQUENCE, 0, 27 }, - { flatbuffers::ET_SEQUENCE, 0, 28 }, - { flatbuffers::ET_SEQUENCE, 0, 29 }, - { flatbuffers::ET_SEQUENCE, 0, 30 }, - { flatbuffers::ET_SEQUENCE, 0, 31 }, - { flatbuffers::ET_SEQUENCE, 0, 32 }, - { flatbuffers::ET_SEQUENCE, 0, 33 }, - { flatbuffers::ET_SEQUENCE, 0, 34 }, - { flatbuffers::ET_SEQUENCE, 0, 35 }, - { flatbuffers::ET_SEQUENCE, 0, 36 }, - { flatbuffers::ET_SEQUENCE, 0, 37 }, - { flatbuffers::ET_SEQUENCE, 0, 38 }, - { flatbuffers::ET_SEQUENCE, 0, 39 }, - { flatbuffers::ET_SEQUENCE, 0, 40 }, - { flatbuffers::ET_SEQUENCE, 0, 41 }, - { flatbuffers::ET_SEQUENCE, 0, 42 }, - { flatbuffers::ET_SEQUENCE, 0, 43 }, - { flatbuffers::ET_SEQUENCE, 0, 44 }, - { flatbuffers::ET_SEQUENCE, 0, 45 }, - { flatbuffers::ET_SEQUENCE, 0, 46 }, - { flatbuffers::ET_SEQUENCE, 0, 47 }, - { flatbuffers::ET_SEQUENCE, 0, 48 }, - { flatbuffers::ET_SEQUENCE, 0, 49 }, - { flatbuffers::ET_SEQUENCE, 0, 50 }, - { flatbuffers::ET_SEQUENCE, 0, 51 }, - { flatbuffers::ET_SEQUENCE, 0, 52 }, - { flatbuffers::ET_SEQUENCE, 0, 53 }, - { flatbuffers::ET_SEQUENCE, 0, 54 }, - { flatbuffers::ET_SEQUENCE, 0, 55 }, - { flatbuffers::ET_SEQUENCE, 0, 56 }, - { flatbuffers::ET_SEQUENCE, 0, 57 }, - { flatbuffers::ET_SEQUENCE, 0, 58 }, - { flatbuffers::ET_SEQUENCE, 0, 59 }, - { flatbuffers::ET_SEQUENCE, 0, 60 }, - { flatbuffers::ET_SEQUENCE, 0, 61 }, - { flatbuffers::ET_SEQUENCE, 0, 62 }, - { flatbuffers::ET_SEQUENCE, 0, 63 }, - { flatbuffers::ET_SEQUENCE, 0, 64 }, - { flatbuffers::ET_SEQUENCE, 0, 65 }, - { flatbuffers::ET_SEQUENCE, 0, 66 }, - { flatbuffers::ET_SEQUENCE, 0, 67 }, - { flatbuffers::ET_SEQUENCE, 0, 68 }, - { flatbuffers::ET_SEQUENCE, 0, 69 }, - { flatbuffers::ET_SEQUENCE, 0, 70 }, - { flatbuffers::ET_SEQUENCE, 0, 71 }, - { flatbuffers::ET_SEQUENCE, 0, 72 }, - { flatbuffers::ET_SEQUENCE, 0, 73 }, - { flatbuffers::ET_SEQUENCE, 0, 74 }, - { flatbuffers::ET_SEQUENCE, 0, 75 }, - { flatbuffers::ET_SEQUENCE, 0, 76 }, - { flatbuffers::ET_SEQUENCE, 0, 77 }, - { flatbuffers::ET_SEQUENCE, 0, 78 }, - { flatbuffers::ET_SEQUENCE, 0, 79 }, - { flatbuffers::ET_SEQUENCE, 0, 80 }, - { flatbuffers::ET_SEQUENCE, 0, 81 }, - { flatbuffers::ET_SEQUENCE, 0, 82 }, - { flatbuffers::ET_SEQUENCE, 0, 83 }, - { flatbuffers::ET_SEQUENCE, 0, 84 }, - { flatbuffers::ET_SEQUENCE, 0, 85 }, - { flatbuffers::ET_SEQUENCE, 0, 86 }, - { flatbuffers::ET_SEQUENCE, 0, 87 }, - { flatbuffers::ET_SEQUENCE, 0, 88 }, - { flatbuffers::ET_SEQUENCE, 0, 89 }, - { flatbuffers::ET_SEQUENCE, 0, 90 }, - { flatbuffers::ET_SEQUENCE, 0, 91 }, - { flatbuffers::ET_SEQUENCE, 0, 92 }, - { flatbuffers::ET_SEQUENCE, 0, 93 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - QuantizedAddTypeTable, - ArgMaxTypeTable, - AsStringTypeTable, - AxisTypeTable, - BatchNormTypeTable, - BinaryOpTypeTable, - BlobTypeTable, - CastParamTypeTable, - Convolution2DTypeTable, - CropTypeTable, - CropAndResizeTypeTable, - DequantizeTypeTable, - DetectionOutputTypeTable, - EltwiseTypeTable, - ExpandDimsTypeTable, - FillTypeTable, - FlattenTypeTable, - GatherTypeTable, - GatherV2TypeTable, - InnerProductTypeTable, - InputTypeTable, - InterpTypeTable, - LRNTypeTable, - LSTMTypeTable, - MatMulTypeTable, - NonMaxSuppressionV2TypeTable, - NormalizeTypeTable, - PackParamTypeTable, - PermuteTypeTable, - PluginTypeTable, - PoolTypeTable, - PReluTypeTable, - PriorBoxTypeTable, - ProposalTypeTable, - QuantizedAvgPoolTypeTable, - QuantizedBiasAddTypeTable, - QuantizedConcatTypeTable, - QuantizedLogisticTypeTable, - QuantizedMatMulTypeTable, - QuantizedMaxPoolTypeTable, - QuantizedReluTypeTable, - QuantizedRelu6TypeTable, - QuantizedReshapeTypeTable, - QuantizedSoftmaxTypeTable, - QuantizeMaxMinTypeTable, - QuantizeV2TypeTable, - RangeTypeTable, - RankTypeTable, - ReduceJoinTypeTable, - ReductionParamTypeTable, - ReluTypeTable, - Relu6TypeTable, - RequantizationRangeTypeTable, - RequantizeTypeTable, - ReshapeTypeTable, - ResizeTypeTable, - RoiParametersTypeTable, - ScaleTypeTable, - SeluTypeTable, - SizeTypeTable, - SliceTypeTable, - SliceTfTypeTable, - SpaceBatchTypeTable, - SqueezeParamTypeTable, - StridedSliceParamTypeTable, - TensorConvertInfoTypeTable, - TfQuantizedConv2DTypeTable, - TopKV2TypeTable, - TransposeTypeTable, - UnaryOpTypeTable, - MomentsParamTypeTable, - RNNParamTypeTable, - BatchMatMulParamTypeTable, - QuantizedFloatParamTypeTable, - DepthSpaceParamTypeTable, - EltwiseInt8TypeTable, - ReverseSequenceParamTypeTable, - ExtraTypeTable, - Pool3DTypeTable, - Convolution3DTypeTable, - ELUTypeTable, - DetectionPostProcessParamTypeTable, - OneHotParamTypeTable, - PadParamTypeTable, - WhileParamTypeTable, - IfParamTypeTable, - RandomUniformTypeTable, - LayerNormTypeTable, - TensorArrayTypeTable, - LSTMBlockCellTypeTable, - GridSampleTypeTable, - LoopParamTypeTable, - ImageProcessParamTypeTable, - CumSumTypeTable - }; - static const char * const names[] = { - "NONE", - "QuantizedAdd", - "ArgMax", - "AsString", - "Axis", - "BatchNorm", - "BinaryOp", - "Blob", - "CastParam", - "Convolution2D", - "Crop", - "CropAndResize", - "Dequantize", - "DetectionOutput", - "Eltwise", - "ExpandDims", - "Fill", - "Flatten", - "Gather", - "GatherV2", - "InnerProduct", - "Input", - "Interp", - "LRN", - "LSTM", - "MatMul", - "NonMaxSuppressionV2", - "Normalize", - "PackParam", - "Permute", - "Plugin", - "Pool", - "PRelu", - "PriorBox", - "Proposal", - "QuantizedAvgPool", - "QuantizedBiasAdd", - "QuantizedConcat", - "QuantizedLogistic", - "QuantizedMatMul", - "QuantizedMaxPool", - "QuantizedRelu", - "QuantizedRelu6", - "QuantizedReshape", - "QuantizedSoftmax", - "QuantizeMaxMin", - "QuantizeV2", - "Range", - "Rank", - "ReduceJoin", - "ReductionParam", - "Relu", - "Relu6", - "RequantizationRange", - "Requantize", - "Reshape", - "Resize", - "RoiParameters", - "Scale", - "Selu", - "Size", - "Slice", - "SliceTf", - "SpaceBatch", - "SqueezeParam", - "StridedSliceParam", - "TensorConvertInfo", - "TfQuantizedConv2D", - "TopKV2", - "Transpose", - "UnaryOp", - "MomentsParam", - "RNNParam", - "BatchMatMulParam", - "QuantizedFloatParam", - "DepthSpaceParam", - "EltwiseInt8", - "ReverseSequenceParam", - "Extra", - "Pool3D", - "Convolution3D", - "ELU", - "DetectionPostProcessParam", - "OneHotParam", - "PadParam", - "WhileParam", - "IfParam", - "RandomUniform", - "LayerNorm", - "TensorArray", - "LSTMBlockCell", - "GridSample", - "LoopParam", - "ImageProcessParam", - "CumSum" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_UNION, 95, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ForwardTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ForwardTypeTypeTable - }; - static const char * const names[] = { - "CPU", - "METAL", - "OPENCL", - "OPENGLES", - "VULKAN" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *UsageTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - UsageTypeTable - }; - static const char * const names[] = { - "INFERENCE", - "TRAIN", - "INFERENCE_STATIC" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PluginTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - AttributeTypeTable - }; - static const char * const names[] = { - "type", - "attr" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ExtraTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_CHAR, 1, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - AttributeTypeTable - }; - static const char * const names[] = { - "type", - "engine", - "info", - "attr", - "vector" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *StringVecTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 1, -1 } - }; - static const char * const names[] = { - "data" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *WhileParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 }, - { flatbuffers::ET_STRING, 1, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - StringVecTypeTable - }; - static const char * const names[] = { - "cond_graph", - "body_graph", - "aliases_inputs", - "aliases_outputs", - "aliases_updates" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *IfParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 }, - { flatbuffers::ET_SEQUENCE, 1, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - StringVecTypeTable - }; - static const char * const names[] = { - "then_graph", - "else_graph", - "aliases_inputs", - "aliases_outputs" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RegionCommandTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - OpTypeTable, - ViewTypeTable - }; - static const char * const names[] = { - "op", - "steps", - "size", - "indexes", - "view", - "fuse", - "iterIndexes" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 7, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *LoopParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 1 }, - { flatbuffers::ET_SEQUENCE, 1, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - TensorDescribeTypeTable, - RegionCommandTypeTable - }; - static const char * const names[] = { - "tensorNumber", - "outputIndexes", - "inputIndexes", - "extraTensorInfos", - "parallel", - "loopNumber", - "commands", - "initCommand" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 8, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *OpTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_UTYPE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 0, 1 }, - { flatbuffers::ET_CHAR, 0, 2 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - OpParameterTypeTable, - OpTypeTypeTable, - MNN_DATA_FORMATTypeTable - }; - static const char * const names[] = { - "inputIndexes", - "main_type", - "main", - "name", - "outputIndexes", - "type", - "defaultDimentionFormat" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 7, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ViewTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 } - }; - static const char * const names[] = { - "offset", - "stride" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RegionTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ViewTypeTable - }; - static const char * const names[] = { - "src", - "dst", - "size", - "origin" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *TensorDescribeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 2 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - BlobTypeTable, - RegionTypeTable, - TensorQuantInfoTypeTable - }; - static const char * const names[] = { - "blob", - "index", - "name", - "regions", - "quantInfo" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SubGraphProtoTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_STRING, 1, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 }, - { flatbuffers::ET_SEQUENCE, 1, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - OpTypeTable, - TensorDescribeTypeTable - }; - static const char * const names[] = { - "name", - "inputs", - "outputs", - "tensors", - "nodes", - "extraTensorDescribe" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 6, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *TensorQuantInfoTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "scale", - "zero", - "min", - "max", - "type" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *NetTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 1, 2 }, - { flatbuffers::ET_STRING, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 3 }, - { flatbuffers::ET_CHAR, 0, 4 }, - { flatbuffers::ET_STRING, 1, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 5 }, - { flatbuffers::ET_SEQUENCE, 1, 6 }, - { flatbuffers::ET_STRING, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - TensorDescribeTypeTable, - ExtraInfoTypeTable, - OpTypeTable, - ForwardTypeTypeTable, - NetSourceTypeTable, - UsageTypeTable, - SubGraphProtoTypeTable - }; - static const char * const names[] = { - "bizCode", - "extraTensorDescribe", - "extraInfo", - "oplists", - "outputName", - "preferForwardType", - "sourceType", - "tensorName", - "tensorNumber", - "usage", - "subgraphs", - "mnn_uuid" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 12, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const MNN::Net *GetNet(const void *buf) { - return flatbuffers::GetRoot(buf); -} - -inline const MNN::Net *GetSizePrefixedNet(const void *buf) { - return flatbuffers::GetSizePrefixedRoot(buf); -} - -inline bool VerifyNetBuffer( - flatbuffers::Verifier &verifier) { - return verifier.VerifyBuffer(nullptr); -} - -inline bool VerifySizePrefixedNetBuffer( - flatbuffers::Verifier &verifier) { - return verifier.VerifySizePrefixedBuffer(nullptr); -} - -inline void FinishNetBuffer( - flatbuffers::FlatBufferBuilder &fbb, - flatbuffers::Offset root) { - fbb.Finish(root); -} - -inline void FinishSizePrefixedNetBuffer( - flatbuffers::FlatBufferBuilder &fbb, - flatbuffers::Offset root) { - fbb.FinishSizePrefixed(root); -} - -inline std::unique_ptr UnPackNet( - const void *buf, - const flatbuffers::resolver_function_t *res = nullptr) { - return std::unique_ptr(GetNet(buf)->UnPack(res)); -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_MNN_MNN_H_ diff --git a/schema/current/TFQuantizeOp_generated.h b/schema/current/TFQuantizeOp_generated.h deleted file mode 100644 index bad6c4063..000000000 --- a/schema/current/TFQuantizeOp_generated.h +++ /dev/null @@ -1,2794 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_TFQUANTIZEOP_MNN_H_ -#define FLATBUFFERS_GENERATED_TFQUANTIZEOP_MNN_H_ - - -#include "CaffeOp_generated.h" -#include "Tensor_generated.h" -#include "Type_generated.h" - -namespace MNN { - -struct QuantizedParam; -struct QuantizedParamT; - -struct QuantizedAdd; -struct QuantizedAddT; - -struct Dequantize; -struct DequantizeT; - -struct QuantizedAvgPool; -struct QuantizedAvgPoolT; - -struct QuantizedBiasAdd; -struct QuantizedBiasAddT; - -struct QuantizedConcat; -struct QuantizedConcatT; - -struct QuantizedLogistic; -struct QuantizedLogisticT; - -struct QuantizedMatMul; -struct QuantizedMatMulT; - -struct QuantizedMaxPool; -struct QuantizedMaxPoolT; - -struct QuantizedRelu; -struct QuantizedReluT; - -struct QuantizedRelu6; -struct QuantizedRelu6T; - -struct QuantizedReshape; -struct QuantizedReshapeT; - -struct QuantizedSoftmax; -struct QuantizedSoftmaxT; - -struct QuantizeV2; -struct QuantizeV2T; - -struct RequantizationRange; -struct RequantizationRangeT; - -struct Requantize; -struct RequantizeT; - -struct TfQuantizedConv2D; -struct TfQuantizedConv2DT; - -inline const flatbuffers::TypeTable *QuantizedParamTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedAddTypeTable(); - -inline const flatbuffers::TypeTable *DequantizeTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedAvgPoolTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedBiasAddTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedConcatTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedLogisticTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedMatMulTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedMaxPoolTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedReluTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedRelu6TypeTable(); - -inline const flatbuffers::TypeTable *QuantizedReshapeTypeTable(); - -inline const flatbuffers::TypeTable *QuantizedSoftmaxTypeTable(); - -inline const flatbuffers::TypeTable *QuantizeV2TypeTable(); - -inline const flatbuffers::TypeTable *RequantizationRangeTypeTable(); - -inline const flatbuffers::TypeTable *RequantizeTypeTable(); - -inline const flatbuffers::TypeTable *TfQuantizedConv2DTypeTable(); - -enum FusedActivation { - FusedActivation_kTfLiteActNone = 0, - FusedActivation_kTfLiteActRelu = 1, - FusedActivation_kTfLiteActRelu1 = 2, - FusedActivation_kTfLiteActRelu6 = 3, - FusedActivation_kTfLiteActTanh = 4, - FusedActivation_kTfLiteActSignBit = 5, - FusedActivation_kTfLiteActSigmoid = 6, - FusedActivation_MIN = FusedActivation_kTfLiteActNone, - FusedActivation_MAX = FusedActivation_kTfLiteActSigmoid -}; - -inline const FusedActivation (&EnumValuesFusedActivation())[7] { - static const FusedActivation values[] = { - FusedActivation_kTfLiteActNone, - FusedActivation_kTfLiteActRelu, - FusedActivation_kTfLiteActRelu1, - FusedActivation_kTfLiteActRelu6, - FusedActivation_kTfLiteActTanh, - FusedActivation_kTfLiteActSignBit, - FusedActivation_kTfLiteActSigmoid - }; - return values; -} - -inline const char * const *EnumNamesFusedActivation() { - static const char * const names[] = { - "kTfLiteActNone", - "kTfLiteActRelu", - "kTfLiteActRelu1", - "kTfLiteActRelu6", - "kTfLiteActTanh", - "kTfLiteActSignBit", - "kTfLiteActSigmoid", - nullptr - }; - return names; -} - -inline const char *EnumNameFusedActivation(FusedActivation e) { - if (e < FusedActivation_kTfLiteActNone || e > FusedActivation_kTfLiteActSigmoid) return ""; - const size_t index = static_cast(e); - return EnumNamesFusedActivation()[index]; -} - -enum ModeFormat { - ModeFormat_TENSORFLOW = 0, - ModeFormat_TFLITE = 1, - ModeFormat_MIN = ModeFormat_TENSORFLOW, - ModeFormat_MAX = ModeFormat_TFLITE -}; - -inline const ModeFormat (&EnumValuesModeFormat())[2] { - static const ModeFormat values[] = { - ModeFormat_TENSORFLOW, - ModeFormat_TFLITE - }; - return values; -} - -inline const char * const *EnumNamesModeFormat() { - static const char * const names[] = { - "TENSORFLOW", - "TFLITE", - nullptr - }; - return names; -} - -inline const char *EnumNameModeFormat(ModeFormat e) { - if (e < ModeFormat_TENSORFLOW || e > ModeFormat_TFLITE) return ""; - const size_t index = static_cast(e); - return EnumNamesModeFormat()[index]; -} - -enum QuantizeMode { - QuantizeMode_MIN_COMBINED = 0, - QuantizeMode_MIN_FIRST = 1, - QuantizeMode_SCALED = 2, - QuantizeMode_MIN = QuantizeMode_MIN_COMBINED, - QuantizeMode_MAX = QuantizeMode_SCALED -}; - -inline const QuantizeMode (&EnumValuesQuantizeMode())[3] { - static const QuantizeMode values[] = { - QuantizeMode_MIN_COMBINED, - QuantizeMode_MIN_FIRST, - QuantizeMode_SCALED - }; - return values; -} - -inline const char * const *EnumNamesQuantizeMode() { - static const char * const names[] = { - "MIN_COMBINED", - "MIN_FIRST", - "SCALED", - nullptr - }; - return names; -} - -inline const char *EnumNameQuantizeMode(QuantizeMode e) { - if (e < QuantizeMode_MIN_COMBINED || e > QuantizeMode_SCALED) return ""; - const size_t index = static_cast(e); - return EnumNamesQuantizeMode()[index]; -} - -enum QuantizeRoundMode { - QuantizeRoundMode_HALF_AWAY_FROM_ZERO = 0, - QuantizeRoundMode_HALF_TO_EVEN = 1, - QuantizeRoundMode_MIN = QuantizeRoundMode_HALF_AWAY_FROM_ZERO, - QuantizeRoundMode_MAX = QuantizeRoundMode_HALF_TO_EVEN -}; - -inline const QuantizeRoundMode (&EnumValuesQuantizeRoundMode())[2] { - static const QuantizeRoundMode values[] = { - QuantizeRoundMode_HALF_AWAY_FROM_ZERO, - QuantizeRoundMode_HALF_TO_EVEN - }; - return values; -} - -inline const char * const *EnumNamesQuantizeRoundMode() { - static const char * const names[] = { - "HALF_AWAY_FROM_ZERO", - "HALF_TO_EVEN", - nullptr - }; - return names; -} - -inline const char *EnumNameQuantizeRoundMode(QuantizeRoundMode e) { - if (e < QuantizeRoundMode_HALF_AWAY_FROM_ZERO || e > QuantizeRoundMode_HALF_TO_EVEN) return ""; - const size_t index = static_cast(e); - return EnumNamesQuantizeRoundMode()[index]; -} - -struct QuantizedParamT : public flatbuffers::NativeTable { - typedef QuantizedParam TableType; - int32_t zeroPoint; - float scale; - QuantizedParamT() - : zeroPoint(0), - scale(0.0f) { - } -}; - -struct QuantizedParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedParamTypeTable(); - } - int32_t zeroPoint() const { - return GetField(4, 0); - } - float scale() const { - return GetField(6, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - QuantizedParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_zeroPoint(int32_t zeroPoint) { - fbb_.AddElement(4, zeroPoint, 0); - } - void add_scale(float scale) { - fbb_.AddElement(6, scale, 0.0f); - } - explicit QuantizedParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedParamBuilder &operator=(const QuantizedParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedParam( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t zeroPoint = 0, - float scale = 0.0f) { - QuantizedParamBuilder builder_(_fbb); - builder_.add_scale(scale); - builder_.add_zeroPoint(zeroPoint); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedParam(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedAddT : public flatbuffers::NativeTable { - typedef QuantizedAdd TableType; - FusedActivation activationType; - std::unique_ptr input1QuantizedParam; - std::unique_ptr input2QuantizedParam; - std::unique_ptr outputQuantizedParam; - QuantizedAddT() - : activationType(FusedActivation_kTfLiteActNone) { - } -}; - -struct QuantizedAdd FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedAddT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedAddTypeTable(); - } - FusedActivation activationType() const { - return static_cast(GetField(4, 0)); - } - const QuantizedParam *input1QuantizedParam() const { - return GetPointer(6); - } - const QuantizedParam *input2QuantizedParam() const { - return GetPointer(8); - } - const QuantizedParam *outputQuantizedParam() const { - return GetPointer(10); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyTable(input1QuantizedParam()) && - VerifyOffset(verifier, 8) && - verifier.VerifyTable(input2QuantizedParam()) && - VerifyOffset(verifier, 10) && - verifier.VerifyTable(outputQuantizedParam()) && - verifier.EndTable(); - } - QuantizedAddT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedAddT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAddT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedAddBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_activationType(FusedActivation activationType) { - fbb_.AddElement(4, static_cast(activationType), 0); - } - void add_input1QuantizedParam(flatbuffers::Offset input1QuantizedParam) { - fbb_.AddOffset(6, input1QuantizedParam); - } - void add_input2QuantizedParam(flatbuffers::Offset input2QuantizedParam) { - fbb_.AddOffset(8, input2QuantizedParam); - } - void add_outputQuantizedParam(flatbuffers::Offset outputQuantizedParam) { - fbb_.AddOffset(10, outputQuantizedParam); - } - explicit QuantizedAddBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedAddBuilder &operator=(const QuantizedAddBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedAdd( - flatbuffers::FlatBufferBuilder &_fbb, - FusedActivation activationType = FusedActivation_kTfLiteActNone, - flatbuffers::Offset input1QuantizedParam = 0, - flatbuffers::Offset input2QuantizedParam = 0, - flatbuffers::Offset outputQuantizedParam = 0) { - QuantizedAddBuilder builder_(_fbb); - builder_.add_outputQuantizedParam(outputQuantizedParam); - builder_.add_input2QuantizedParam(input2QuantizedParam); - builder_.add_input1QuantizedParam(input1QuantizedParam); - builder_.add_activationType(activationType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedAdd(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAddT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct DequantizeT : public flatbuffers::NativeTable { - typedef Dequantize TableType; - std::unique_ptr inputQuantizedParam; - QuantizeMode mode; - ModeFormat modelFormat; - DataType type; - DequantizeT() - : mode(QuantizeMode_MIN_COMBINED), - modelFormat(ModeFormat_TENSORFLOW), - type(DataType_DT_INVALID) { - } -}; - -struct Dequantize FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DequantizeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return DequantizeTypeTable(); - } - const QuantizedParam *inputQuantizedParam() const { - return GetPointer(4); - } - QuantizeMode mode() const { - return static_cast(GetField(6, 0)); - } - ModeFormat modelFormat() const { - return static_cast(GetField(8, 0)); - } - DataType type() const { - return static_cast(GetField(10, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(inputQuantizedParam()) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - verifier.EndTable(); - } - DequantizeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(DequantizeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const DequantizeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct DequantizeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_inputQuantizedParam(flatbuffers::Offset inputQuantizedParam) { - fbb_.AddOffset(4, inputQuantizedParam); - } - void add_mode(QuantizeMode mode) { - fbb_.AddElement(6, static_cast(mode), 0); - } - void add_modelFormat(ModeFormat modelFormat) { - fbb_.AddElement(8, static_cast(modelFormat), 0); - } - void add_type(DataType type) { - fbb_.AddElement(10, static_cast(type), 0); - } - explicit DequantizeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - DequantizeBuilder &operator=(const DequantizeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateDequantize( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset inputQuantizedParam = 0, - QuantizeMode mode = QuantizeMode_MIN_COMBINED, - ModeFormat modelFormat = ModeFormat_TENSORFLOW, - DataType type = DataType_DT_INVALID) { - DequantizeBuilder builder_(_fbb); - builder_.add_type(type); - builder_.add_inputQuantizedParam(inputQuantizedParam); - builder_.add_modelFormat(modelFormat); - builder_.add_mode(mode); - return builder_.Finish(); -} - -flatbuffers::Offset CreateDequantize(flatbuffers::FlatBufferBuilder &_fbb, const DequantizeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedAvgPoolT : public flatbuffers::NativeTable { - typedef QuantizedAvgPool TableType; - int32_t kernelX; - int32_t kernelY; - ModeFormat modelFormat; - int32_t outputActivationMax; - int32_t outputActivationMin; - PoolPadType padType; - int32_t padX; - int32_t padY; - int32_t strideX; - int32_t strideY; - DataType type; - QuantizedAvgPoolT() - : kernelX(0), - kernelY(0), - modelFormat(ModeFormat_TENSORFLOW), - outputActivationMax(0), - outputActivationMin(0), - padType(PoolPadType_CAFFE), - padX(0), - padY(0), - strideX(0), - strideY(0), - type(DataType_DT_INVALID) { - } -}; - -struct QuantizedAvgPool FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedAvgPoolT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedAvgPoolTypeTable(); - } - int32_t kernelX() const { - return GetField(4, 0); - } - int32_t kernelY() const { - return GetField(6, 0); - } - ModeFormat modelFormat() const { - return static_cast(GetField(8, 0)); - } - int32_t outputActivationMax() const { - return GetField(10, 0); - } - int32_t outputActivationMin() const { - return GetField(12, 0); - } - PoolPadType padType() const { - return static_cast(GetField(14, 0)); - } - int32_t padX() const { - return GetField(16, 0); - } - int32_t padY() const { - return GetField(18, 0); - } - int32_t strideX() const { - return GetField(20, 0); - } - int32_t strideY() const { - return GetField(22, 0); - } - DataType type() const { - return static_cast(GetField(24, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - verifier.EndTable(); - } - QuantizedAvgPoolT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedAvgPoolT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAvgPoolT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedAvgPoolBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_kernelX(int32_t kernelX) { - fbb_.AddElement(4, kernelX, 0); - } - void add_kernelY(int32_t kernelY) { - fbb_.AddElement(6, kernelY, 0); - } - void add_modelFormat(ModeFormat modelFormat) { - fbb_.AddElement(8, static_cast(modelFormat), 0); - } - void add_outputActivationMax(int32_t outputActivationMax) { - fbb_.AddElement(10, outputActivationMax, 0); - } - void add_outputActivationMin(int32_t outputActivationMin) { - fbb_.AddElement(12, outputActivationMin, 0); - } - void add_padType(PoolPadType padType) { - fbb_.AddElement(14, static_cast(padType), 0); - } - void add_padX(int32_t padX) { - fbb_.AddElement(16, padX, 0); - } - void add_padY(int32_t padY) { - fbb_.AddElement(18, padY, 0); - } - void add_strideX(int32_t strideX) { - fbb_.AddElement(20, strideX, 0); - } - void add_strideY(int32_t strideY) { - fbb_.AddElement(22, strideY, 0); - } - void add_type(DataType type) { - fbb_.AddElement(24, static_cast(type), 0); - } - explicit QuantizedAvgPoolBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedAvgPoolBuilder &operator=(const QuantizedAvgPoolBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedAvgPool( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t kernelX = 0, - int32_t kernelY = 0, - ModeFormat modelFormat = ModeFormat_TENSORFLOW, - int32_t outputActivationMax = 0, - int32_t outputActivationMin = 0, - PoolPadType padType = PoolPadType_CAFFE, - int32_t padX = 0, - int32_t padY = 0, - int32_t strideX = 0, - int32_t strideY = 0, - DataType type = DataType_DT_INVALID) { - QuantizedAvgPoolBuilder builder_(_fbb); - builder_.add_type(type); - builder_.add_strideY(strideY); - builder_.add_strideX(strideX); - builder_.add_padY(padY); - builder_.add_padX(padX); - builder_.add_outputActivationMin(outputActivationMin); - builder_.add_outputActivationMax(outputActivationMax); - builder_.add_kernelY(kernelY); - builder_.add_kernelX(kernelX); - builder_.add_padType(padType); - builder_.add_modelFormat(modelFormat); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedAvgPool(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAvgPoolT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedBiasAddT : public flatbuffers::NativeTable { - typedef QuantizedBiasAdd TableType; - std::vector bias; - DataType inputType; - int32_t max; - int32_t min; - DataType outputType; - QuantizedBiasAddT() - : inputType(DataType_DT_INVALID), - max(0), - min(0), - outputType(DataType_DT_INVALID) { - } -}; - -struct QuantizedBiasAdd FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedBiasAddT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedBiasAddTypeTable(); - } - const flatbuffers::Vector *bias() const { - return GetPointer *>(4); - } - DataType inputType() const { - return static_cast(GetField(6, 0)); - } - int32_t max() const { - return GetField(8, 0); - } - int32_t min() const { - return GetField(10, 0); - } - DataType outputType() const { - return static_cast(GetField(12, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(bias()) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - verifier.EndTable(); - } - QuantizedBiasAddT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedBiasAddT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedBiasAddT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedBiasAddBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_bias(flatbuffers::Offset> bias) { - fbb_.AddOffset(4, bias); - } - void add_inputType(DataType inputType) { - fbb_.AddElement(6, static_cast(inputType), 0); - } - void add_max(int32_t max) { - fbb_.AddElement(8, max, 0); - } - void add_min(int32_t min) { - fbb_.AddElement(10, min, 0); - } - void add_outputType(DataType outputType) { - fbb_.AddElement(12, static_cast(outputType), 0); - } - explicit QuantizedBiasAddBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedBiasAddBuilder &operator=(const QuantizedBiasAddBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedBiasAdd( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> bias = 0, - DataType inputType = DataType_DT_INVALID, - int32_t max = 0, - int32_t min = 0, - DataType outputType = DataType_DT_INVALID) { - QuantizedBiasAddBuilder builder_(_fbb); - builder_.add_outputType(outputType); - builder_.add_min(min); - builder_.add_max(max); - builder_.add_inputType(inputType); - builder_.add_bias(bias); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedBiasAdd(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedBiasAddT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedConcatT : public flatbuffers::NativeTable { - typedef QuantizedConcat TableType; - FusedActivation activationType; - int32_t axis; - std::vector inputScale; - std::vector inputZeroPoint; - std::unique_ptr outputQuantizedParam; - QuantizedConcatT() - : activationType(FusedActivation_kTfLiteActNone), - axis(0) { - } -}; - -struct QuantizedConcat FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedConcatT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedConcatTypeTable(); - } - FusedActivation activationType() const { - return static_cast(GetField(4, 0)); - } - int32_t axis() const { - return GetField(6, 0); - } - const flatbuffers::Vector *inputScale() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *inputZeroPoint() const { - return GetPointer *>(10); - } - const QuantizedParam *outputQuantizedParam() const { - return GetPointer(12); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(inputScale()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(inputZeroPoint()) && - VerifyOffset(verifier, 12) && - verifier.VerifyTable(outputQuantizedParam()) && - verifier.EndTable(); - } - QuantizedConcatT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedConcatT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedConcatT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedConcatBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_activationType(FusedActivation activationType) { - fbb_.AddElement(4, static_cast(activationType), 0); - } - void add_axis(int32_t axis) { - fbb_.AddElement(6, axis, 0); - } - void add_inputScale(flatbuffers::Offset> inputScale) { - fbb_.AddOffset(8, inputScale); - } - void add_inputZeroPoint(flatbuffers::Offset> inputZeroPoint) { - fbb_.AddOffset(10, inputZeroPoint); - } - void add_outputQuantizedParam(flatbuffers::Offset outputQuantizedParam) { - fbb_.AddOffset(12, outputQuantizedParam); - } - explicit QuantizedConcatBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedConcatBuilder &operator=(const QuantizedConcatBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedConcat( - flatbuffers::FlatBufferBuilder &_fbb, - FusedActivation activationType = FusedActivation_kTfLiteActNone, - int32_t axis = 0, - flatbuffers::Offset> inputScale = 0, - flatbuffers::Offset> inputZeroPoint = 0, - flatbuffers::Offset outputQuantizedParam = 0) { - QuantizedConcatBuilder builder_(_fbb); - builder_.add_outputQuantizedParam(outputQuantizedParam); - builder_.add_inputZeroPoint(inputZeroPoint); - builder_.add_inputScale(inputScale); - builder_.add_axis(axis); - builder_.add_activationType(activationType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedConcat(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedConcatT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedLogisticT : public flatbuffers::NativeTable { - typedef QuantizedLogistic TableType; - std::unique_ptr inputQuantizedParam; - std::unique_ptr outputQuantizedParam; - QuantizedLogisticT() { - } -}; - -struct QuantizedLogistic FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedLogisticT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedLogisticTypeTable(); - } - const QuantizedParam *inputQuantizedParam() const { - return GetPointer(4); - } - const QuantizedParam *outputQuantizedParam() const { - return GetPointer(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(inputQuantizedParam()) && - VerifyOffset(verifier, 6) && - verifier.VerifyTable(outputQuantizedParam()) && - verifier.EndTable(); - } - QuantizedLogisticT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedLogisticT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedLogisticT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedLogisticBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_inputQuantizedParam(flatbuffers::Offset inputQuantizedParam) { - fbb_.AddOffset(4, inputQuantizedParam); - } - void add_outputQuantizedParam(flatbuffers::Offset outputQuantizedParam) { - fbb_.AddOffset(6, outputQuantizedParam); - } - explicit QuantizedLogisticBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedLogisticBuilder &operator=(const QuantizedLogisticBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedLogistic( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset inputQuantizedParam = 0, - flatbuffers::Offset outputQuantizedParam = 0) { - QuantizedLogisticBuilder builder_(_fbb); - builder_.add_outputQuantizedParam(outputQuantizedParam); - builder_.add_inputQuantizedParam(inputQuantizedParam); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedLogistic(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedLogisticT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedMatMulT : public flatbuffers::NativeTable { - typedef QuantizedMatMul TableType; - bool transposeA; - bool transposeB; - QuantizedMatMulT() - : transposeA(false), - transposeB(false) { - } -}; - -struct QuantizedMatMul FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedMatMulT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedMatMulTypeTable(); - } - bool transposeA() const { - return GetField(4, 0) != 0; - } - bool transposeB() const { - return GetField(6, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - QuantizedMatMulT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedMatMulT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMatMulT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedMatMulBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_transposeA(bool transposeA) { - fbb_.AddElement(4, static_cast(transposeA), 0); - } - void add_transposeB(bool transposeB) { - fbb_.AddElement(6, static_cast(transposeB), 0); - } - explicit QuantizedMatMulBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedMatMulBuilder &operator=(const QuantizedMatMulBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedMatMul( - flatbuffers::FlatBufferBuilder &_fbb, - bool transposeA = false, - bool transposeB = false) { - QuantizedMatMulBuilder builder_(_fbb); - builder_.add_transposeB(transposeB); - builder_.add_transposeA(transposeA); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedMatMul(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMatMulT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedMaxPoolT : public flatbuffers::NativeTable { - typedef QuantizedMaxPool TableType; - int32_t kernelX; - int32_t kernelY; - ModeFormat modelFormat; - int32_t outputActivationMax; - int32_t outputActivationMin; - PoolPadType padType; - int32_t padX; - int32_t padY; - int32_t strideX; - int32_t strideY; - DataType type; - QuantizedMaxPoolT() - : kernelX(0), - kernelY(0), - modelFormat(ModeFormat_TENSORFLOW), - outputActivationMax(0), - outputActivationMin(0), - padType(PoolPadType_CAFFE), - padX(0), - padY(0), - strideX(0), - strideY(0), - type(DataType_DT_INVALID) { - } -}; - -struct QuantizedMaxPool FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedMaxPoolT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedMaxPoolTypeTable(); - } - int32_t kernelX() const { - return GetField(4, 0); - } - int32_t kernelY() const { - return GetField(6, 0); - } - ModeFormat modelFormat() const { - return static_cast(GetField(8, 0)); - } - int32_t outputActivationMax() const { - return GetField(10, 0); - } - int32_t outputActivationMin() const { - return GetField(12, 0); - } - PoolPadType padType() const { - return static_cast(GetField(14, 0)); - } - int32_t padX() const { - return GetField(16, 0); - } - int32_t padY() const { - return GetField(18, 0); - } - int32_t strideX() const { - return GetField(20, 0); - } - int32_t strideY() const { - return GetField(22, 0); - } - DataType type() const { - return static_cast(GetField(24, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - verifier.EndTable(); - } - QuantizedMaxPoolT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedMaxPoolT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMaxPoolT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedMaxPoolBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_kernelX(int32_t kernelX) { - fbb_.AddElement(4, kernelX, 0); - } - void add_kernelY(int32_t kernelY) { - fbb_.AddElement(6, kernelY, 0); - } - void add_modelFormat(ModeFormat modelFormat) { - fbb_.AddElement(8, static_cast(modelFormat), 0); - } - void add_outputActivationMax(int32_t outputActivationMax) { - fbb_.AddElement(10, outputActivationMax, 0); - } - void add_outputActivationMin(int32_t outputActivationMin) { - fbb_.AddElement(12, outputActivationMin, 0); - } - void add_padType(PoolPadType padType) { - fbb_.AddElement(14, static_cast(padType), 0); - } - void add_padX(int32_t padX) { - fbb_.AddElement(16, padX, 0); - } - void add_padY(int32_t padY) { - fbb_.AddElement(18, padY, 0); - } - void add_strideX(int32_t strideX) { - fbb_.AddElement(20, strideX, 0); - } - void add_strideY(int32_t strideY) { - fbb_.AddElement(22, strideY, 0); - } - void add_type(DataType type) { - fbb_.AddElement(24, static_cast(type), 0); - } - explicit QuantizedMaxPoolBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedMaxPoolBuilder &operator=(const QuantizedMaxPoolBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedMaxPool( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t kernelX = 0, - int32_t kernelY = 0, - ModeFormat modelFormat = ModeFormat_TENSORFLOW, - int32_t outputActivationMax = 0, - int32_t outputActivationMin = 0, - PoolPadType padType = PoolPadType_CAFFE, - int32_t padX = 0, - int32_t padY = 0, - int32_t strideX = 0, - int32_t strideY = 0, - DataType type = DataType_DT_INVALID) { - QuantizedMaxPoolBuilder builder_(_fbb); - builder_.add_type(type); - builder_.add_strideY(strideY); - builder_.add_strideX(strideX); - builder_.add_padY(padY); - builder_.add_padX(padX); - builder_.add_outputActivationMin(outputActivationMin); - builder_.add_outputActivationMax(outputActivationMax); - builder_.add_kernelY(kernelY); - builder_.add_kernelX(kernelX); - builder_.add_padType(padType); - builder_.add_modelFormat(modelFormat); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedMaxPool(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMaxPoolT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedReluT : public flatbuffers::NativeTable { - typedef QuantizedRelu TableType; - DataType type; - QuantizedReluT() - : type(DataType_DT_INVALID) { - } -}; - -struct QuantizedRelu FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedReluT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedReluTypeTable(); - } - DataType type() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - QuantizedReluT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedReluT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReluT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedReluBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(DataType type) { - fbb_.AddElement(4, static_cast(type), 0); - } - explicit QuantizedReluBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedReluBuilder &operator=(const QuantizedReluBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedRelu( - flatbuffers::FlatBufferBuilder &_fbb, - DataType type = DataType_DT_INVALID) { - QuantizedReluBuilder builder_(_fbb); - builder_.add_type(type); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedRelu(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReluT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedRelu6T : public flatbuffers::NativeTable { - typedef QuantizedRelu6 TableType; - DataType type; - QuantizedRelu6T() - : type(DataType_DT_INVALID) { - } -}; - -struct QuantizedRelu6 FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedRelu6T NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedRelu6TypeTable(); - } - DataType type() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - QuantizedRelu6T *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedRelu6T *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedRelu6T* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedRelu6Builder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(DataType type) { - fbb_.AddElement(4, static_cast(type), 0); - } - explicit QuantizedRelu6Builder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedRelu6Builder &operator=(const QuantizedRelu6Builder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedRelu6( - flatbuffers::FlatBufferBuilder &_fbb, - DataType type = DataType_DT_INVALID) { - QuantizedRelu6Builder builder_(_fbb); - builder_.add_type(type); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedRelu6(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedRelu6T *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedReshapeT : public flatbuffers::NativeTable { - typedef QuantizedReshape TableType; - std::vector dims; - ModeFormat modelFormat; - QuantizedReshapeT() - : modelFormat(ModeFormat_TENSORFLOW) { - } -}; - -struct QuantizedReshape FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedReshapeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedReshapeTypeTable(); - } - const flatbuffers::Vector *dims() const { - return GetPointer *>(4); - } - ModeFormat modelFormat() const { - return static_cast(GetField(6, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(dims()) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - QuantizedReshapeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedReshapeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReshapeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedReshapeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dims(flatbuffers::Offset> dims) { - fbb_.AddOffset(4, dims); - } - void add_modelFormat(ModeFormat modelFormat) { - fbb_.AddElement(6, static_cast(modelFormat), 0); - } - explicit QuantizedReshapeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedReshapeBuilder &operator=(const QuantizedReshapeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedReshape( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> dims = 0, - ModeFormat modelFormat = ModeFormat_TENSORFLOW) { - QuantizedReshapeBuilder builder_(_fbb); - builder_.add_dims(dims); - builder_.add_modelFormat(modelFormat); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedReshape(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReshapeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizedSoftmaxT : public flatbuffers::NativeTable { - typedef QuantizedSoftmax TableType; - float beta; - float inputScale; - QuantizedSoftmaxT() - : beta(0.0f), - inputScale(0.0f) { - } -}; - -struct QuantizedSoftmax FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizedSoftmaxT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizedSoftmaxTypeTable(); - } - float beta() const { - return GetField(4, 0.0f); - } - float inputScale() const { - return GetField(6, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - QuantizedSoftmaxT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizedSoftmaxT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedSoftmaxT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizedSoftmaxBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_beta(float beta) { - fbb_.AddElement(4, beta, 0.0f); - } - void add_inputScale(float inputScale) { - fbb_.AddElement(6, inputScale, 0.0f); - } - explicit QuantizedSoftmaxBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizedSoftmaxBuilder &operator=(const QuantizedSoftmaxBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizedSoftmax( - flatbuffers::FlatBufferBuilder &_fbb, - float beta = 0.0f, - float inputScale = 0.0f) { - QuantizedSoftmaxBuilder builder_(_fbb); - builder_.add_inputScale(inputScale); - builder_.add_beta(beta); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizedSoftmax(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedSoftmaxT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizeV2T : public flatbuffers::NativeTable { - typedef QuantizeV2 TableType; - DataType type; - QuantizeMode mode; - QuantizeRoundMode roundMode; - QuantizeV2T() - : type(DataType_DT_INVALID), - mode(QuantizeMode_MIN_COMBINED), - roundMode(QuantizeRoundMode_HALF_AWAY_FROM_ZERO) { - } -}; - -struct QuantizeV2 FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizeV2T NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizeV2TypeTable(); - } - DataType type() const { - return static_cast(GetField(4, 0)); - } - QuantizeMode mode() const { - return static_cast(GetField(6, 0)); - } - QuantizeRoundMode roundMode() const { - return static_cast(GetField(8, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - QuantizeV2T *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizeV2T *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeV2T* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizeV2Builder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(DataType type) { - fbb_.AddElement(4, static_cast(type), 0); - } - void add_mode(QuantizeMode mode) { - fbb_.AddElement(6, static_cast(mode), 0); - } - void add_roundMode(QuantizeRoundMode roundMode) { - fbb_.AddElement(8, static_cast(roundMode), 0); - } - explicit QuantizeV2Builder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizeV2Builder &operator=(const QuantizeV2Builder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizeV2( - flatbuffers::FlatBufferBuilder &_fbb, - DataType type = DataType_DT_INVALID, - QuantizeMode mode = QuantizeMode_MIN_COMBINED, - QuantizeRoundMode roundMode = QuantizeRoundMode_HALF_AWAY_FROM_ZERO) { - QuantizeV2Builder builder_(_fbb); - builder_.add_type(type); - builder_.add_roundMode(roundMode); - builder_.add_mode(mode); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizeV2(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeV2T *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RequantizationRangeT : public flatbuffers::NativeTable { - typedef RequantizationRange TableType; - RequantizationRangeT() { - } -}; - -struct RequantizationRange FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RequantizationRangeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RequantizationRangeTypeTable(); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } - RequantizationRangeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RequantizationRangeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RequantizationRangeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RequantizationRangeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit RequantizationRangeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RequantizationRangeBuilder &operator=(const RequantizationRangeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRequantizationRange( - flatbuffers::FlatBufferBuilder &_fbb) { - RequantizationRangeBuilder builder_(_fbb); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRequantizationRange(flatbuffers::FlatBufferBuilder &_fbb, const RequantizationRangeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RequantizeT : public flatbuffers::NativeTable { - typedef Requantize TableType; - RequantizeT() { - } -}; - -struct Requantize FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RequantizeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RequantizeTypeTable(); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } - RequantizeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RequantizeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RequantizeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RequantizeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit RequantizeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RequantizeBuilder &operator=(const RequantizeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRequantize( - flatbuffers::FlatBufferBuilder &_fbb) { - RequantizeBuilder builder_(_fbb); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRequantize(flatbuffers::FlatBufferBuilder &_fbb, const RequantizeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct TfQuantizedConv2DT : public flatbuffers::NativeTable { - typedef TfQuantizedConv2D TableType; - std::vector bias; - bool biasflag; - std::unique_ptr common; - std::vector weight; - FusedActivation activationType; - int32_t multiplier; - int32_t outMax; - int32_t outMin; - int32_t shift; - std::unique_ptr biasQuantizedParam; - int32_t depthMultiplier; - std::unique_ptr filterQuantizedParam; - std::unique_ptr inputQuantizedParam; - ModeFormat modelFormat; - std::unique_ptr outputQuantizedParam; - TfQuantizedConv2DT() - : biasflag(false), - activationType(FusedActivation_kTfLiteActNone), - multiplier(0), - outMax(0), - outMin(0), - shift(0), - depthMultiplier(0), - modelFormat(ModeFormat_TENSORFLOW) { - } -}; - -struct TfQuantizedConv2D FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TfQuantizedConv2DT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return TfQuantizedConv2DTypeTable(); - } - const flatbuffers::Vector *bias() const { - return GetPointer *>(4); - } - bool biasflag() const { - return GetField(6, 0) != 0; - } - const Convolution2DCommon *common() const { - return GetPointer(8); - } - const flatbuffers::Vector *weight() const { - return GetPointer *>(10); - } - FusedActivation activationType() const { - return static_cast(GetField(12, 0)); - } - int32_t multiplier() const { - return GetField(14, 0); - } - int32_t outMax() const { - return GetField(16, 0); - } - int32_t outMin() const { - return GetField(18, 0); - } - int32_t shift() const { - return GetField(20, 0); - } - const QuantizedParam *biasQuantizedParam() const { - return GetPointer(22); - } - int32_t depthMultiplier() const { - return GetField(24, 0); - } - const QuantizedParam *filterQuantizedParam() const { - return GetPointer(26); - } - const QuantizedParam *inputQuantizedParam() const { - return GetPointer(28); - } - ModeFormat modelFormat() const { - return static_cast(GetField(30, 0)); - } - const QuantizedParam *outputQuantizedParam() const { - return GetPointer(32); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(bias()) && - VerifyField(verifier, 6) && - VerifyOffset(verifier, 8) && - verifier.VerifyTable(common()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(weight()) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - VerifyField(verifier, 20) && - VerifyOffset(verifier, 22) && - verifier.VerifyTable(biasQuantizedParam()) && - VerifyField(verifier, 24) && - VerifyOffset(verifier, 26) && - verifier.VerifyTable(filterQuantizedParam()) && - VerifyOffset(verifier, 28) && - verifier.VerifyTable(inputQuantizedParam()) && - VerifyField(verifier, 30) && - VerifyOffset(verifier, 32) && - verifier.VerifyTable(outputQuantizedParam()) && - verifier.EndTable(); - } - TfQuantizedConv2DT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(TfQuantizedConv2DT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const TfQuantizedConv2DT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct TfQuantizedConv2DBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_bias(flatbuffers::Offset> bias) { - fbb_.AddOffset(4, bias); - } - void add_biasflag(bool biasflag) { - fbb_.AddElement(6, static_cast(biasflag), 0); - } - void add_common(flatbuffers::Offset common) { - fbb_.AddOffset(8, common); - } - void add_weight(flatbuffers::Offset> weight) { - fbb_.AddOffset(10, weight); - } - void add_activationType(FusedActivation activationType) { - fbb_.AddElement(12, static_cast(activationType), 0); - } - void add_multiplier(int32_t multiplier) { - fbb_.AddElement(14, multiplier, 0); - } - void add_outMax(int32_t outMax) { - fbb_.AddElement(16, outMax, 0); - } - void add_outMin(int32_t outMin) { - fbb_.AddElement(18, outMin, 0); - } - void add_shift(int32_t shift) { - fbb_.AddElement(20, shift, 0); - } - void add_biasQuantizedParam(flatbuffers::Offset biasQuantizedParam) { - fbb_.AddOffset(22, biasQuantizedParam); - } - void add_depthMultiplier(int32_t depthMultiplier) { - fbb_.AddElement(24, depthMultiplier, 0); - } - void add_filterQuantizedParam(flatbuffers::Offset filterQuantizedParam) { - fbb_.AddOffset(26, filterQuantizedParam); - } - void add_inputQuantizedParam(flatbuffers::Offset inputQuantizedParam) { - fbb_.AddOffset(28, inputQuantizedParam); - } - void add_modelFormat(ModeFormat modelFormat) { - fbb_.AddElement(30, static_cast(modelFormat), 0); - } - void add_outputQuantizedParam(flatbuffers::Offset outputQuantizedParam) { - fbb_.AddOffset(32, outputQuantizedParam); - } - explicit TfQuantizedConv2DBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - TfQuantizedConv2DBuilder &operator=(const TfQuantizedConv2DBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateTfQuantizedConv2D( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> bias = 0, - bool biasflag = false, - flatbuffers::Offset common = 0, - flatbuffers::Offset> weight = 0, - FusedActivation activationType = FusedActivation_kTfLiteActNone, - int32_t multiplier = 0, - int32_t outMax = 0, - int32_t outMin = 0, - int32_t shift = 0, - flatbuffers::Offset biasQuantizedParam = 0, - int32_t depthMultiplier = 0, - flatbuffers::Offset filterQuantizedParam = 0, - flatbuffers::Offset inputQuantizedParam = 0, - ModeFormat modelFormat = ModeFormat_TENSORFLOW, - flatbuffers::Offset outputQuantizedParam = 0) { - TfQuantizedConv2DBuilder builder_(_fbb); - builder_.add_outputQuantizedParam(outputQuantizedParam); - builder_.add_inputQuantizedParam(inputQuantizedParam); - builder_.add_filterQuantizedParam(filterQuantizedParam); - builder_.add_depthMultiplier(depthMultiplier); - builder_.add_biasQuantizedParam(biasQuantizedParam); - builder_.add_shift(shift); - builder_.add_outMin(outMin); - builder_.add_outMax(outMax); - builder_.add_multiplier(multiplier); - builder_.add_weight(weight); - builder_.add_common(common); - builder_.add_bias(bias); - builder_.add_modelFormat(modelFormat); - builder_.add_activationType(activationType); - builder_.add_biasflag(biasflag); - return builder_.Finish(); -} - -flatbuffers::Offset CreateTfQuantizedConv2D(flatbuffers::FlatBufferBuilder &_fbb, const TfQuantizedConv2DT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -inline QuantizedParamT *QuantizedParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedParam::UnPackTo(QuantizedParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = zeroPoint(); _o->zeroPoint = _e; }; - { auto _e = scale(); _o->scale = _e; }; -} - -inline flatbuffers::Offset QuantizedParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedParam(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _zeroPoint = _o->zeroPoint; - auto _scale = _o->scale; - return MNN::CreateQuantizedParam( - _fbb, - _zeroPoint, - _scale); -} - -inline QuantizedAddT *QuantizedAdd::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedAddT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedAdd::UnPackTo(QuantizedAddT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = activationType(); _o->activationType = _e; }; - { auto _e = input1QuantizedParam(); if (_e) _o->input1QuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = input2QuantizedParam(); if (_e) _o->input2QuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = outputQuantizedParam(); if (_e) _o->outputQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset QuantizedAdd::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAddT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedAdd(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedAdd(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAddT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedAddT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _activationType = _o->activationType; - auto _input1QuantizedParam = _o->input1QuantizedParam ? CreateQuantizedParam(_fbb, _o->input1QuantizedParam.get(), _rehasher) : 0; - auto _input2QuantizedParam = _o->input2QuantizedParam ? CreateQuantizedParam(_fbb, _o->input2QuantizedParam.get(), _rehasher) : 0; - auto _outputQuantizedParam = _o->outputQuantizedParam ? CreateQuantizedParam(_fbb, _o->outputQuantizedParam.get(), _rehasher) : 0; - return MNN::CreateQuantizedAdd( - _fbb, - _activationType, - _input1QuantizedParam, - _input2QuantizedParam, - _outputQuantizedParam); -} - -inline DequantizeT *Dequantize::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new DequantizeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Dequantize::UnPackTo(DequantizeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = inputQuantizedParam(); if (_e) _o->inputQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = mode(); _o->mode = _e; }; - { auto _e = modelFormat(); _o->modelFormat = _e; }; - { auto _e = type(); _o->type = _e; }; -} - -inline flatbuffers::Offset Dequantize::Pack(flatbuffers::FlatBufferBuilder &_fbb, const DequantizeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateDequantize(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateDequantize(flatbuffers::FlatBufferBuilder &_fbb, const DequantizeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const DequantizeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _inputQuantizedParam = _o->inputQuantizedParam ? CreateQuantizedParam(_fbb, _o->inputQuantizedParam.get(), _rehasher) : 0; - auto _mode = _o->mode; - auto _modelFormat = _o->modelFormat; - auto _type = _o->type; - return MNN::CreateDequantize( - _fbb, - _inputQuantizedParam, - _mode, - _modelFormat, - _type); -} - -inline QuantizedAvgPoolT *QuantizedAvgPool::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedAvgPoolT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedAvgPool::UnPackTo(QuantizedAvgPoolT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = kernelX(); _o->kernelX = _e; }; - { auto _e = kernelY(); _o->kernelY = _e; }; - { auto _e = modelFormat(); _o->modelFormat = _e; }; - { auto _e = outputActivationMax(); _o->outputActivationMax = _e; }; - { auto _e = outputActivationMin(); _o->outputActivationMin = _e; }; - { auto _e = padType(); _o->padType = _e; }; - { auto _e = padX(); _o->padX = _e; }; - { auto _e = padY(); _o->padY = _e; }; - { auto _e = strideX(); _o->strideX = _e; }; - { auto _e = strideY(); _o->strideY = _e; }; - { auto _e = type(); _o->type = _e; }; -} - -inline flatbuffers::Offset QuantizedAvgPool::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAvgPoolT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedAvgPool(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedAvgPool(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedAvgPoolT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedAvgPoolT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _kernelX = _o->kernelX; - auto _kernelY = _o->kernelY; - auto _modelFormat = _o->modelFormat; - auto _outputActivationMax = _o->outputActivationMax; - auto _outputActivationMin = _o->outputActivationMin; - auto _padType = _o->padType; - auto _padX = _o->padX; - auto _padY = _o->padY; - auto _strideX = _o->strideX; - auto _strideY = _o->strideY; - auto _type = _o->type; - return MNN::CreateQuantizedAvgPool( - _fbb, - _kernelX, - _kernelY, - _modelFormat, - _outputActivationMax, - _outputActivationMin, - _padType, - _padX, - _padY, - _strideX, - _strideY, - _type); -} - -inline QuantizedBiasAddT *QuantizedBiasAdd::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedBiasAddT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedBiasAdd::UnPackTo(QuantizedBiasAddT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = bias(); if (_e) { _o->bias.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->bias[_i] = _e->Get(_i); } } }; - { auto _e = inputType(); _o->inputType = _e; }; - { auto _e = max(); _o->max = _e; }; - { auto _e = min(); _o->min = _e; }; - { auto _e = outputType(); _o->outputType = _e; }; -} - -inline flatbuffers::Offset QuantizedBiasAdd::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedBiasAddT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedBiasAdd(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedBiasAdd(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedBiasAddT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedBiasAddT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _bias = _o->bias.size() ? _fbb.CreateVector(_o->bias) : 0; - auto _inputType = _o->inputType; - auto _max = _o->max; - auto _min = _o->min; - auto _outputType = _o->outputType; - return MNN::CreateQuantizedBiasAdd( - _fbb, - _bias, - _inputType, - _max, - _min, - _outputType); -} - -inline QuantizedConcatT *QuantizedConcat::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedConcatT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedConcat::UnPackTo(QuantizedConcatT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = activationType(); _o->activationType = _e; }; - { auto _e = axis(); _o->axis = _e; }; - { auto _e = inputScale(); if (_e) { _o->inputScale.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->inputScale[_i] = _e->Get(_i); } } }; - { auto _e = inputZeroPoint(); if (_e) { _o->inputZeroPoint.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->inputZeroPoint[_i] = _e->Get(_i); } } }; - { auto _e = outputQuantizedParam(); if (_e) _o->outputQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset QuantizedConcat::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedConcatT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedConcat(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedConcat(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedConcatT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedConcatT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _activationType = _o->activationType; - auto _axis = _o->axis; - auto _inputScale = _o->inputScale.size() ? _fbb.CreateVector(_o->inputScale) : 0; - auto _inputZeroPoint = _o->inputZeroPoint.size() ? _fbb.CreateVector(_o->inputZeroPoint) : 0; - auto _outputQuantizedParam = _o->outputQuantizedParam ? CreateQuantizedParam(_fbb, _o->outputQuantizedParam.get(), _rehasher) : 0; - return MNN::CreateQuantizedConcat( - _fbb, - _activationType, - _axis, - _inputScale, - _inputZeroPoint, - _outputQuantizedParam); -} - -inline QuantizedLogisticT *QuantizedLogistic::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedLogisticT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedLogistic::UnPackTo(QuantizedLogisticT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = inputQuantizedParam(); if (_e) _o->inputQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = outputQuantizedParam(); if (_e) _o->outputQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset QuantizedLogistic::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedLogisticT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedLogistic(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedLogistic(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedLogisticT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedLogisticT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _inputQuantizedParam = _o->inputQuantizedParam ? CreateQuantizedParam(_fbb, _o->inputQuantizedParam.get(), _rehasher) : 0; - auto _outputQuantizedParam = _o->outputQuantizedParam ? CreateQuantizedParam(_fbb, _o->outputQuantizedParam.get(), _rehasher) : 0; - return MNN::CreateQuantizedLogistic( - _fbb, - _inputQuantizedParam, - _outputQuantizedParam); -} - -inline QuantizedMatMulT *QuantizedMatMul::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedMatMulT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedMatMul::UnPackTo(QuantizedMatMulT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = transposeA(); _o->transposeA = _e; }; - { auto _e = transposeB(); _o->transposeB = _e; }; -} - -inline flatbuffers::Offset QuantizedMatMul::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMatMulT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedMatMul(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedMatMul(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMatMulT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedMatMulT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _transposeA = _o->transposeA; - auto _transposeB = _o->transposeB; - return MNN::CreateQuantizedMatMul( - _fbb, - _transposeA, - _transposeB); -} - -inline QuantizedMaxPoolT *QuantizedMaxPool::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedMaxPoolT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedMaxPool::UnPackTo(QuantizedMaxPoolT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = kernelX(); _o->kernelX = _e; }; - { auto _e = kernelY(); _o->kernelY = _e; }; - { auto _e = modelFormat(); _o->modelFormat = _e; }; - { auto _e = outputActivationMax(); _o->outputActivationMax = _e; }; - { auto _e = outputActivationMin(); _o->outputActivationMin = _e; }; - { auto _e = padType(); _o->padType = _e; }; - { auto _e = padX(); _o->padX = _e; }; - { auto _e = padY(); _o->padY = _e; }; - { auto _e = strideX(); _o->strideX = _e; }; - { auto _e = strideY(); _o->strideY = _e; }; - { auto _e = type(); _o->type = _e; }; -} - -inline flatbuffers::Offset QuantizedMaxPool::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMaxPoolT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedMaxPool(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedMaxPool(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedMaxPoolT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedMaxPoolT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _kernelX = _o->kernelX; - auto _kernelY = _o->kernelY; - auto _modelFormat = _o->modelFormat; - auto _outputActivationMax = _o->outputActivationMax; - auto _outputActivationMin = _o->outputActivationMin; - auto _padType = _o->padType; - auto _padX = _o->padX; - auto _padY = _o->padY; - auto _strideX = _o->strideX; - auto _strideY = _o->strideY; - auto _type = _o->type; - return MNN::CreateQuantizedMaxPool( - _fbb, - _kernelX, - _kernelY, - _modelFormat, - _outputActivationMax, - _outputActivationMin, - _padType, - _padX, - _padY, - _strideX, - _strideY, - _type); -} - -inline QuantizedReluT *QuantizedRelu::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedReluT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedRelu::UnPackTo(QuantizedReluT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = type(); _o->type = _e; }; -} - -inline flatbuffers::Offset QuantizedRelu::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReluT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedRelu(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedRelu(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReluT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedReluT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _type = _o->type; - return MNN::CreateQuantizedRelu( - _fbb, - _type); -} - -inline QuantizedRelu6T *QuantizedRelu6::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedRelu6T(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedRelu6::UnPackTo(QuantizedRelu6T *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = type(); _o->type = _e; }; -} - -inline flatbuffers::Offset QuantizedRelu6::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedRelu6T* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedRelu6(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedRelu6(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedRelu6T *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedRelu6T* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _type = _o->type; - return MNN::CreateQuantizedRelu6( - _fbb, - _type); -} - -inline QuantizedReshapeT *QuantizedReshape::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedReshapeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedReshape::UnPackTo(QuantizedReshapeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dims(); if (_e) { _o->dims.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dims[_i] = _e->Get(_i); } } }; - { auto _e = modelFormat(); _o->modelFormat = _e; }; -} - -inline flatbuffers::Offset QuantizedReshape::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReshapeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedReshape(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedReshape(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedReshapeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedReshapeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dims = _o->dims.size() ? _fbb.CreateVector(_o->dims) : 0; - auto _modelFormat = _o->modelFormat; - return MNN::CreateQuantizedReshape( - _fbb, - _dims, - _modelFormat); -} - -inline QuantizedSoftmaxT *QuantizedSoftmax::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizedSoftmaxT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizedSoftmax::UnPackTo(QuantizedSoftmaxT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = beta(); _o->beta = _e; }; - { auto _e = inputScale(); _o->inputScale = _e; }; -} - -inline flatbuffers::Offset QuantizedSoftmax::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedSoftmaxT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizedSoftmax(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizedSoftmax(flatbuffers::FlatBufferBuilder &_fbb, const QuantizedSoftmaxT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizedSoftmaxT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _beta = _o->beta; - auto _inputScale = _o->inputScale; - return MNN::CreateQuantizedSoftmax( - _fbb, - _beta, - _inputScale); -} - -inline QuantizeV2T *QuantizeV2::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizeV2T(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizeV2::UnPackTo(QuantizeV2T *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = type(); _o->type = _e; }; - { auto _e = mode(); _o->mode = _e; }; - { auto _e = roundMode(); _o->roundMode = _e; }; -} - -inline flatbuffers::Offset QuantizeV2::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeV2T* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizeV2(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizeV2(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeV2T *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizeV2T* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _type = _o->type; - auto _mode = _o->mode; - auto _roundMode = _o->roundMode; - return MNN::CreateQuantizeV2( - _fbb, - _type, - _mode, - _roundMode); -} - -inline RequantizationRangeT *RequantizationRange::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RequantizationRangeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void RequantizationRange::UnPackTo(RequantizationRangeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; -} - -inline flatbuffers::Offset RequantizationRange::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RequantizationRangeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRequantizationRange(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRequantizationRange(flatbuffers::FlatBufferBuilder &_fbb, const RequantizationRangeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RequantizationRangeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - return MNN::CreateRequantizationRange( - _fbb); -} - -inline RequantizeT *Requantize::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RequantizeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Requantize::UnPackTo(RequantizeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; -} - -inline flatbuffers::Offset Requantize::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RequantizeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRequantize(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRequantize(flatbuffers::FlatBufferBuilder &_fbb, const RequantizeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RequantizeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - return MNN::CreateRequantize( - _fbb); -} - -inline TfQuantizedConv2DT *TfQuantizedConv2D::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new TfQuantizedConv2DT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void TfQuantizedConv2D::UnPackTo(TfQuantizedConv2DT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = bias(); if (_e) { _o->bias.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->bias[_i] = _e->Get(_i); } } }; - { auto _e = biasflag(); _o->biasflag = _e; }; - { auto _e = common(); if (_e) _o->common = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = weight(); if (_e) { _o->weight.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->weight[_i] = _e->Get(_i); } } }; - { auto _e = activationType(); _o->activationType = _e; }; - { auto _e = multiplier(); _o->multiplier = _e; }; - { auto _e = outMax(); _o->outMax = _e; }; - { auto _e = outMin(); _o->outMin = _e; }; - { auto _e = shift(); _o->shift = _e; }; - { auto _e = biasQuantizedParam(); if (_e) _o->biasQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = depthMultiplier(); _o->depthMultiplier = _e; }; - { auto _e = filterQuantizedParam(); if (_e) _o->filterQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = inputQuantizedParam(); if (_e) _o->inputQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = modelFormat(); _o->modelFormat = _e; }; - { auto _e = outputQuantizedParam(); if (_e) _o->outputQuantizedParam = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset TfQuantizedConv2D::Pack(flatbuffers::FlatBufferBuilder &_fbb, const TfQuantizedConv2DT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateTfQuantizedConv2D(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateTfQuantizedConv2D(flatbuffers::FlatBufferBuilder &_fbb, const TfQuantizedConv2DT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const TfQuantizedConv2DT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _bias = _o->bias.size() ? _fbb.CreateVector(_o->bias) : 0; - auto _biasflag = _o->biasflag; - auto _common = _o->common ? CreateConvolution2DCommon(_fbb, _o->common.get(), _rehasher) : 0; - auto _weight = _o->weight.size() ? _fbb.CreateVector(_o->weight) : 0; - auto _activationType = _o->activationType; - auto _multiplier = _o->multiplier; - auto _outMax = _o->outMax; - auto _outMin = _o->outMin; - auto _shift = _o->shift; - auto _biasQuantizedParam = _o->biasQuantizedParam ? CreateQuantizedParam(_fbb, _o->biasQuantizedParam.get(), _rehasher) : 0; - auto _depthMultiplier = _o->depthMultiplier; - auto _filterQuantizedParam = _o->filterQuantizedParam ? CreateQuantizedParam(_fbb, _o->filterQuantizedParam.get(), _rehasher) : 0; - auto _inputQuantizedParam = _o->inputQuantizedParam ? CreateQuantizedParam(_fbb, _o->inputQuantizedParam.get(), _rehasher) : 0; - auto _modelFormat = _o->modelFormat; - auto _outputQuantizedParam = _o->outputQuantizedParam ? CreateQuantizedParam(_fbb, _o->outputQuantizedParam.get(), _rehasher) : 0; - return MNN::CreateTfQuantizedConv2D( - _fbb, - _bias, - _biasflag, - _common, - _weight, - _activationType, - _multiplier, - _outMax, - _outMin, - _shift, - _biasQuantizedParam, - _depthMultiplier, - _filterQuantizedParam, - _inputQuantizedParam, - _modelFormat, - _outputQuantizedParam); -} - -inline const flatbuffers::TypeTable *FusedActivationTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - FusedActivationTypeTable - }; - static const char * const names[] = { - "kTfLiteActNone", - "kTfLiteActRelu", - "kTfLiteActRelu1", - "kTfLiteActRelu6", - "kTfLiteActTanh", - "kTfLiteActSignBit", - "kTfLiteActSigmoid" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 7, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ModeFormatTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ModeFormatTypeTable - }; - static const char * const names[] = { - "TENSORFLOW", - "TFLITE" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizeModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - QuantizeModeTypeTable - }; - static const char * const names[] = { - "MIN_COMBINED", - "MIN_FIRST", - "SCALED" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizeRoundModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - QuantizeRoundModeTypeTable - }; - static const char * const names[] = { - "HALF_AWAY_FROM_ZERO", - "HALF_TO_EVEN" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "zeroPoint", - "scale" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedAddTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - FusedActivationTypeTable, - QuantizedParamTypeTable - }; - static const char * const names[] = { - "activationType", - "input1QuantizedParam", - "input2QuantizedParam", - "outputQuantizedParam" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *DequantizeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_CHAR, 0, 2 }, - { flatbuffers::ET_INT, 0, 3 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - QuantizedParamTypeTable, - QuantizeModeTypeTable, - ModeFormatTypeTable, - DataTypeTypeTable - }; - static const char * const names[] = { - "inputQuantizedParam", - "mode", - "modelFormat", - "type" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedAvgPoolTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, 2 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ModeFormatTypeTable, - PoolPadTypeTypeTable, - DataTypeTypeTable - }; - static const char * const names[] = { - "kernelX", - "kernelY", - "modelFormat", - "outputActivationMax", - "outputActivationMin", - "padType", - "padX", - "padY", - "strideX", - "strideY", - "type" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 11, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedBiasAddTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "bias", - "inputType", - "max", - "min", - "outputType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedConcatTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - FusedActivationTypeTable, - QuantizedParamTypeTable - }; - static const char * const names[] = { - "activationType", - "axis", - "inputScale", - "inputZeroPoint", - "outputQuantizedParam" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedLogisticTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - QuantizedParamTypeTable - }; - static const char * const names[] = { - "inputQuantizedParam", - "outputQuantizedParam" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedMatMulTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const char * const names[] = { - "transposeA", - "transposeB" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedMaxPoolTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, 2 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ModeFormatTypeTable, - PoolPadTypeTypeTable, - DataTypeTypeTable - }; - static const char * const names[] = { - "kernelX", - "kernelY", - "modelFormat", - "outputActivationMax", - "outputActivationMin", - "padType", - "padX", - "padY", - "strideX", - "strideY", - "type" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 11, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedReluTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "type" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedRelu6TypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "type" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedReshapeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ModeFormatTypeTable - }; - static const char * const names[] = { - "dims", - "modelFormat" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizedSoftmaxTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "beta", - "inputScale" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizeV2TypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_CHAR, 0, 2 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable, - QuantizeModeTypeTable, - QuantizeRoundModeTypeTable - }; - static const char * const names[] = { - "type", - "mode", - "roundMode" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RequantizationRangeTypeTable() { - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 0, nullptr, nullptr, nullptr, nullptr - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RequantizeTypeTable() { - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 0, nullptr, nullptr, nullptr, nullptr - }; - return &tt; -} - -inline const flatbuffers::TypeTable *TfQuantizedConv2DTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_UCHAR, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 2 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 2 }, - { flatbuffers::ET_SEQUENCE, 0, 2 }, - { flatbuffers::ET_CHAR, 0, 3 }, - { flatbuffers::ET_SEQUENCE, 0, 2 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - Convolution2DCommonTypeTable, - FusedActivationTypeTable, - QuantizedParamTypeTable, - ModeFormatTypeTable - }; - static const char * const names[] = { - "bias", - "biasflag", - "common", - "weight", - "activationType", - "multiplier", - "outMax", - "outMin", - "shift", - "biasQuantizedParam", - "depthMultiplier", - "filterQuantizedParam", - "inputQuantizedParam", - "modelFormat", - "outputQuantizedParam" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 15, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_TFQUANTIZEOP_MNN_H_ diff --git a/schema/current/Tensor_generated.h b/schema/current/Tensor_generated.h deleted file mode 100644 index 7fcacf96a..000000000 --- a/schema/current/Tensor_generated.h +++ /dev/null @@ -1,847 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_TENSOR_MNN_H_ -#define FLATBUFFERS_GENERATED_TENSOR_MNN_H_ - - -#include "Type_generated.h" - -namespace MNN { - -struct Blob; -struct BlobT; - -struct ListValue; -struct ListValueT; - -struct Attribute; -struct AttributeT; - -struct NamedAttrList; -struct NamedAttrListT; - -inline const flatbuffers::TypeTable *BlobTypeTable(); - -inline const flatbuffers::TypeTable *ListValueTypeTable(); - -inline const flatbuffers::TypeTable *AttributeTypeTable(); - -inline const flatbuffers::TypeTable *NamedAttrListTypeTable(); - -enum MNN_DATA_FORMAT { - MNN_DATA_FORMAT_NCHW = 0, - MNN_DATA_FORMAT_NHWC = 1, - MNN_DATA_FORMAT_NC4HW4 = 2, - MNN_DATA_FORMAT_NHWC4 = 3, - MNN_DATA_FORMAT_UNKNOWN = 4, - MNN_DATA_FORMAT_MIN = MNN_DATA_FORMAT_NCHW, - MNN_DATA_FORMAT_MAX = MNN_DATA_FORMAT_UNKNOWN -}; - -inline const MNN_DATA_FORMAT (&EnumValuesMNN_DATA_FORMAT())[5] { - static const MNN_DATA_FORMAT values[] = { - MNN_DATA_FORMAT_NCHW, - MNN_DATA_FORMAT_NHWC, - MNN_DATA_FORMAT_NC4HW4, - MNN_DATA_FORMAT_NHWC4, - MNN_DATA_FORMAT_UNKNOWN - }; - return values; -} - -inline const char * const *EnumNamesMNN_DATA_FORMAT() { - static const char * const names[] = { - "NCHW", - "NHWC", - "NC4HW4", - "NHWC4", - "UNKNOWN", - nullptr - }; - return names; -} - -inline const char *EnumNameMNN_DATA_FORMAT(MNN_DATA_FORMAT e) { - if (e < MNN_DATA_FORMAT_NCHW || e > MNN_DATA_FORMAT_UNKNOWN) return ""; - const size_t index = static_cast(e); - return EnumNamesMNN_DATA_FORMAT()[index]; -} - -struct BlobT : public flatbuffers::NativeTable { - typedef Blob TableType; - std::vector dims; - MNN_DATA_FORMAT dataFormat; - DataType dataType; - std::vector uint8s; - std::vector int8s; - std::vector int32s; - std::vector int64s; - std::vector float32s; - std::vector strings; - std::vector external; - BlobT() - : dataFormat(MNN_DATA_FORMAT_NCHW), - dataType(DataType_DT_FLOAT) { - } -}; - -struct Blob FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BlobT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return BlobTypeTable(); - } - const flatbuffers::Vector *dims() const { - return GetPointer *>(4); - } - MNN_DATA_FORMAT dataFormat() const { - return static_cast(GetField(6, 0)); - } - DataType dataType() const { - return static_cast(GetField(8, 1)); - } - const flatbuffers::Vector *uint8s() const { - return GetPointer *>(10); - } - const flatbuffers::Vector *int8s() const { - return GetPointer *>(12); - } - const flatbuffers::Vector *int32s() const { - return GetPointer *>(14); - } - const flatbuffers::Vector *int64s() const { - return GetPointer *>(16); - } - const flatbuffers::Vector *float32s() const { - return GetPointer *>(18); - } - const flatbuffers::Vector> *strings() const { - return GetPointer> *>(20); - } - const flatbuffers::Vector *external() const { - return GetPointer *>(22); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(dims()) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(uint8s()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(int8s()) && - VerifyOffset(verifier, 14) && - verifier.VerifyVector(int32s()) && - VerifyOffset(verifier, 16) && - verifier.VerifyVector(int64s()) && - VerifyOffset(verifier, 18) && - verifier.VerifyVector(float32s()) && - VerifyOffset(verifier, 20) && - verifier.VerifyVector(strings()) && - verifier.VerifyVectorOfStrings(strings()) && - VerifyOffset(verifier, 22) && - verifier.VerifyVector(external()) && - verifier.EndTable(); - } - BlobT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(BlobT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const BlobT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct BlobBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dims(flatbuffers::Offset> dims) { - fbb_.AddOffset(4, dims); - } - void add_dataFormat(MNN_DATA_FORMAT dataFormat) { - fbb_.AddElement(6, static_cast(dataFormat), 0); - } - void add_dataType(DataType dataType) { - fbb_.AddElement(8, static_cast(dataType), 1); - } - void add_uint8s(flatbuffers::Offset> uint8s) { - fbb_.AddOffset(10, uint8s); - } - void add_int8s(flatbuffers::Offset> int8s) { - fbb_.AddOffset(12, int8s); - } - void add_int32s(flatbuffers::Offset> int32s) { - fbb_.AddOffset(14, int32s); - } - void add_int64s(flatbuffers::Offset> int64s) { - fbb_.AddOffset(16, int64s); - } - void add_float32s(flatbuffers::Offset> float32s) { - fbb_.AddOffset(18, float32s); - } - void add_strings(flatbuffers::Offset>> strings) { - fbb_.AddOffset(20, strings); - } - void add_external(flatbuffers::Offset> external) { - fbb_.AddOffset(22, external); - } - explicit BlobBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - BlobBuilder &operator=(const BlobBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateBlob( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> dims = 0, - MNN_DATA_FORMAT dataFormat = MNN_DATA_FORMAT_NCHW, - DataType dataType = DataType_DT_FLOAT, - flatbuffers::Offset> uint8s = 0, - flatbuffers::Offset> int8s = 0, - flatbuffers::Offset> int32s = 0, - flatbuffers::Offset> int64s = 0, - flatbuffers::Offset> float32s = 0, - flatbuffers::Offset>> strings = 0, - flatbuffers::Offset> external = 0) { - BlobBuilder builder_(_fbb); - builder_.add_external(external); - builder_.add_strings(strings); - builder_.add_float32s(float32s); - builder_.add_int64s(int64s); - builder_.add_int32s(int32s); - builder_.add_int8s(int8s); - builder_.add_uint8s(uint8s); - builder_.add_dataType(dataType); - builder_.add_dims(dims); - builder_.add_dataFormat(dataFormat); - return builder_.Finish(); -} - -flatbuffers::Offset CreateBlob(flatbuffers::FlatBufferBuilder &_fbb, const BlobT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ListValueT : public flatbuffers::NativeTable { - typedef ListValue TableType; - std::vector s; - std::vector i; - std::vector f; - std::vector b; - std::vector type; - ListValueT() { - } -}; - -struct ListValue FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ListValueT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ListValueTypeTable(); - } - const flatbuffers::Vector> *s() const { - return GetPointer> *>(4); - } - const flatbuffers::Vector *i() const { - return GetPointer *>(6); - } - const flatbuffers::Vector *f() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *b() const { - return GetPointer *>(10); - } - const flatbuffers::Vector *type() const { - return GetPointer *>(12); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(s()) && - verifier.VerifyVectorOfStrings(s()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(i()) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(f()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(b()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(type()) && - verifier.EndTable(); - } - ListValueT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ListValueT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ListValueT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ListValueBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_s(flatbuffers::Offset>> s) { - fbb_.AddOffset(4, s); - } - void add_i(flatbuffers::Offset> i) { - fbb_.AddOffset(6, i); - } - void add_f(flatbuffers::Offset> f) { - fbb_.AddOffset(8, f); - } - void add_b(flatbuffers::Offset> b) { - fbb_.AddOffset(10, b); - } - void add_type(flatbuffers::Offset> type) { - fbb_.AddOffset(12, type); - } - explicit ListValueBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ListValueBuilder &operator=(const ListValueBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateListValue( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset>> s = 0, - flatbuffers::Offset> i = 0, - flatbuffers::Offset> f = 0, - flatbuffers::Offset> b = 0, - flatbuffers::Offset> type = 0) { - ListValueBuilder builder_(_fbb); - builder_.add_type(type); - builder_.add_b(b); - builder_.add_f(f); - builder_.add_i(i); - builder_.add_s(s); - return builder_.Finish(); -} - -flatbuffers::Offset CreateListValue(flatbuffers::FlatBufferBuilder &_fbb, const ListValueT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct AttributeT : public flatbuffers::NativeTable { - typedef Attribute TableType; - std::string s; - int32_t i; - bool b; - std::string key; - DataType type; - float f; - std::unique_ptr tensor; - std::unique_ptr list; - std::unique_ptr func; - AttributeT() - : i(0), - b(false), - type(DataType_DT_INVALID), - f(0.0f) { - } -}; - -struct Attribute FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef AttributeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return AttributeTypeTable(); - } - const flatbuffers::String *s() const { - return GetPointer(4); - } - int32_t i() const { - return GetField(6, 0); - } - bool b() const { - return GetField(8, 0) != 0; - } - const flatbuffers::String *key() const { - return GetPointer(10); - } - bool KeyCompareLessThan(const Attribute *o) const { - return *key() < *o->key(); - } - int KeyCompareWithValue(const char *val) const { - return strcmp(key()->c_str(), val); - } - DataType type() const { - return static_cast(GetField(12, 0)); - } - float f() const { - return GetField(14, 0.0f); - } - const Blob *tensor() const { - return GetPointer(16); - } - const ListValue *list() const { - return GetPointer(18); - } - const NamedAttrList *func() const { - return GetPointer(20); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(s()) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyOffsetRequired(verifier, 10) && - verifier.VerifyString(key()) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyOffset(verifier, 16) && - verifier.VerifyTable(tensor()) && - VerifyOffset(verifier, 18) && - verifier.VerifyTable(list()) && - VerifyOffset(verifier, 20) && - verifier.VerifyTable(func()) && - verifier.EndTable(); - } - AttributeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(AttributeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const AttributeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct AttributeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_s(flatbuffers::Offset s) { - fbb_.AddOffset(4, s); - } - void add_i(int32_t i) { - fbb_.AddElement(6, i, 0); - } - void add_b(bool b) { - fbb_.AddElement(8, static_cast(b), 0); - } - void add_key(flatbuffers::Offset key) { - fbb_.AddOffset(10, key); - } - void add_type(DataType type) { - fbb_.AddElement(12, static_cast(type), 0); - } - void add_f(float f) { - fbb_.AddElement(14, f, 0.0f); - } - void add_tensor(flatbuffers::Offset tensor) { - fbb_.AddOffset(16, tensor); - } - void add_list(flatbuffers::Offset list) { - fbb_.AddOffset(18, list); - } - void add_func(flatbuffers::Offset func) { - fbb_.AddOffset(20, func); - } - explicit AttributeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - AttributeBuilder &operator=(const AttributeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - fbb_.Required(o, 10); - return o; - } -}; - -inline flatbuffers::Offset CreateAttribute( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset s = 0, - int32_t i = 0, - bool b = false, - flatbuffers::Offset key = 0, - DataType type = DataType_DT_INVALID, - float f = 0.0f, - flatbuffers::Offset tensor = 0, - flatbuffers::Offset list = 0, - flatbuffers::Offset func = 0) { - AttributeBuilder builder_(_fbb); - builder_.add_func(func); - builder_.add_list(list); - builder_.add_tensor(tensor); - builder_.add_f(f); - builder_.add_type(type); - builder_.add_key(key); - builder_.add_i(i); - builder_.add_s(s); - builder_.add_b(b); - return builder_.Finish(); -} - -flatbuffers::Offset CreateAttribute(flatbuffers::FlatBufferBuilder &_fbb, const AttributeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct NamedAttrListT : public flatbuffers::NativeTable { - typedef NamedAttrList TableType; - std::string name; - std::vector> attr; - NamedAttrListT() { - } -}; - -struct NamedAttrList FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NamedAttrListT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return NamedAttrListTypeTable(); - } - const flatbuffers::String *name() const { - return GetPointer(4); - } - const flatbuffers::Vector> *attr() const { - return GetPointer> *>(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyString(name()) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(attr()) && - verifier.VerifyVectorOfTables(attr()) && - verifier.EndTable(); - } - NamedAttrListT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(NamedAttrListT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const NamedAttrListT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct NamedAttrListBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_name(flatbuffers::Offset name) { - fbb_.AddOffset(4, name); - } - void add_attr(flatbuffers::Offset>> attr) { - fbb_.AddOffset(6, attr); - } - explicit NamedAttrListBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - NamedAttrListBuilder &operator=(const NamedAttrListBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateNamedAttrList( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset name = 0, - flatbuffers::Offset>> attr = 0) { - NamedAttrListBuilder builder_(_fbb); - builder_.add_attr(attr); - builder_.add_name(name); - return builder_.Finish(); -} - -flatbuffers::Offset CreateNamedAttrList(flatbuffers::FlatBufferBuilder &_fbb, const NamedAttrListT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -inline BlobT *Blob::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new BlobT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Blob::UnPackTo(BlobT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dims(); if (_e) { _o->dims.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dims[_i] = _e->Get(_i); } } }; - { auto _e = dataFormat(); _o->dataFormat = _e; }; - { auto _e = dataType(); _o->dataType = _e; }; - { auto _e = uint8s(); if (_e) { _o->uint8s.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->uint8s[_i] = _e->Get(_i); } } }; - { auto _e = int8s(); if (_e) { _o->int8s.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->int8s[_i] = _e->Get(_i); } } }; - { auto _e = int32s(); if (_e) { _o->int32s.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->int32s[_i] = _e->Get(_i); } } }; - { auto _e = int64s(); if (_e) { _o->int64s.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->int64s[_i] = _e->Get(_i); } } }; - { auto _e = float32s(); if (_e) { _o->float32s.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->float32s[_i] = _e->Get(_i); } } }; - { auto _e = strings(); if (_e) { _o->strings.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->strings[_i] = _e->Get(_i)->str(); } } }; - { auto _e = external(); if (_e) { _o->external.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->external[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Blob::Pack(flatbuffers::FlatBufferBuilder &_fbb, const BlobT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateBlob(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateBlob(flatbuffers::FlatBufferBuilder &_fbb, const BlobT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const BlobT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dims = _o->dims.size() ? _fbb.CreateVector(_o->dims) : 0; - auto _dataFormat = _o->dataFormat; - auto _dataType = _o->dataType; - auto _uint8s = _o->uint8s.size() ? _fbb.CreateVector(_o->uint8s) : 0; - auto _int8s = _o->int8s.size() ? _fbb.CreateVector(_o->int8s) : 0; - auto _int32s = _o->int32s.size() ? _fbb.CreateVector(_o->int32s) : 0; - auto _int64s = _o->int64s.size() ? _fbb.CreateVector(_o->int64s) : 0; - auto _float32s = _o->float32s.size() ? _fbb.CreateVector(_o->float32s) : 0; - auto _strings = _o->strings.size() ? _fbb.CreateVectorOfStrings(_o->strings) : 0; - auto _external = _o->external.size() ? _fbb.CreateVector(_o->external) : 0; - return MNN::CreateBlob( - _fbb, - _dims, - _dataFormat, - _dataType, - _uint8s, - _int8s, - _int32s, - _int64s, - _float32s, - _strings, - _external); -} - -inline ListValueT *ListValue::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ListValueT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ListValue::UnPackTo(ListValueT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = s(); if (_e) { _o->s.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->s[_i] = _e->Get(_i)->str(); } } }; - { auto _e = i(); if (_e) { _o->i.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->i[_i] = _e->Get(_i); } } }; - { auto _e = f(); if (_e) { _o->f.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->f[_i] = _e->Get(_i); } } }; - { auto _e = b(); if (_e) { _o->b.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->b[_i] = _e->Get(_i) != 0; } } }; - { auto _e = type(); if (_e) { _o->type.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->type[_i] = static_cast(_e->Get(_i)); } } }; -} - -inline flatbuffers::Offset ListValue::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ListValueT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateListValue(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateListValue(flatbuffers::FlatBufferBuilder &_fbb, const ListValueT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ListValueT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _s = _o->s.size() ? _fbb.CreateVectorOfStrings(_o->s) : 0; - auto _i = _o->i.size() ? _fbb.CreateVector(_o->i) : 0; - auto _f = _o->f.size() ? _fbb.CreateVector(_o->f) : 0; - auto _b = _o->b.size() ? _fbb.CreateVector(_o->b) : 0; - auto _type = _o->type.size() ? _fbb.CreateVectorScalarCast(flatbuffers::data(_o->type), _o->type.size()) : 0; - return MNN::CreateListValue( - _fbb, - _s, - _i, - _f, - _b, - _type); -} - -inline AttributeT *Attribute::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new AttributeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Attribute::UnPackTo(AttributeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = s(); if (_e) _o->s = _e->str(); }; - { auto _e = i(); _o->i = _e; }; - { auto _e = b(); _o->b = _e; }; - { auto _e = key(); if (_e) _o->key = _e->str(); }; - { auto _e = type(); _o->type = _e; }; - { auto _e = f(); _o->f = _e; }; - { auto _e = tensor(); if (_e) _o->tensor = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = list(); if (_e) _o->list = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = func(); if (_e) _o->func = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset Attribute::Pack(flatbuffers::FlatBufferBuilder &_fbb, const AttributeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateAttribute(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateAttribute(flatbuffers::FlatBufferBuilder &_fbb, const AttributeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const AttributeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _s = _o->s.empty() ? 0 : _fbb.CreateString(_o->s); - auto _i = _o->i; - auto _b = _o->b; - auto _key = _fbb.CreateString(_o->key); - auto _type = _o->type; - auto _f = _o->f; - auto _tensor = _o->tensor ? CreateBlob(_fbb, _o->tensor.get(), _rehasher) : 0; - auto _list = _o->list ? CreateListValue(_fbb, _o->list.get(), _rehasher) : 0; - auto _func = _o->func ? CreateNamedAttrList(_fbb, _o->func.get(), _rehasher) : 0; - return MNN::CreateAttribute( - _fbb, - _s, - _i, - _b, - _key, - _type, - _f, - _tensor, - _list, - _func); -} - -inline NamedAttrListT *NamedAttrList::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new NamedAttrListT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void NamedAttrList::UnPackTo(NamedAttrListT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = name(); if (_e) _o->name = _e->str(); }; - { auto _e = attr(); if (_e) { _o->attr.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->attr[_i] = std::unique_ptr(_e->Get(_i)->UnPack(_resolver)); } } }; -} - -inline flatbuffers::Offset NamedAttrList::Pack(flatbuffers::FlatBufferBuilder &_fbb, const NamedAttrListT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateNamedAttrList(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateNamedAttrList(flatbuffers::FlatBufferBuilder &_fbb, const NamedAttrListT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const NamedAttrListT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _name = _o->name.empty() ? 0 : _fbb.CreateString(_o->name); - auto _attr = _o->attr.size() ? _fbb.CreateVector> (_o->attr.size(), [](size_t i, _VectorArgs *__va) { return CreateAttribute(*__va->__fbb, __va->__o->attr[i].get(), __va->__rehasher); }, &_va ) : 0; - return MNN::CreateNamedAttrList( - _fbb, - _name, - _attr); -} - -inline const flatbuffers::TypeTable *MNN_DATA_FORMATTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - MNN_DATA_FORMATTypeTable - }; - static const char * const names[] = { - "NCHW", - "NHWC", - "NC4HW4", - "NHWC4", - "UNKNOWN" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *BlobTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, 1 }, - { flatbuffers::ET_UCHAR, 1, -1 }, - { flatbuffers::ET_CHAR, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_LONG, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_STRING, 1, -1 }, - { flatbuffers::ET_LONG, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - MNN_DATA_FORMATTypeTable, - DataTypeTypeTable - }; - static const char * const names[] = { - "dims", - "dataFormat", - "dataType", - "uint8s", - "int8s", - "int32s", - "int64s", - "float32s", - "strings", - "external" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 10, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ListValueTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 1, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_BOOL, 1, -1 }, - { flatbuffers::ET_INT, 1, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "s", - "i", - "f", - "b", - "type" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *AttributeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 1 }, - { flatbuffers::ET_SEQUENCE, 0, 2 }, - { flatbuffers::ET_SEQUENCE, 0, 3 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable, - BlobTypeTable, - ListValueTypeTable, - NamedAttrListTypeTable - }; - static const char * const names[] = { - "s", - "i", - "b", - "key", - "type", - "f", - "tensor", - "list", - "func" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 9, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *NamedAttrListTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_STRING, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 1, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - AttributeTypeTable - }; - static const char * const names[] = { - "name", - "attr" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_TENSOR_MNN_H_ diff --git a/schema/current/TensorflowOp_generated.h b/schema/current/TensorflowOp_generated.h deleted file mode 100644 index 4320f4c64..000000000 --- a/schema/current/TensorflowOp_generated.h +++ /dev/null @@ -1,5712 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_TENSORFLOWOP_MNN_H_ -#define FLATBUFFERS_GENERATED_TENSORFLOWOP_MNN_H_ - - -#include "Tensor_generated.h" -#include "Type_generated.h" - -namespace MNN { - -struct BinaryOp; -struct BinaryOpT; - -struct PackParam; -struct PackParamT; - -struct StridedSliceParam; -struct StridedSliceParamT; - -struct SqueezeParam; -struct SqueezeParamT; - -struct CastParam; -struct CastParamT; - -struct ReductionParam; -struct ReductionParamT; - -struct Gather; -struct GatherT; - -struct ExpandDims; -struct ExpandDimsT; - -struct Selu; -struct SeluT; - -struct AsString; -struct AsStringT; - -struct ReduceJoin; -struct ReduceJoinT; - -struct UnaryOp; -struct UnaryOpT; - -struct TopKV2; -struct TopKV2T; - -struct CropAndResize; -struct CropAndResizeT; - -struct Fill; -struct FillT; - -struct GatherV2; -struct GatherV2T; - -struct NonMaxSuppressionV2; -struct NonMaxSuppressionV2T; - -struct Range; -struct RangeT; - -struct Rank; -struct RankT; - -struct Size; -struct SizeT; - -struct Transpose; -struct TransposeT; - -struct SliceTf; -struct SliceTfT; - -struct QuantizeMaxMin; -struct QuantizeMaxMinT; - -struct Crop; -struct CropT; - -struct SpaceBatch; -struct SpaceBatchT; - -struct MatMul; -struct MatMulT; - -struct MomentsParam; -struct MomentsParamT; - -struct RNNParam; -struct RNNParamT; - -struct BatchMatMulParam; -struct BatchMatMulParamT; - -struct DepthSpaceParam; -struct DepthSpaceParamT; - -struct ReverseSequenceParam; -struct ReverseSequenceParamT; - -struct DetectionPostProcessParam; -struct DetectionPostProcessParamT; - -struct OneHotParam; -struct OneHotParamT; - -struct PadParam; -struct PadParamT; - -struct LayerNorm; -struct LayerNormT; - -struct RandomUniform; -struct RandomUniformT; - -struct TensorArray; -struct TensorArrayT; - -struct LSTMBlockCell; -struct LSTMBlockCellT; - -inline const flatbuffers::TypeTable *BinaryOpTypeTable(); - -inline const flatbuffers::TypeTable *PackParamTypeTable(); - -inline const flatbuffers::TypeTable *StridedSliceParamTypeTable(); - -inline const flatbuffers::TypeTable *SqueezeParamTypeTable(); - -inline const flatbuffers::TypeTable *CastParamTypeTable(); - -inline const flatbuffers::TypeTable *ReductionParamTypeTable(); - -inline const flatbuffers::TypeTable *GatherTypeTable(); - -inline const flatbuffers::TypeTable *ExpandDimsTypeTable(); - -inline const flatbuffers::TypeTable *SeluTypeTable(); - -inline const flatbuffers::TypeTable *AsStringTypeTable(); - -inline const flatbuffers::TypeTable *ReduceJoinTypeTable(); - -inline const flatbuffers::TypeTable *UnaryOpTypeTable(); - -inline const flatbuffers::TypeTable *TopKV2TypeTable(); - -inline const flatbuffers::TypeTable *CropAndResizeTypeTable(); - -inline const flatbuffers::TypeTable *FillTypeTable(); - -inline const flatbuffers::TypeTable *GatherV2TypeTable(); - -inline const flatbuffers::TypeTable *NonMaxSuppressionV2TypeTable(); - -inline const flatbuffers::TypeTable *RangeTypeTable(); - -inline const flatbuffers::TypeTable *RankTypeTable(); - -inline const flatbuffers::TypeTable *SizeTypeTable(); - -inline const flatbuffers::TypeTable *TransposeTypeTable(); - -inline const flatbuffers::TypeTable *SliceTfTypeTable(); - -inline const flatbuffers::TypeTable *QuantizeMaxMinTypeTable(); - -inline const flatbuffers::TypeTable *CropTypeTable(); - -inline const flatbuffers::TypeTable *SpaceBatchTypeTable(); - -inline const flatbuffers::TypeTable *MatMulTypeTable(); - -inline const flatbuffers::TypeTable *MomentsParamTypeTable(); - -inline const flatbuffers::TypeTable *RNNParamTypeTable(); - -inline const flatbuffers::TypeTable *BatchMatMulParamTypeTable(); - -inline const flatbuffers::TypeTable *DepthSpaceParamTypeTable(); - -inline const flatbuffers::TypeTable *ReverseSequenceParamTypeTable(); - -inline const flatbuffers::TypeTable *DetectionPostProcessParamTypeTable(); - -inline const flatbuffers::TypeTable *OneHotParamTypeTable(); - -inline const flatbuffers::TypeTable *PadParamTypeTable(); - -inline const flatbuffers::TypeTable *LayerNormTypeTable(); - -inline const flatbuffers::TypeTable *RandomUniformTypeTable(); - -inline const flatbuffers::TypeTable *TensorArrayTypeTable(); - -inline const flatbuffers::TypeTable *LSTMBlockCellTypeTable(); - -enum BinaryOpOperation { - BinaryOpOperation_ADD = 0, - BinaryOpOperation_SUB = 1, - BinaryOpOperation_MUL = 2, - BinaryOpOperation_DIV = 3, - BinaryOpOperation_MAX_TEMP = 4, - BinaryOpOperation_MIN_TEMP = 5, - BinaryOpOperation_POW = 6, - BinaryOpOperation_REALDIV = 7, - BinaryOpOperation_MINIMUM = 8, - BinaryOpOperation_MAXIMUM = 9, - BinaryOpOperation_GREATER = 10, - BinaryOpOperation_GREATER_EQUAL = 11, - BinaryOpOperation_LESS = 12, - BinaryOpOperation_FLOORDIV = 13, - BinaryOpOperation_SquaredDifference = 14, - BinaryOpOperation_EQUAL = 15, - BinaryOpOperation_LESS_EQUAL = 16, - BinaryOpOperation_FLOORMOD = 17, - BinaryOpOperation_MOD = 19, - BinaryOpOperation_ATAN2 = 20, - BinaryOpOperation_LOGICALOR = 21, - BinaryOpOperation_NOTEQUAL = 22, - BinaryOpOperation_BITWISE_AND = 23, - BinaryOpOperation_BITWISE_OR = 24, - BinaryOpOperation_BITWISE_XOR = 25, - BinaryOpOperation_LOGICALXOR = 26, - BinaryOpOperation_LEFTSHIFT = 27, - BinaryOpOperation_RIGHTSHIFT = 28, - BinaryOpOperation_MIN = BinaryOpOperation_ADD, - BinaryOpOperation_MAX = BinaryOpOperation_RIGHTSHIFT -}; - -inline const BinaryOpOperation (&EnumValuesBinaryOpOperation())[28] { - static const BinaryOpOperation values[] = { - BinaryOpOperation_ADD, - BinaryOpOperation_SUB, - BinaryOpOperation_MUL, - BinaryOpOperation_DIV, - BinaryOpOperation_MAX_TEMP, - BinaryOpOperation_MIN_TEMP, - BinaryOpOperation_POW, - BinaryOpOperation_REALDIV, - BinaryOpOperation_MINIMUM, - BinaryOpOperation_MAXIMUM, - BinaryOpOperation_GREATER, - BinaryOpOperation_GREATER_EQUAL, - BinaryOpOperation_LESS, - BinaryOpOperation_FLOORDIV, - BinaryOpOperation_SquaredDifference, - BinaryOpOperation_EQUAL, - BinaryOpOperation_LESS_EQUAL, - BinaryOpOperation_FLOORMOD, - BinaryOpOperation_MOD, - BinaryOpOperation_ATAN2, - BinaryOpOperation_LOGICALOR, - BinaryOpOperation_NOTEQUAL, - BinaryOpOperation_BITWISE_AND, - BinaryOpOperation_BITWISE_OR, - BinaryOpOperation_BITWISE_XOR, - BinaryOpOperation_LOGICALXOR, - BinaryOpOperation_LEFTSHIFT, - BinaryOpOperation_RIGHTSHIFT - }; - return values; -} - -inline const char * const *EnumNamesBinaryOpOperation() { - static const char * const names[] = { - "ADD", - "SUB", - "MUL", - "DIV", - "MAX_TEMP", - "MIN_TEMP", - "POW", - "REALDIV", - "MINIMUM", - "MAXIMUM", - "GREATER", - "GREATER_EQUAL", - "LESS", - "FLOORDIV", - "SquaredDifference", - "EQUAL", - "LESS_EQUAL", - "FLOORMOD", - "", - "MOD", - "ATAN2", - "LOGICALOR", - "NOTEQUAL", - "BITWISE_AND", - "BITWISE_OR", - "BITWISE_XOR", - "LOGICALXOR", - "LEFTSHIFT", - "RIGHTSHIFT", - nullptr - }; - return names; -} - -inline const char *EnumNameBinaryOpOperation(BinaryOpOperation e) { - if (e < BinaryOpOperation_ADD || e > BinaryOpOperation_RIGHTSHIFT) return ""; - const size_t index = static_cast(e); - return EnumNamesBinaryOpOperation()[index]; -} - -enum ReductionType { - ReductionType_SUM = 0, - ReductionType_ASUM = 1, - ReductionType_SUMSQ = 2, - ReductionType_MEAN = 3, - ReductionType_MAXIMUM = 4, - ReductionType_MINIMUM = 5, - ReductionType_PROD = 6, - ReductionType_ANY = 7, - ReductionType_ALL = 8, - ReductionType_MIN = ReductionType_SUM, - ReductionType_MAX = ReductionType_ALL -}; - -inline const ReductionType (&EnumValuesReductionType())[9] { - static const ReductionType values[] = { - ReductionType_SUM, - ReductionType_ASUM, - ReductionType_SUMSQ, - ReductionType_MEAN, - ReductionType_MAXIMUM, - ReductionType_MINIMUM, - ReductionType_PROD, - ReductionType_ANY, - ReductionType_ALL - }; - return values; -} - -inline const char * const *EnumNamesReductionType() { - static const char * const names[] = { - "SUM", - "ASUM", - "SUMSQ", - "MEAN", - "MAXIMUM", - "MINIMUM", - "PROD", - "ANY", - "ALL", - nullptr - }; - return names; -} - -inline const char *EnumNameReductionType(ReductionType e) { - if (e < ReductionType_SUM || e > ReductionType_ALL) return ""; - const size_t index = static_cast(e); - return EnumNamesReductionType()[index]; -} - -enum UnaryOpOperation { - UnaryOpOperation_ABS = 0, - UnaryOpOperation_NEG = 1, - UnaryOpOperation_FLOOR = 2, - UnaryOpOperation_CEIL = 3, - UnaryOpOperation_SQUARE = 4, - UnaryOpOperation_SQRT = 5, - UnaryOpOperation_RSQRT = 6, - UnaryOpOperation_EXP = 7, - UnaryOpOperation_LOG = 8, - UnaryOpOperation_SIN = 9, - UnaryOpOperation_COS = 10, - UnaryOpOperation_TAN = 11, - UnaryOpOperation_ASIN = 12, - UnaryOpOperation_ACOS = 13, - UnaryOpOperation_ATAN = 14, - UnaryOpOperation_RECIPROCAL = 15, - UnaryOpOperation_LOG1P = 16, - UnaryOpOperation_BNLL = 17, - UnaryOpOperation_ACOSH = 18, - UnaryOpOperation_SINH = 19, - UnaryOpOperation_ASINH = 20, - UnaryOpOperation_ATANH = 21, - UnaryOpOperation_SIGN = 22, - UnaryOpOperation_ROUND = 23, - UnaryOpOperation_COSH = 24, - UnaryOpOperation_ERF = 25, - UnaryOpOperation_ERFC = 26, - UnaryOpOperation_ERFINV = 27, - UnaryOpOperation_EXPM1 = 28, - UnaryOpOperation_SIGMOID = 29, - UnaryOpOperation_TANH = 30, - UnaryOpOperation_HARDSWISH = 31, - UnaryOpOperation_GELU = 32, - UnaryOpOperation_GELU_STANDARD = 33, - UnaryOpOperation_MIN = UnaryOpOperation_ABS, - UnaryOpOperation_MAX = UnaryOpOperation_GELU_STANDARD -}; - -inline const UnaryOpOperation (&EnumValuesUnaryOpOperation())[34] { - static const UnaryOpOperation values[] = { - UnaryOpOperation_ABS, - UnaryOpOperation_NEG, - UnaryOpOperation_FLOOR, - UnaryOpOperation_CEIL, - UnaryOpOperation_SQUARE, - UnaryOpOperation_SQRT, - UnaryOpOperation_RSQRT, - UnaryOpOperation_EXP, - UnaryOpOperation_LOG, - UnaryOpOperation_SIN, - UnaryOpOperation_COS, - UnaryOpOperation_TAN, - UnaryOpOperation_ASIN, - UnaryOpOperation_ACOS, - UnaryOpOperation_ATAN, - UnaryOpOperation_RECIPROCAL, - UnaryOpOperation_LOG1P, - UnaryOpOperation_BNLL, - UnaryOpOperation_ACOSH, - UnaryOpOperation_SINH, - UnaryOpOperation_ASINH, - UnaryOpOperation_ATANH, - UnaryOpOperation_SIGN, - UnaryOpOperation_ROUND, - UnaryOpOperation_COSH, - UnaryOpOperation_ERF, - UnaryOpOperation_ERFC, - UnaryOpOperation_ERFINV, - UnaryOpOperation_EXPM1, - UnaryOpOperation_SIGMOID, - UnaryOpOperation_TANH, - UnaryOpOperation_HARDSWISH, - UnaryOpOperation_GELU, - UnaryOpOperation_GELU_STANDARD - }; - return values; -} - -inline const char * const *EnumNamesUnaryOpOperation() { - static const char * const names[] = { - "ABS", - "NEG", - "FLOOR", - "CEIL", - "SQUARE", - "SQRT", - "RSQRT", - "EXP", - "LOG", - "SIN", - "COS", - "TAN", - "ASIN", - "ACOS", - "ATAN", - "RECIPROCAL", - "LOG1P", - "BNLL", - "ACOSH", - "SINH", - "ASINH", - "ATANH", - "SIGN", - "ROUND", - "COSH", - "ERF", - "ERFC", - "ERFINV", - "EXPM1", - "SIGMOID", - "TANH", - "HARDSWISH", - "GELU", - "GELU_STANDARD", - nullptr - }; - return names; -} - -inline const char *EnumNameUnaryOpOperation(UnaryOpOperation e) { - if (e < UnaryOpOperation_ABS || e > UnaryOpOperation_GELU_STANDARD) return ""; - const size_t index = static_cast(e); - return EnumNamesUnaryOpOperation()[index]; -} - -enum CropAndResizeMethod { - CropAndResizeMethod_BILINEAR = 0, - CropAndResizeMethod_NEAREST = 1, - CropAndResizeMethod_MIN = CropAndResizeMethod_BILINEAR, - CropAndResizeMethod_MAX = CropAndResizeMethod_NEAREST -}; - -inline const CropAndResizeMethod (&EnumValuesCropAndResizeMethod())[2] { - static const CropAndResizeMethod values[] = { - CropAndResizeMethod_BILINEAR, - CropAndResizeMethod_NEAREST - }; - return values; -} - -inline const char * const *EnumNamesCropAndResizeMethod() { - static const char * const names[] = { - "BILINEAR", - "NEAREST", - nullptr - }; - return names; -} - -inline const char *EnumNameCropAndResizeMethod(CropAndResizeMethod e) { - if (e < CropAndResizeMethod_BILINEAR || e > CropAndResizeMethod_NEAREST) return ""; - const size_t index = static_cast(e); - return EnumNamesCropAndResizeMethod()[index]; -} - -enum DepthToSpaceMode { - DepthToSpaceMode_DCR = 0, - DepthToSpaceMode_CRD = 1, - DepthToSpaceMode_MIN = DepthToSpaceMode_DCR, - DepthToSpaceMode_MAX = DepthToSpaceMode_CRD -}; - -inline const DepthToSpaceMode (&EnumValuesDepthToSpaceMode())[2] { - static const DepthToSpaceMode values[] = { - DepthToSpaceMode_DCR, - DepthToSpaceMode_CRD - }; - return values; -} - -inline const char * const *EnumNamesDepthToSpaceMode() { - static const char * const names[] = { - "DCR", - "CRD", - nullptr - }; - return names; -} - -inline const char *EnumNameDepthToSpaceMode(DepthToSpaceMode e) { - if (e < DepthToSpaceMode_DCR || e > DepthToSpaceMode_CRD) return ""; - const size_t index = static_cast(e); - return EnumNamesDepthToSpaceMode()[index]; -} - -enum PadValueMode { - PadValueMode_CONSTANT = 0, - PadValueMode_REFLECT = 1, - PadValueMode_SYMMETRIC = 2, - PadValueMode_EDGE = 3, - PadValueMode_MIN = PadValueMode_CONSTANT, - PadValueMode_MAX = PadValueMode_EDGE -}; - -inline const PadValueMode (&EnumValuesPadValueMode())[4] { - static const PadValueMode values[] = { - PadValueMode_CONSTANT, - PadValueMode_REFLECT, - PadValueMode_SYMMETRIC, - PadValueMode_EDGE - }; - return values; -} - -inline const char * const *EnumNamesPadValueMode() { - static const char * const names[] = { - "CONSTANT", - "REFLECT", - "SYMMETRIC", - "EDGE", - nullptr - }; - return names; -} - -inline const char *EnumNamePadValueMode(PadValueMode e) { - if (e < PadValueMode_CONSTANT || e > PadValueMode_EDGE) return ""; - const size_t index = static_cast(e); - return EnumNamesPadValueMode()[index]; -} - -struct BinaryOpT : public flatbuffers::NativeTable { - typedef BinaryOp TableType; - int32_t opType; - DataType T; - int32_t activationType; - BinaryOpT() - : opType(0), - T(DataType_DT_FLOAT), - activationType(0) { - } -}; - -struct BinaryOp FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BinaryOpT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return BinaryOpTypeTable(); - } - int32_t opType() const { - return GetField(4, 0); - } - DataType T() const { - return static_cast(GetField(6, 1)); - } - int32_t activationType() const { - return GetField(8, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - BinaryOpT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(BinaryOpT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const BinaryOpT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct BinaryOpBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_opType(int32_t opType) { - fbb_.AddElement(4, opType, 0); - } - void add_T(DataType T) { - fbb_.AddElement(6, static_cast(T), 1); - } - void add_activationType(int32_t activationType) { - fbb_.AddElement(8, activationType, 0); - } - explicit BinaryOpBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - BinaryOpBuilder &operator=(const BinaryOpBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateBinaryOp( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t opType = 0, - DataType T = DataType_DT_FLOAT, - int32_t activationType = 0) { - BinaryOpBuilder builder_(_fbb); - builder_.add_activationType(activationType); - builder_.add_T(T); - builder_.add_opType(opType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateBinaryOp(flatbuffers::FlatBufferBuilder &_fbb, const BinaryOpT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct PackParamT : public flatbuffers::NativeTable { - typedef PackParam TableType; - DataType dataType; - int32_t axis; - PackParamT() - : dataType(DataType_DT_INVALID), - axis(0) { - } -}; - -struct PackParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PackParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return PackParamTypeTable(); - } - DataType dataType() const { - return static_cast(GetField(4, 0)); - } - int32_t axis() const { - return GetField(6, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - PackParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(PackParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const PackParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct PackParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dataType(DataType dataType) { - fbb_.AddElement(4, static_cast(dataType), 0); - } - void add_axis(int32_t axis) { - fbb_.AddElement(6, axis, 0); - } - explicit PackParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - PackParamBuilder &operator=(const PackParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePackParam( - flatbuffers::FlatBufferBuilder &_fbb, - DataType dataType = DataType_DT_INVALID, - int32_t axis = 0) { - PackParamBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_dataType(dataType); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePackParam(flatbuffers::FlatBufferBuilder &_fbb, const PackParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct StridedSliceParamT : public flatbuffers::NativeTable { - typedef StridedSliceParam TableType; - DataType Index; - DataType T; - int32_t beginMask; - int32_t endMask; - int32_t ellipsisMask; - int32_t newAxisMask; - int32_t shrinkAxisMask; - int32_t fromType; - StridedSliceParamT() - : Index(DataType_DT_INVALID), - T(DataType_DT_INVALID), - beginMask(0), - endMask(0), - ellipsisMask(0), - newAxisMask(0), - shrinkAxisMask(0), - fromType(0) { - } -}; - -struct StridedSliceParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef StridedSliceParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return StridedSliceParamTypeTable(); - } - DataType Index() const { - return static_cast(GetField(4, 0)); - } - DataType T() const { - return static_cast(GetField(6, 0)); - } - int32_t beginMask() const { - return GetField(8, 0); - } - int32_t endMask() const { - return GetField(10, 0); - } - int32_t ellipsisMask() const { - return GetField(12, 0); - } - int32_t newAxisMask() const { - return GetField(14, 0); - } - int32_t shrinkAxisMask() const { - return GetField(16, 0); - } - int32_t fromType() const { - return GetField(18, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyField(verifier, 18) && - verifier.EndTable(); - } - StridedSliceParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(StridedSliceParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const StridedSliceParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct StridedSliceParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_Index(DataType Index) { - fbb_.AddElement(4, static_cast(Index), 0); - } - void add_T(DataType T) { - fbb_.AddElement(6, static_cast(T), 0); - } - void add_beginMask(int32_t beginMask) { - fbb_.AddElement(8, beginMask, 0); - } - void add_endMask(int32_t endMask) { - fbb_.AddElement(10, endMask, 0); - } - void add_ellipsisMask(int32_t ellipsisMask) { - fbb_.AddElement(12, ellipsisMask, 0); - } - void add_newAxisMask(int32_t newAxisMask) { - fbb_.AddElement(14, newAxisMask, 0); - } - void add_shrinkAxisMask(int32_t shrinkAxisMask) { - fbb_.AddElement(16, shrinkAxisMask, 0); - } - void add_fromType(int32_t fromType) { - fbb_.AddElement(18, fromType, 0); - } - explicit StridedSliceParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - StridedSliceParamBuilder &operator=(const StridedSliceParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateStridedSliceParam( - flatbuffers::FlatBufferBuilder &_fbb, - DataType Index = DataType_DT_INVALID, - DataType T = DataType_DT_INVALID, - int32_t beginMask = 0, - int32_t endMask = 0, - int32_t ellipsisMask = 0, - int32_t newAxisMask = 0, - int32_t shrinkAxisMask = 0, - int32_t fromType = 0) { - StridedSliceParamBuilder builder_(_fbb); - builder_.add_fromType(fromType); - builder_.add_shrinkAxisMask(shrinkAxisMask); - builder_.add_newAxisMask(newAxisMask); - builder_.add_ellipsisMask(ellipsisMask); - builder_.add_endMask(endMask); - builder_.add_beginMask(beginMask); - builder_.add_T(T); - builder_.add_Index(Index); - return builder_.Finish(); -} - -flatbuffers::Offset CreateStridedSliceParam(flatbuffers::FlatBufferBuilder &_fbb, const StridedSliceParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SqueezeParamT : public flatbuffers::NativeTable { - typedef SqueezeParam TableType; - std::vector squeezeDims; - SqueezeParamT() { - } -}; - -struct SqueezeParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SqueezeParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SqueezeParamTypeTable(); - } - const flatbuffers::Vector *squeezeDims() const { - return GetPointer *>(4); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(squeezeDims()) && - verifier.EndTable(); - } - SqueezeParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SqueezeParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SqueezeParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SqueezeParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_squeezeDims(flatbuffers::Offset> squeezeDims) { - fbb_.AddOffset(4, squeezeDims); - } - explicit SqueezeParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SqueezeParamBuilder &operator=(const SqueezeParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSqueezeParam( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> squeezeDims = 0) { - SqueezeParamBuilder builder_(_fbb); - builder_.add_squeezeDims(squeezeDims); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSqueezeParam(flatbuffers::FlatBufferBuilder &_fbb, const SqueezeParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct CastParamT : public flatbuffers::NativeTable { - typedef CastParam TableType; - DataType srcT; - DataType dstT; - CastParamT() - : srcT(DataType_DT_INVALID), - dstT(DataType_DT_INVALID) { - } -}; - -struct CastParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CastParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return CastParamTypeTable(); - } - DataType srcT() const { - return static_cast(GetField(4, 0)); - } - DataType dstT() const { - return static_cast(GetField(6, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - CastParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(CastParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const CastParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct CastParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_srcT(DataType srcT) { - fbb_.AddElement(4, static_cast(srcT), 0); - } - void add_dstT(DataType dstT) { - fbb_.AddElement(6, static_cast(dstT), 0); - } - explicit CastParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - CastParamBuilder &operator=(const CastParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateCastParam( - flatbuffers::FlatBufferBuilder &_fbb, - DataType srcT = DataType_DT_INVALID, - DataType dstT = DataType_DT_INVALID) { - CastParamBuilder builder_(_fbb); - builder_.add_dstT(dstT); - builder_.add_srcT(srcT); - return builder_.Finish(); -} - -flatbuffers::Offset CreateCastParam(flatbuffers::FlatBufferBuilder &_fbb, const CastParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ReductionParamT : public flatbuffers::NativeTable { - typedef ReductionParam TableType; - ReductionType operation; - std::vector dim; - float coeff; - bool keepDims; - DataType dType; - ReductionParamT() - : operation(ReductionType_SUM), - coeff(0.0f), - keepDims(false), - dType(DataType_DT_FLOAT) { - } -}; - -struct ReductionParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReductionParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ReductionParamTypeTable(); - } - ReductionType operation() const { - return static_cast(GetField(4, 0)); - } - const flatbuffers::Vector *dim() const { - return GetPointer *>(6); - } - float coeff() const { - return GetField(8, 0.0f); - } - bool keepDims() const { - return GetField(10, 0) != 0; - } - DataType dType() const { - return static_cast(GetField(12, 1)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(dim()) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - verifier.EndTable(); - } - ReductionParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ReductionParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReductionParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ReductionParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_operation(ReductionType operation) { - fbb_.AddElement(4, static_cast(operation), 0); - } - void add_dim(flatbuffers::Offset> dim) { - fbb_.AddOffset(6, dim); - } - void add_coeff(float coeff) { - fbb_.AddElement(8, coeff, 0.0f); - } - void add_keepDims(bool keepDims) { - fbb_.AddElement(10, static_cast(keepDims), 0); - } - void add_dType(DataType dType) { - fbb_.AddElement(12, static_cast(dType), 1); - } - explicit ReductionParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ReductionParamBuilder &operator=(const ReductionParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateReductionParam( - flatbuffers::FlatBufferBuilder &_fbb, - ReductionType operation = ReductionType_SUM, - flatbuffers::Offset> dim = 0, - float coeff = 0.0f, - bool keepDims = false, - DataType dType = DataType_DT_FLOAT) { - ReductionParamBuilder builder_(_fbb); - builder_.add_dType(dType); - builder_.add_coeff(coeff); - builder_.add_dim(dim); - builder_.add_keepDims(keepDims); - builder_.add_operation(operation); - return builder_.Finish(); -} - -flatbuffers::Offset CreateReductionParam(flatbuffers::FlatBufferBuilder &_fbb, const ReductionParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct GatherT : public flatbuffers::NativeTable { - typedef Gather TableType; - DataType Tindices; - DataType Tparams; - bool validateIndices; - int32_t axis; - GatherT() - : Tindices(DataType_DT_INVALID), - Tparams(DataType_DT_INVALID), - validateIndices(false), - axis(0) { - } -}; - -struct Gather FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GatherT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return GatherTypeTable(); - } - DataType Tindices() const { - return static_cast(GetField(4, 0)); - } - DataType Tparams() const { - return static_cast(GetField(6, 0)); - } - bool validateIndices() const { - return GetField(8, 0) != 0; - } - int32_t axis() const { - return GetField(10, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - verifier.EndTable(); - } - GatherT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(GatherT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const GatherT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct GatherBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_Tindices(DataType Tindices) { - fbb_.AddElement(4, static_cast(Tindices), 0); - } - void add_Tparams(DataType Tparams) { - fbb_.AddElement(6, static_cast(Tparams), 0); - } - void add_validateIndices(bool validateIndices) { - fbb_.AddElement(8, static_cast(validateIndices), 0); - } - void add_axis(int32_t axis) { - fbb_.AddElement(10, axis, 0); - } - explicit GatherBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - GatherBuilder &operator=(const GatherBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateGather( - flatbuffers::FlatBufferBuilder &_fbb, - DataType Tindices = DataType_DT_INVALID, - DataType Tparams = DataType_DT_INVALID, - bool validateIndices = false, - int32_t axis = 0) { - GatherBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_Tparams(Tparams); - builder_.add_Tindices(Tindices); - builder_.add_validateIndices(validateIndices); - return builder_.Finish(); -} - -flatbuffers::Offset CreateGather(flatbuffers::FlatBufferBuilder &_fbb, const GatherT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ExpandDimsT : public flatbuffers::NativeTable { - typedef ExpandDims TableType; - DataType T; - DataType Tdim; - int32_t axis; - ExpandDimsT() - : T(DataType_DT_INVALID), - Tdim(DataType_DT_INVALID), - axis(0) { - } -}; - -struct ExpandDims FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ExpandDimsT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ExpandDimsTypeTable(); - } - DataType T() const { - return static_cast(GetField(4, 0)); - } - DataType Tdim() const { - return static_cast(GetField(6, 0)); - } - int32_t axis() const { - return GetField(8, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - ExpandDimsT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ExpandDimsT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ExpandDimsT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ExpandDimsBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_T(DataType T) { - fbb_.AddElement(4, static_cast(T), 0); - } - void add_Tdim(DataType Tdim) { - fbb_.AddElement(6, static_cast(Tdim), 0); - } - void add_axis(int32_t axis) { - fbb_.AddElement(8, axis, 0); - } - explicit ExpandDimsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ExpandDimsBuilder &operator=(const ExpandDimsBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateExpandDims( - flatbuffers::FlatBufferBuilder &_fbb, - DataType T = DataType_DT_INVALID, - DataType Tdim = DataType_DT_INVALID, - int32_t axis = 0) { - ExpandDimsBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_Tdim(Tdim); - builder_.add_T(T); - return builder_.Finish(); -} - -flatbuffers::Offset CreateExpandDims(flatbuffers::FlatBufferBuilder &_fbb, const ExpandDimsT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SeluT : public flatbuffers::NativeTable { - typedef Selu TableType; - float scale; - float alpha; - SeluT() - : scale(0.0f), - alpha(0.0f) { - } -}; - -struct Selu FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SeluT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SeluTypeTable(); - } - float scale() const { - return GetField(4, 0.0f); - } - float alpha() const { - return GetField(6, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - SeluT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SeluT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SeluT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SeluBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_scale(float scale) { - fbb_.AddElement(4, scale, 0.0f); - } - void add_alpha(float alpha) { - fbb_.AddElement(6, alpha, 0.0f); - } - explicit SeluBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SeluBuilder &operator=(const SeluBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSelu( - flatbuffers::FlatBufferBuilder &_fbb, - float scale = 0.0f, - float alpha = 0.0f) { - SeluBuilder builder_(_fbb); - builder_.add_alpha(alpha); - builder_.add_scale(scale); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSelu(flatbuffers::FlatBufferBuilder &_fbb, const SeluT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct AsStringT : public flatbuffers::NativeTable { - typedef AsString TableType; - DataType T; - int32_t precision; - bool scientific; - bool shortest; - int32_t width; - std::string fillString; - AsStringT() - : T(DataType_DT_INVALID), - precision(0), - scientific(false), - shortest(false), - width(0) { - } -}; - -struct AsString FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef AsStringT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return AsStringTypeTable(); - } - DataType T() const { - return static_cast(GetField(4, 0)); - } - int32_t precision() const { - return GetField(6, 0); - } - bool scientific() const { - return GetField(8, 0) != 0; - } - bool shortest() const { - return GetField(10, 0) != 0; - } - int32_t width() const { - return GetField(12, 0); - } - const flatbuffers::String *fillString() const { - return GetPointer(14); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyOffset(verifier, 14) && - verifier.VerifyString(fillString()) && - verifier.EndTable(); - } - AsStringT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(AsStringT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const AsStringT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct AsStringBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_T(DataType T) { - fbb_.AddElement(4, static_cast(T), 0); - } - void add_precision(int32_t precision) { - fbb_.AddElement(6, precision, 0); - } - void add_scientific(bool scientific) { - fbb_.AddElement(8, static_cast(scientific), 0); - } - void add_shortest(bool shortest) { - fbb_.AddElement(10, static_cast(shortest), 0); - } - void add_width(int32_t width) { - fbb_.AddElement(12, width, 0); - } - void add_fillString(flatbuffers::Offset fillString) { - fbb_.AddOffset(14, fillString); - } - explicit AsStringBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - AsStringBuilder &operator=(const AsStringBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateAsString( - flatbuffers::FlatBufferBuilder &_fbb, - DataType T = DataType_DT_INVALID, - int32_t precision = 0, - bool scientific = false, - bool shortest = false, - int32_t width = 0, - flatbuffers::Offset fillString = 0) { - AsStringBuilder builder_(_fbb); - builder_.add_fillString(fillString); - builder_.add_width(width); - builder_.add_precision(precision); - builder_.add_T(T); - builder_.add_shortest(shortest); - builder_.add_scientific(scientific); - return builder_.Finish(); -} - -flatbuffers::Offset CreateAsString(flatbuffers::FlatBufferBuilder &_fbb, const AsStringT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ReduceJoinT : public flatbuffers::NativeTable { - typedef ReduceJoin TableType; - bool keepDims; - std::string separator; - ReduceJoinT() - : keepDims(false) { - } -}; - -struct ReduceJoin FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReduceJoinT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ReduceJoinTypeTable(); - } - bool keepDims() const { - return GetField(4, 0) != 0; - } - const flatbuffers::String *separator() const { - return GetPointer(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyString(separator()) && - verifier.EndTable(); - } - ReduceJoinT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ReduceJoinT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReduceJoinT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ReduceJoinBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_keepDims(bool keepDims) { - fbb_.AddElement(4, static_cast(keepDims), 0); - } - void add_separator(flatbuffers::Offset separator) { - fbb_.AddOffset(6, separator); - } - explicit ReduceJoinBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ReduceJoinBuilder &operator=(const ReduceJoinBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateReduceJoin( - flatbuffers::FlatBufferBuilder &_fbb, - bool keepDims = false, - flatbuffers::Offset separator = 0) { - ReduceJoinBuilder builder_(_fbb); - builder_.add_separator(separator); - builder_.add_keepDims(keepDims); - return builder_.Finish(); -} - -flatbuffers::Offset CreateReduceJoin(flatbuffers::FlatBufferBuilder &_fbb, const ReduceJoinT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct UnaryOpT : public flatbuffers::NativeTable { - typedef UnaryOp TableType; - UnaryOpOperation opType; - DataType T; - std::vector tableInt8; - UnaryOpT() - : opType(UnaryOpOperation_ABS), - T(DataType_DT_INVALID) { - } -}; - -struct UnaryOp FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef UnaryOpT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return UnaryOpTypeTable(); - } - UnaryOpOperation opType() const { - return static_cast(GetField(4, 0)); - } - DataType T() const { - return static_cast(GetField(6, 0)); - } - const flatbuffers::Vector *tableInt8() const { - return GetPointer *>(8); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(tableInt8()) && - verifier.EndTable(); - } - UnaryOpT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(UnaryOpT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const UnaryOpT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct UnaryOpBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_opType(UnaryOpOperation opType) { - fbb_.AddElement(4, static_cast(opType), 0); - } - void add_T(DataType T) { - fbb_.AddElement(6, static_cast(T), 0); - } - void add_tableInt8(flatbuffers::Offset> tableInt8) { - fbb_.AddOffset(8, tableInt8); - } - explicit UnaryOpBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - UnaryOpBuilder &operator=(const UnaryOpBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateUnaryOp( - flatbuffers::FlatBufferBuilder &_fbb, - UnaryOpOperation opType = UnaryOpOperation_ABS, - DataType T = DataType_DT_INVALID, - flatbuffers::Offset> tableInt8 = 0) { - UnaryOpBuilder builder_(_fbb); - builder_.add_tableInt8(tableInt8); - builder_.add_T(T); - builder_.add_opType(opType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateUnaryOp(flatbuffers::FlatBufferBuilder &_fbb, const UnaryOpT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct TopKV2T : public flatbuffers::NativeTable { - typedef TopKV2 TableType; - DataType T; - bool sorted; - bool largest; - TopKV2T() - : T(DataType_DT_FLOAT), - sorted(false), - largest(true) { - } -}; - -struct TopKV2 FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TopKV2T NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return TopKV2TypeTable(); - } - DataType T() const { - return static_cast(GetField(4, 1)); - } - bool sorted() const { - return GetField(6, 0) != 0; - } - bool largest() const { - return GetField(8, 1) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - TopKV2T *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(TopKV2T *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const TopKV2T* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct TopKV2Builder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_T(DataType T) { - fbb_.AddElement(4, static_cast(T), 1); - } - void add_sorted(bool sorted) { - fbb_.AddElement(6, static_cast(sorted), 0); - } - void add_largest(bool largest) { - fbb_.AddElement(8, static_cast(largest), 1); - } - explicit TopKV2Builder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - TopKV2Builder &operator=(const TopKV2Builder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateTopKV2( - flatbuffers::FlatBufferBuilder &_fbb, - DataType T = DataType_DT_FLOAT, - bool sorted = false, - bool largest = true) { - TopKV2Builder builder_(_fbb); - builder_.add_T(T); - builder_.add_largest(largest); - builder_.add_sorted(sorted); - return builder_.Finish(); -} - -flatbuffers::Offset CreateTopKV2(flatbuffers::FlatBufferBuilder &_fbb, const TopKV2T *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct CropAndResizeT : public flatbuffers::NativeTable { - typedef CropAndResize TableType; - float extrapolationValue; - CropAndResizeMethod method; - CropAndResizeT() - : extrapolationValue(0.0f), - method(CropAndResizeMethod_BILINEAR) { - } -}; - -struct CropAndResize FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CropAndResizeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return CropAndResizeTypeTable(); - } - float extrapolationValue() const { - return GetField(4, 0.0f); - } - CropAndResizeMethod method() const { - return static_cast(GetField(6, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - CropAndResizeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(CropAndResizeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const CropAndResizeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct CropAndResizeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_extrapolationValue(float extrapolationValue) { - fbb_.AddElement(4, extrapolationValue, 0.0f); - } - void add_method(CropAndResizeMethod method) { - fbb_.AddElement(6, static_cast(method), 0); - } - explicit CropAndResizeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - CropAndResizeBuilder &operator=(const CropAndResizeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateCropAndResize( - flatbuffers::FlatBufferBuilder &_fbb, - float extrapolationValue = 0.0f, - CropAndResizeMethod method = CropAndResizeMethod_BILINEAR) { - CropAndResizeBuilder builder_(_fbb); - builder_.add_extrapolationValue(extrapolationValue); - builder_.add_method(method); - return builder_.Finish(); -} - -flatbuffers::Offset CreateCropAndResize(flatbuffers::FlatBufferBuilder &_fbb, const CropAndResizeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct FillT : public flatbuffers::NativeTable { - typedef Fill TableType; - FillT() { - } -}; - -struct Fill FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef FillT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return FillTypeTable(); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } - FillT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(FillT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const FillT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct FillBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit FillBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - FillBuilder &operator=(const FillBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateFill( - flatbuffers::FlatBufferBuilder &_fbb) { - FillBuilder builder_(_fbb); - return builder_.Finish(); -} - -flatbuffers::Offset CreateFill(flatbuffers::FlatBufferBuilder &_fbb, const FillT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct GatherV2T : public flatbuffers::NativeTable { - typedef GatherV2 TableType; - DataType Taxis; - DataType Tindices; - DataType Tparams; - GatherV2T() - : Taxis(DataType_DT_INVALID), - Tindices(DataType_DT_INVALID), - Tparams(DataType_DT_INVALID) { - } -}; - -struct GatherV2 FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GatherV2T NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return GatherV2TypeTable(); - } - DataType Taxis() const { - return static_cast(GetField(4, 0)); - } - DataType Tindices() const { - return static_cast(GetField(6, 0)); - } - DataType Tparams() const { - return static_cast(GetField(8, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - GatherV2T *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(GatherV2T *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const GatherV2T* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct GatherV2Builder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_Taxis(DataType Taxis) { - fbb_.AddElement(4, static_cast(Taxis), 0); - } - void add_Tindices(DataType Tindices) { - fbb_.AddElement(6, static_cast(Tindices), 0); - } - void add_Tparams(DataType Tparams) { - fbb_.AddElement(8, static_cast(Tparams), 0); - } - explicit GatherV2Builder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - GatherV2Builder &operator=(const GatherV2Builder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateGatherV2( - flatbuffers::FlatBufferBuilder &_fbb, - DataType Taxis = DataType_DT_INVALID, - DataType Tindices = DataType_DT_INVALID, - DataType Tparams = DataType_DT_INVALID) { - GatherV2Builder builder_(_fbb); - builder_.add_Tparams(Tparams); - builder_.add_Tindices(Tindices); - builder_.add_Taxis(Taxis); - return builder_.Finish(); -} - -flatbuffers::Offset CreateGatherV2(flatbuffers::FlatBufferBuilder &_fbb, const GatherV2T *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct NonMaxSuppressionV2T : public flatbuffers::NativeTable { - typedef NonMaxSuppressionV2 TableType; - NonMaxSuppressionV2T() { - } -}; - -struct NonMaxSuppressionV2 FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NonMaxSuppressionV2T NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return NonMaxSuppressionV2TypeTable(); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } - NonMaxSuppressionV2T *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(NonMaxSuppressionV2T *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const NonMaxSuppressionV2T* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct NonMaxSuppressionV2Builder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit NonMaxSuppressionV2Builder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - NonMaxSuppressionV2Builder &operator=(const NonMaxSuppressionV2Builder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateNonMaxSuppressionV2( - flatbuffers::FlatBufferBuilder &_fbb) { - NonMaxSuppressionV2Builder builder_(_fbb); - return builder_.Finish(); -} - -flatbuffers::Offset CreateNonMaxSuppressionV2(flatbuffers::FlatBufferBuilder &_fbb, const NonMaxSuppressionV2T *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RangeT : public flatbuffers::NativeTable { - typedef Range TableType; - DataType Tidx; - RangeT() - : Tidx(DataType_DT_INVALID) { - } -}; - -struct Range FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RangeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RangeTypeTable(); - } - DataType Tidx() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - RangeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RangeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RangeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RangeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_Tidx(DataType Tidx) { - fbb_.AddElement(4, static_cast(Tidx), 0); - } - explicit RangeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RangeBuilder &operator=(const RangeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRange( - flatbuffers::FlatBufferBuilder &_fbb, - DataType Tidx = DataType_DT_INVALID) { - RangeBuilder builder_(_fbb); - builder_.add_Tidx(Tidx); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRange(flatbuffers::FlatBufferBuilder &_fbb, const RangeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RankT : public flatbuffers::NativeTable { - typedef Rank TableType; - RankT() { - } -}; - -struct Rank FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RankT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RankTypeTable(); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } - RankT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RankT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RankT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RankBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit RankBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RankBuilder &operator=(const RankBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRank( - flatbuffers::FlatBufferBuilder &_fbb) { - RankBuilder builder_(_fbb); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRank(flatbuffers::FlatBufferBuilder &_fbb, const RankT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SizeT : public flatbuffers::NativeTable { - typedef Size TableType; - DataType outputDataType; - SizeT() - : outputDataType(DataType_DT_INVALID) { - } -}; - -struct Size FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SizeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SizeTypeTable(); - } - DataType outputDataType() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - SizeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SizeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SizeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SizeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_outputDataType(DataType outputDataType) { - fbb_.AddElement(4, static_cast(outputDataType), 0); - } - explicit SizeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SizeBuilder &operator=(const SizeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSize( - flatbuffers::FlatBufferBuilder &_fbb, - DataType outputDataType = DataType_DT_INVALID) { - SizeBuilder builder_(_fbb); - builder_.add_outputDataType(outputDataType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSize(flatbuffers::FlatBufferBuilder &_fbb, const SizeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct TransposeT : public flatbuffers::NativeTable { - typedef Transpose TableType; - DataType Tperm; - TransposeT() - : Tperm(DataType_DT_INVALID) { - } -}; - -struct Transpose FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TransposeT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return TransposeTypeTable(); - } - DataType Tperm() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - TransposeT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(TransposeT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const TransposeT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct TransposeBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_Tperm(DataType Tperm) { - fbb_.AddElement(4, static_cast(Tperm), 0); - } - explicit TransposeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - TransposeBuilder &operator=(const TransposeBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateTranspose( - flatbuffers::FlatBufferBuilder &_fbb, - DataType Tperm = DataType_DT_INVALID) { - TransposeBuilder builder_(_fbb); - builder_.add_Tperm(Tperm); - return builder_.Finish(); -} - -flatbuffers::Offset CreateTranspose(flatbuffers::FlatBufferBuilder &_fbb, const TransposeT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SliceTfT : public flatbuffers::NativeTable { - typedef SliceTf TableType; - DataType T; - SliceTfT() - : T(DataType_DT_INVALID) { - } -}; - -struct SliceTf FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SliceTfT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SliceTfTypeTable(); - } - DataType T() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - SliceTfT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SliceTfT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SliceTfT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SliceTfBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_T(DataType T) { - fbb_.AddElement(4, static_cast(T), 0); - } - explicit SliceTfBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SliceTfBuilder &operator=(const SliceTfBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSliceTf( - flatbuffers::FlatBufferBuilder &_fbb, - DataType T = DataType_DT_INVALID) { - SliceTfBuilder builder_(_fbb); - builder_.add_T(T); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSliceTf(flatbuffers::FlatBufferBuilder &_fbb, const SliceTfT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct QuantizeMaxMinT : public flatbuffers::NativeTable { - typedef QuantizeMaxMin TableType; - DataType T; - QuantizeMaxMinT() - : T(DataType_DT_INVALID) { - } -}; - -struct QuantizeMaxMin FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizeMaxMinT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return QuantizeMaxMinTypeTable(); - } - DataType T() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - QuantizeMaxMinT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(QuantizeMaxMinT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeMaxMinT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct QuantizeMaxMinBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_T(DataType T) { - fbb_.AddElement(4, static_cast(T), 0); - } - explicit QuantizeMaxMinBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - QuantizeMaxMinBuilder &operator=(const QuantizeMaxMinBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateQuantizeMaxMin( - flatbuffers::FlatBufferBuilder &_fbb, - DataType T = DataType_DT_INVALID) { - QuantizeMaxMinBuilder builder_(_fbb); - builder_.add_T(T); - return builder_.Finish(); -} - -flatbuffers::Offset CreateQuantizeMaxMin(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeMaxMinT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct CropT : public flatbuffers::NativeTable { - typedef Crop TableType; - int32_t axis; - std::vector offset; - CropT() - : axis(2) { - } -}; - -struct Crop FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CropT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return CropTypeTable(); - } - int32_t axis() const { - return GetField(4, 2); - } - const flatbuffers::Vector *offset() const { - return GetPointer *>(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyOffset(verifier, 6) && - verifier.VerifyVector(offset()) && - verifier.EndTable(); - } - CropT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(CropT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const CropT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct CropBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(int32_t axis) { - fbb_.AddElement(4, axis, 2); - } - void add_offset(flatbuffers::Offset> offset) { - fbb_.AddOffset(6, offset); - } - explicit CropBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - CropBuilder &operator=(const CropBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateCrop( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t axis = 2, - flatbuffers::Offset> offset = 0) { - CropBuilder builder_(_fbb); - builder_.add_offset(offset); - builder_.add_axis(axis); - return builder_.Finish(); -} - -flatbuffers::Offset CreateCrop(flatbuffers::FlatBufferBuilder &_fbb, const CropT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct SpaceBatchT : public flatbuffers::NativeTable { - typedef SpaceBatch TableType; - std::unique_ptr blockShape; - std::unique_ptr padding; - SpaceBatchT() { - } -}; - -struct SpaceBatch FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SpaceBatchT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return SpaceBatchTypeTable(); - } - const Blob *blockShape() const { - return GetPointer(4); - } - const Blob *padding() const { - return GetPointer(6); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyTable(blockShape()) && - VerifyOffset(verifier, 6) && - verifier.VerifyTable(padding()) && - verifier.EndTable(); - } - SpaceBatchT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(SpaceBatchT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const SpaceBatchT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct SpaceBatchBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_blockShape(flatbuffers::Offset blockShape) { - fbb_.AddOffset(4, blockShape); - } - void add_padding(flatbuffers::Offset padding) { - fbb_.AddOffset(6, padding); - } - explicit SpaceBatchBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - SpaceBatchBuilder &operator=(const SpaceBatchBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateSpaceBatch( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset blockShape = 0, - flatbuffers::Offset padding = 0) { - SpaceBatchBuilder builder_(_fbb); - builder_.add_padding(padding); - builder_.add_blockShape(blockShape); - return builder_.Finish(); -} - -flatbuffers::Offset CreateSpaceBatch(flatbuffers::FlatBufferBuilder &_fbb, const SpaceBatchT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct MatMulT : public flatbuffers::NativeTable { - typedef MatMul TableType; - DataType T; - bool transposeA; - bool transposeB; - std::vector weight; - std::vector bias; - MatMulT() - : T(DataType_DT_INVALID), - transposeA(false), - transposeB(false) { - } -}; - -struct MatMul FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MatMulT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return MatMulTypeTable(); - } - DataType T() const { - return static_cast(GetField(4, 0)); - } - bool transposeA() const { - return GetField(6, 0) != 0; - } - bool transposeB() const { - return GetField(8, 0) != 0; - } - const flatbuffers::Vector *weight() const { - return GetPointer *>(10); - } - const flatbuffers::Vector *bias() const { - return GetPointer *>(12); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(weight()) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(bias()) && - verifier.EndTable(); - } - MatMulT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(MatMulT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const MatMulT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct MatMulBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_T(DataType T) { - fbb_.AddElement(4, static_cast(T), 0); - } - void add_transposeA(bool transposeA) { - fbb_.AddElement(6, static_cast(transposeA), 0); - } - void add_transposeB(bool transposeB) { - fbb_.AddElement(8, static_cast(transposeB), 0); - } - void add_weight(flatbuffers::Offset> weight) { - fbb_.AddOffset(10, weight); - } - void add_bias(flatbuffers::Offset> bias) { - fbb_.AddOffset(12, bias); - } - explicit MatMulBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - MatMulBuilder &operator=(const MatMulBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateMatMul( - flatbuffers::FlatBufferBuilder &_fbb, - DataType T = DataType_DT_INVALID, - bool transposeA = false, - bool transposeB = false, - flatbuffers::Offset> weight = 0, - flatbuffers::Offset> bias = 0) { - MatMulBuilder builder_(_fbb); - builder_.add_bias(bias); - builder_.add_weight(weight); - builder_.add_T(T); - builder_.add_transposeB(transposeB); - builder_.add_transposeA(transposeA); - return builder_.Finish(); -} - -flatbuffers::Offset CreateMatMul(flatbuffers::FlatBufferBuilder &_fbb, const MatMulT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct MomentsParamT : public flatbuffers::NativeTable { - typedef MomentsParam TableType; - std::vector dim; - bool keepDims; - DataType dType; - MomentsParamT() - : keepDims(true), - dType(DataType_DT_FLOAT) { - } -}; - -struct MomentsParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MomentsParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return MomentsParamTypeTable(); - } - const flatbuffers::Vector *dim() const { - return GetPointer *>(4); - } - bool keepDims() const { - return GetField(6, 1) != 0; - } - DataType dType() const { - return static_cast(GetField(8, 1)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(dim()) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - MomentsParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(MomentsParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const MomentsParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct MomentsParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dim(flatbuffers::Offset> dim) { - fbb_.AddOffset(4, dim); - } - void add_keepDims(bool keepDims) { - fbb_.AddElement(6, static_cast(keepDims), 1); - } - void add_dType(DataType dType) { - fbb_.AddElement(8, static_cast(dType), 1); - } - explicit MomentsParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - MomentsParamBuilder &operator=(const MomentsParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateMomentsParam( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> dim = 0, - bool keepDims = true, - DataType dType = DataType_DT_FLOAT) { - MomentsParamBuilder builder_(_fbb); - builder_.add_dType(dType); - builder_.add_dim(dim); - builder_.add_keepDims(keepDims); - return builder_.Finish(); -} - -flatbuffers::Offset CreateMomentsParam(flatbuffers::FlatBufferBuilder &_fbb, const MomentsParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RNNParamT : public flatbuffers::NativeTable { - typedef RNNParam TableType; - int32_t numUnits; - bool isBidirectionalRNN; - bool linearBeforeReset; - bool keepAllOutputs; - std::unique_ptr fwGateWeight; - std::unique_ptr fwGateBias; - std::unique_ptr fwCandidateWeight; - std::unique_ptr fwCandidateBias; - std::unique_ptr fwRecurrentBias; - std::unique_ptr bwGateWeight; - std::unique_ptr bwGateBias; - std::unique_ptr bwCandidateWeight; - std::unique_ptr bwCandidateBias; - std::unique_ptr bwRecurrentBias; - RNNParamT() - : numUnits(0), - isBidirectionalRNN(false), - linearBeforeReset(false), - keepAllOutputs(false) { - } -}; - -struct RNNParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RNNParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RNNParamTypeTable(); - } - int32_t numUnits() const { - return GetField(4, 0); - } - bool isBidirectionalRNN() const { - return GetField(6, 0) != 0; - } - bool linearBeforeReset() const { - return GetField(8, 0) != 0; - } - bool keepAllOutputs() const { - return GetField(10, 0) != 0; - } - const Blob *fwGateWeight() const { - return GetPointer(12); - } - const Blob *fwGateBias() const { - return GetPointer(14); - } - const Blob *fwCandidateWeight() const { - return GetPointer(16); - } - const Blob *fwCandidateBias() const { - return GetPointer(18); - } - const Blob *fwRecurrentBias() const { - return GetPointer(20); - } - const Blob *bwGateWeight() const { - return GetPointer(22); - } - const Blob *bwGateBias() const { - return GetPointer(24); - } - const Blob *bwCandidateWeight() const { - return GetPointer(26); - } - const Blob *bwCandidateBias() const { - return GetPointer(28); - } - const Blob *bwRecurrentBias() const { - return GetPointer(30); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyOffset(verifier, 12) && - verifier.VerifyTable(fwGateWeight()) && - VerifyOffset(verifier, 14) && - verifier.VerifyTable(fwGateBias()) && - VerifyOffset(verifier, 16) && - verifier.VerifyTable(fwCandidateWeight()) && - VerifyOffset(verifier, 18) && - verifier.VerifyTable(fwCandidateBias()) && - VerifyOffset(verifier, 20) && - verifier.VerifyTable(fwRecurrentBias()) && - VerifyOffset(verifier, 22) && - verifier.VerifyTable(bwGateWeight()) && - VerifyOffset(verifier, 24) && - verifier.VerifyTable(bwGateBias()) && - VerifyOffset(verifier, 26) && - verifier.VerifyTable(bwCandidateWeight()) && - VerifyOffset(verifier, 28) && - verifier.VerifyTable(bwCandidateBias()) && - VerifyOffset(verifier, 30) && - verifier.VerifyTable(bwRecurrentBias()) && - verifier.EndTable(); - } - RNNParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RNNParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RNNParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RNNParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_numUnits(int32_t numUnits) { - fbb_.AddElement(4, numUnits, 0); - } - void add_isBidirectionalRNN(bool isBidirectionalRNN) { - fbb_.AddElement(6, static_cast(isBidirectionalRNN), 0); - } - void add_linearBeforeReset(bool linearBeforeReset) { - fbb_.AddElement(8, static_cast(linearBeforeReset), 0); - } - void add_keepAllOutputs(bool keepAllOutputs) { - fbb_.AddElement(10, static_cast(keepAllOutputs), 0); - } - void add_fwGateWeight(flatbuffers::Offset fwGateWeight) { - fbb_.AddOffset(12, fwGateWeight); - } - void add_fwGateBias(flatbuffers::Offset fwGateBias) { - fbb_.AddOffset(14, fwGateBias); - } - void add_fwCandidateWeight(flatbuffers::Offset fwCandidateWeight) { - fbb_.AddOffset(16, fwCandidateWeight); - } - void add_fwCandidateBias(flatbuffers::Offset fwCandidateBias) { - fbb_.AddOffset(18, fwCandidateBias); - } - void add_fwRecurrentBias(flatbuffers::Offset fwRecurrentBias) { - fbb_.AddOffset(20, fwRecurrentBias); - } - void add_bwGateWeight(flatbuffers::Offset bwGateWeight) { - fbb_.AddOffset(22, bwGateWeight); - } - void add_bwGateBias(flatbuffers::Offset bwGateBias) { - fbb_.AddOffset(24, bwGateBias); - } - void add_bwCandidateWeight(flatbuffers::Offset bwCandidateWeight) { - fbb_.AddOffset(26, bwCandidateWeight); - } - void add_bwCandidateBias(flatbuffers::Offset bwCandidateBias) { - fbb_.AddOffset(28, bwCandidateBias); - } - void add_bwRecurrentBias(flatbuffers::Offset bwRecurrentBias) { - fbb_.AddOffset(30, bwRecurrentBias); - } - explicit RNNParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RNNParamBuilder &operator=(const RNNParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRNNParam( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t numUnits = 0, - bool isBidirectionalRNN = false, - bool linearBeforeReset = false, - bool keepAllOutputs = false, - flatbuffers::Offset fwGateWeight = 0, - flatbuffers::Offset fwGateBias = 0, - flatbuffers::Offset fwCandidateWeight = 0, - flatbuffers::Offset fwCandidateBias = 0, - flatbuffers::Offset fwRecurrentBias = 0, - flatbuffers::Offset bwGateWeight = 0, - flatbuffers::Offset bwGateBias = 0, - flatbuffers::Offset bwCandidateWeight = 0, - flatbuffers::Offset bwCandidateBias = 0, - flatbuffers::Offset bwRecurrentBias = 0) { - RNNParamBuilder builder_(_fbb); - builder_.add_bwRecurrentBias(bwRecurrentBias); - builder_.add_bwCandidateBias(bwCandidateBias); - builder_.add_bwCandidateWeight(bwCandidateWeight); - builder_.add_bwGateBias(bwGateBias); - builder_.add_bwGateWeight(bwGateWeight); - builder_.add_fwRecurrentBias(fwRecurrentBias); - builder_.add_fwCandidateBias(fwCandidateBias); - builder_.add_fwCandidateWeight(fwCandidateWeight); - builder_.add_fwGateBias(fwGateBias); - builder_.add_fwGateWeight(fwGateWeight); - builder_.add_numUnits(numUnits); - builder_.add_keepAllOutputs(keepAllOutputs); - builder_.add_linearBeforeReset(linearBeforeReset); - builder_.add_isBidirectionalRNN(isBidirectionalRNN); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRNNParam(flatbuffers::FlatBufferBuilder &_fbb, const RNNParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct BatchMatMulParamT : public flatbuffers::NativeTable { - typedef BatchMatMulParam TableType; - bool adjX; - bool adjY; - BatchMatMulParamT() - : adjX(false), - adjY(false) { - } -}; - -struct BatchMatMulParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BatchMatMulParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return BatchMatMulParamTypeTable(); - } - bool adjX() const { - return GetField(4, 0) != 0; - } - bool adjY() const { - return GetField(6, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - BatchMatMulParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(BatchMatMulParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const BatchMatMulParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct BatchMatMulParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_adjX(bool adjX) { - fbb_.AddElement(4, static_cast(adjX), 0); - } - void add_adjY(bool adjY) { - fbb_.AddElement(6, static_cast(adjY), 0); - } - explicit BatchMatMulParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - BatchMatMulParamBuilder &operator=(const BatchMatMulParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateBatchMatMulParam( - flatbuffers::FlatBufferBuilder &_fbb, - bool adjX = false, - bool adjY = false) { - BatchMatMulParamBuilder builder_(_fbb); - builder_.add_adjY(adjY); - builder_.add_adjX(adjX); - return builder_.Finish(); -} - -flatbuffers::Offset CreateBatchMatMulParam(flatbuffers::FlatBufferBuilder &_fbb, const BatchMatMulParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct DepthSpaceParamT : public flatbuffers::NativeTable { - typedef DepthSpaceParam TableType; - int32_t blockSize; - DepthToSpaceMode mode; - DepthSpaceParamT() - : blockSize(0), - mode(DepthToSpaceMode_DCR) { - } -}; - -struct DepthSpaceParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DepthSpaceParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return DepthSpaceParamTypeTable(); - } - int32_t blockSize() const { - return GetField(4, 0); - } - DepthToSpaceMode mode() const { - return static_cast(GetField(6, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - DepthSpaceParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(DepthSpaceParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const DepthSpaceParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct DepthSpaceParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_blockSize(int32_t blockSize) { - fbb_.AddElement(4, blockSize, 0); - } - void add_mode(DepthToSpaceMode mode) { - fbb_.AddElement(6, static_cast(mode), 0); - } - explicit DepthSpaceParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - DepthSpaceParamBuilder &operator=(const DepthSpaceParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateDepthSpaceParam( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t blockSize = 0, - DepthToSpaceMode mode = DepthToSpaceMode_DCR) { - DepthSpaceParamBuilder builder_(_fbb); - builder_.add_blockSize(blockSize); - builder_.add_mode(mode); - return builder_.Finish(); -} - -flatbuffers::Offset CreateDepthSpaceParam(flatbuffers::FlatBufferBuilder &_fbb, const DepthSpaceParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ReverseSequenceParamT : public flatbuffers::NativeTable { - typedef ReverseSequenceParam TableType; - int32_t batchDim; - int32_t seqDim; - ReverseSequenceParamT() - : batchDim(0), - seqDim(0) { - } -}; - -struct ReverseSequenceParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReverseSequenceParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ReverseSequenceParamTypeTable(); - } - int32_t batchDim() const { - return GetField(4, 0); - } - int32_t seqDim() const { - return GetField(6, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - ReverseSequenceParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ReverseSequenceParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReverseSequenceParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ReverseSequenceParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_batchDim(int32_t batchDim) { - fbb_.AddElement(4, batchDim, 0); - } - void add_seqDim(int32_t seqDim) { - fbb_.AddElement(6, seqDim, 0); - } - explicit ReverseSequenceParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ReverseSequenceParamBuilder &operator=(const ReverseSequenceParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateReverseSequenceParam( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t batchDim = 0, - int32_t seqDim = 0) { - ReverseSequenceParamBuilder builder_(_fbb); - builder_.add_seqDim(seqDim); - builder_.add_batchDim(batchDim); - return builder_.Finish(); -} - -flatbuffers::Offset CreateReverseSequenceParam(flatbuffers::FlatBufferBuilder &_fbb, const ReverseSequenceParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct DetectionPostProcessParamT : public flatbuffers::NativeTable { - typedef DetectionPostProcessParam TableType; - int32_t maxDetections; - int32_t maxClassesPerDetection; - int32_t detectionsPerClass; - float nmsScoreThreshold; - float iouThreshold; - int32_t numClasses; - bool useRegularNMS; - std::vector centerSizeEncoding; - DetectionPostProcessParamT() - : maxDetections(0), - maxClassesPerDetection(0), - detectionsPerClass(0), - nmsScoreThreshold(0.0f), - iouThreshold(0.0f), - numClasses(0), - useRegularNMS(false) { - } -}; - -struct DetectionPostProcessParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DetectionPostProcessParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return DetectionPostProcessParamTypeTable(); - } - int32_t maxDetections() const { - return GetField(4, 0); - } - int32_t maxClassesPerDetection() const { - return GetField(6, 0); - } - int32_t detectionsPerClass() const { - return GetField(8, 0); - } - float nmsScoreThreshold() const { - return GetField(10, 0.0f); - } - float iouThreshold() const { - return GetField(12, 0.0f); - } - int32_t numClasses() const { - return GetField(14, 0); - } - bool useRegularNMS() const { - return GetField(16, 0) != 0; - } - const flatbuffers::Vector *centerSizeEncoding() const { - return GetPointer *>(18); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - VerifyOffset(verifier, 18) && - verifier.VerifyVector(centerSizeEncoding()) && - verifier.EndTable(); - } - DetectionPostProcessParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(DetectionPostProcessParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const DetectionPostProcessParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct DetectionPostProcessParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_maxDetections(int32_t maxDetections) { - fbb_.AddElement(4, maxDetections, 0); - } - void add_maxClassesPerDetection(int32_t maxClassesPerDetection) { - fbb_.AddElement(6, maxClassesPerDetection, 0); - } - void add_detectionsPerClass(int32_t detectionsPerClass) { - fbb_.AddElement(8, detectionsPerClass, 0); - } - void add_nmsScoreThreshold(float nmsScoreThreshold) { - fbb_.AddElement(10, nmsScoreThreshold, 0.0f); - } - void add_iouThreshold(float iouThreshold) { - fbb_.AddElement(12, iouThreshold, 0.0f); - } - void add_numClasses(int32_t numClasses) { - fbb_.AddElement(14, numClasses, 0); - } - void add_useRegularNMS(bool useRegularNMS) { - fbb_.AddElement(16, static_cast(useRegularNMS), 0); - } - void add_centerSizeEncoding(flatbuffers::Offset> centerSizeEncoding) { - fbb_.AddOffset(18, centerSizeEncoding); - } - explicit DetectionPostProcessParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - DetectionPostProcessParamBuilder &operator=(const DetectionPostProcessParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateDetectionPostProcessParam( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t maxDetections = 0, - int32_t maxClassesPerDetection = 0, - int32_t detectionsPerClass = 0, - float nmsScoreThreshold = 0.0f, - float iouThreshold = 0.0f, - int32_t numClasses = 0, - bool useRegularNMS = false, - flatbuffers::Offset> centerSizeEncoding = 0) { - DetectionPostProcessParamBuilder builder_(_fbb); - builder_.add_centerSizeEncoding(centerSizeEncoding); - builder_.add_numClasses(numClasses); - builder_.add_iouThreshold(iouThreshold); - builder_.add_nmsScoreThreshold(nmsScoreThreshold); - builder_.add_detectionsPerClass(detectionsPerClass); - builder_.add_maxClassesPerDetection(maxClassesPerDetection); - builder_.add_maxDetections(maxDetections); - builder_.add_useRegularNMS(useRegularNMS); - return builder_.Finish(); -} - -flatbuffers::Offset CreateDetectionPostProcessParam(flatbuffers::FlatBufferBuilder &_fbb, const DetectionPostProcessParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct OneHotParamT : public flatbuffers::NativeTable { - typedef OneHotParam TableType; - DataType dType; - int32_t axis; - OneHotParamT() - : dType(DataType_DT_FLOAT), - axis(-1) { - } -}; - -struct OneHotParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef OneHotParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return OneHotParamTypeTable(); - } - DataType dType() const { - return static_cast(GetField(4, 1)); - } - int32_t axis() const { - return GetField(6, -1); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - OneHotParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(OneHotParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const OneHotParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct OneHotParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dType(DataType dType) { - fbb_.AddElement(4, static_cast(dType), 1); - } - void add_axis(int32_t axis) { - fbb_.AddElement(6, axis, -1); - } - explicit OneHotParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - OneHotParamBuilder &operator=(const OneHotParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateOneHotParam( - flatbuffers::FlatBufferBuilder &_fbb, - DataType dType = DataType_DT_FLOAT, - int32_t axis = -1) { - OneHotParamBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_dType(dType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateOneHotParam(flatbuffers::FlatBufferBuilder &_fbb, const OneHotParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct PadParamT : public flatbuffers::NativeTable { - typedef PadParam TableType; - PadValueMode mode; - PadParamT() - : mode(PadValueMode_CONSTANT) { - } -}; - -struct PadParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PadParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return PadParamTypeTable(); - } - PadValueMode mode() const { - return static_cast(GetField(4, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - verifier.EndTable(); - } - PadParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(PadParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const PadParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct PadParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_mode(PadValueMode mode) { - fbb_.AddElement(4, static_cast(mode), 0); - } - explicit PadParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - PadParamBuilder &operator=(const PadParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreatePadParam( - flatbuffers::FlatBufferBuilder &_fbb, - PadValueMode mode = PadValueMode_CONSTANT) { - PadParamBuilder builder_(_fbb); - builder_.add_mode(mode); - return builder_.Finish(); -} - -flatbuffers::Offset CreatePadParam(flatbuffers::FlatBufferBuilder &_fbb, const PadParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct LayerNormT : public flatbuffers::NativeTable { - typedef LayerNorm TableType; - std::vector axis; - float epsilon; - std::vector gamma; - std::vector beta; - int32_t group; - std::vector external; - LayerNormT() - : epsilon(0.0f), - group(1) { - } -}; - -struct LayerNorm FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LayerNormT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return LayerNormTypeTable(); - } - const flatbuffers::Vector *axis() const { - return GetPointer *>(4); - } - float epsilon() const { - return GetField(6, 0.0f); - } - const flatbuffers::Vector *gamma() const { - return GetPointer *>(8); - } - const flatbuffers::Vector *beta() const { - return GetPointer *>(10); - } - int32_t group() const { - return GetField(12, 1); - } - const flatbuffers::Vector *external() const { - return GetPointer *>(14); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, 4) && - verifier.VerifyVector(axis()) && - VerifyField(verifier, 6) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(gamma()) && - VerifyOffset(verifier, 10) && - verifier.VerifyVector(beta()) && - VerifyField(verifier, 12) && - VerifyOffset(verifier, 14) && - verifier.VerifyVector(external()) && - verifier.EndTable(); - } - LayerNormT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(LayerNormT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const LayerNormT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct LayerNormBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(flatbuffers::Offset> axis) { - fbb_.AddOffset(4, axis); - } - void add_epsilon(float epsilon) { - fbb_.AddElement(6, epsilon, 0.0f); - } - void add_gamma(flatbuffers::Offset> gamma) { - fbb_.AddOffset(8, gamma); - } - void add_beta(flatbuffers::Offset> beta) { - fbb_.AddOffset(10, beta); - } - void add_group(int32_t group) { - fbb_.AddElement(12, group, 1); - } - void add_external(flatbuffers::Offset> external) { - fbb_.AddOffset(14, external); - } - explicit LayerNormBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - LayerNormBuilder &operator=(const LayerNormBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateLayerNorm( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset> axis = 0, - float epsilon = 0.0f, - flatbuffers::Offset> gamma = 0, - flatbuffers::Offset> beta = 0, - int32_t group = 1, - flatbuffers::Offset> external = 0) { - LayerNormBuilder builder_(_fbb); - builder_.add_external(external); - builder_.add_group(group); - builder_.add_beta(beta); - builder_.add_gamma(gamma); - builder_.add_epsilon(epsilon); - builder_.add_axis(axis); - return builder_.Finish(); -} - -flatbuffers::Offset CreateLayerNorm(flatbuffers::FlatBufferBuilder &_fbb, const LayerNormT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct RandomUniformT : public flatbuffers::NativeTable { - typedef RandomUniform TableType; - int32_t seed; - int32_t seed2; - DataType type; - float low; - float high; - RandomUniformT() - : seed(0), - seed2(0), - type(DataType_DT_FLOAT), - low(0.0f), - high(1.0f) { - } -}; - -struct RandomUniform FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RandomUniformT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return RandomUniformTypeTable(); - } - int32_t seed() const { - return GetField(4, 0); - } - int32_t seed2() const { - return GetField(6, 0); - } - DataType type() const { - return static_cast(GetField(8, 1)); - } - float low() const { - return GetField(10, 0.0f); - } - float high() const { - return GetField(12, 1.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - verifier.EndTable(); - } - RandomUniformT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(RandomUniformT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const RandomUniformT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct RandomUniformBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_seed(int32_t seed) { - fbb_.AddElement(4, seed, 0); - } - void add_seed2(int32_t seed2) { - fbb_.AddElement(6, seed2, 0); - } - void add_type(DataType type) { - fbb_.AddElement(8, static_cast(type), 1); - } - void add_low(float low) { - fbb_.AddElement(10, low, 0.0f); - } - void add_high(float high) { - fbb_.AddElement(12, high, 1.0f); - } - explicit RandomUniformBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - RandomUniformBuilder &operator=(const RandomUniformBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateRandomUniform( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t seed = 0, - int32_t seed2 = 0, - DataType type = DataType_DT_FLOAT, - float low = 0.0f, - float high = 1.0f) { - RandomUniformBuilder builder_(_fbb); - builder_.add_high(high); - builder_.add_low(low); - builder_.add_type(type); - builder_.add_seed2(seed2); - builder_.add_seed(seed); - return builder_.Finish(); -} - -flatbuffers::Offset CreateRandomUniform(flatbuffers::FlatBufferBuilder &_fbb, const RandomUniformT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct TensorArrayT : public flatbuffers::NativeTable { - typedef TensorArray TableType; - bool dynamic_size; - bool identical_element_shapes; - std::vector element_shape; - DataType T; - int32_t axis; - bool keepdims; - bool new_axis; - TensorArrayT() - : dynamic_size(false), - identical_element_shapes(false), - T(DataType_DT_FLOAT), - axis(0), - keepdims(true), - new_axis(false) { - } -}; - -struct TensorArray FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TensorArrayT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return TensorArrayTypeTable(); - } - bool dynamic_size() const { - return GetField(4, 0) != 0; - } - bool identical_element_shapes() const { - return GetField(6, 0) != 0; - } - const flatbuffers::Vector *element_shape() const { - return GetPointer *>(8); - } - DataType T() const { - return static_cast(GetField(10, 1)); - } - int32_t axis() const { - return GetField(12, 0); - } - bool keepdims() const { - return GetField(14, 1) != 0; - } - bool new_axis() const { - return GetField(16, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyOffset(verifier, 8) && - verifier.VerifyVector(element_shape()) && - VerifyField(verifier, 10) && - VerifyField(verifier, 12) && - VerifyField(verifier, 14) && - VerifyField(verifier, 16) && - verifier.EndTable(); - } - TensorArrayT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(TensorArrayT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorArrayT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct TensorArrayBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_dynamic_size(bool dynamic_size) { - fbb_.AddElement(4, static_cast(dynamic_size), 0); - } - void add_identical_element_shapes(bool identical_element_shapes) { - fbb_.AddElement(6, static_cast(identical_element_shapes), 0); - } - void add_element_shape(flatbuffers::Offset> element_shape) { - fbb_.AddOffset(8, element_shape); - } - void add_T(DataType T) { - fbb_.AddElement(10, static_cast(T), 1); - } - void add_axis(int32_t axis) { - fbb_.AddElement(12, axis, 0); - } - void add_keepdims(bool keepdims) { - fbb_.AddElement(14, static_cast(keepdims), 1); - } - void add_new_axis(bool new_axis) { - fbb_.AddElement(16, static_cast(new_axis), 0); - } - explicit TensorArrayBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - TensorArrayBuilder &operator=(const TensorArrayBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateTensorArray( - flatbuffers::FlatBufferBuilder &_fbb, - bool dynamic_size = false, - bool identical_element_shapes = false, - flatbuffers::Offset> element_shape = 0, - DataType T = DataType_DT_FLOAT, - int32_t axis = 0, - bool keepdims = true, - bool new_axis = false) { - TensorArrayBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_T(T); - builder_.add_element_shape(element_shape); - builder_.add_new_axis(new_axis); - builder_.add_keepdims(keepdims); - builder_.add_identical_element_shapes(identical_element_shapes); - builder_.add_dynamic_size(dynamic_size); - return builder_.Finish(); -} - -flatbuffers::Offset CreateTensorArray(flatbuffers::FlatBufferBuilder &_fbb, const TensorArrayT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct LSTMBlockCellT : public flatbuffers::NativeTable { - typedef LSTMBlockCell TableType; - float cell_clip; - float forget_bias; - bool use_peephole; - LSTMBlockCellT() - : cell_clip(3.0f), - forget_bias(1.0f), - use_peephole(false) { - } -}; - -struct LSTMBlockCell FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LSTMBlockCellT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return LSTMBlockCellTypeTable(); - } - float cell_clip() const { - return GetField(4, 3.0f); - } - float forget_bias() const { - return GetField(6, 1.0f); - } - bool use_peephole() const { - return GetField(8, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - LSTMBlockCellT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(LSTMBlockCellT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const LSTMBlockCellT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct LSTMBlockCellBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_cell_clip(float cell_clip) { - fbb_.AddElement(4, cell_clip, 3.0f); - } - void add_forget_bias(float forget_bias) { - fbb_.AddElement(6, forget_bias, 1.0f); - } - void add_use_peephole(bool use_peephole) { - fbb_.AddElement(8, static_cast(use_peephole), 0); - } - explicit LSTMBlockCellBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - LSTMBlockCellBuilder &operator=(const LSTMBlockCellBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateLSTMBlockCell( - flatbuffers::FlatBufferBuilder &_fbb, - float cell_clip = 3.0f, - float forget_bias = 1.0f, - bool use_peephole = false) { - LSTMBlockCellBuilder builder_(_fbb); - builder_.add_forget_bias(forget_bias); - builder_.add_cell_clip(cell_clip); - builder_.add_use_peephole(use_peephole); - return builder_.Finish(); -} - -flatbuffers::Offset CreateLSTMBlockCell(flatbuffers::FlatBufferBuilder &_fbb, const LSTMBlockCellT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -inline BinaryOpT *BinaryOp::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new BinaryOpT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void BinaryOp::UnPackTo(BinaryOpT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = opType(); _o->opType = _e; }; - { auto _e = T(); _o->T = _e; }; - { auto _e = activationType(); _o->activationType = _e; }; -} - -inline flatbuffers::Offset BinaryOp::Pack(flatbuffers::FlatBufferBuilder &_fbb, const BinaryOpT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateBinaryOp(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateBinaryOp(flatbuffers::FlatBufferBuilder &_fbb, const BinaryOpT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const BinaryOpT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _opType = _o->opType; - auto _T = _o->T; - auto _activationType = _o->activationType; - return MNN::CreateBinaryOp( - _fbb, - _opType, - _T, - _activationType); -} - -inline PackParamT *PackParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new PackParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void PackParam::UnPackTo(PackParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dataType(); _o->dataType = _e; }; - { auto _e = axis(); _o->axis = _e; }; -} - -inline flatbuffers::Offset PackParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const PackParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePackParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePackParam(flatbuffers::FlatBufferBuilder &_fbb, const PackParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const PackParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dataType = _o->dataType; - auto _axis = _o->axis; - return MNN::CreatePackParam( - _fbb, - _dataType, - _axis); -} - -inline StridedSliceParamT *StridedSliceParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new StridedSliceParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void StridedSliceParam::UnPackTo(StridedSliceParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = Index(); _o->Index = _e; }; - { auto _e = T(); _o->T = _e; }; - { auto _e = beginMask(); _o->beginMask = _e; }; - { auto _e = endMask(); _o->endMask = _e; }; - { auto _e = ellipsisMask(); _o->ellipsisMask = _e; }; - { auto _e = newAxisMask(); _o->newAxisMask = _e; }; - { auto _e = shrinkAxisMask(); _o->shrinkAxisMask = _e; }; - { auto _e = fromType(); _o->fromType = _e; }; -} - -inline flatbuffers::Offset StridedSliceParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const StridedSliceParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateStridedSliceParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateStridedSliceParam(flatbuffers::FlatBufferBuilder &_fbb, const StridedSliceParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const StridedSliceParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _Index = _o->Index; - auto _T = _o->T; - auto _beginMask = _o->beginMask; - auto _endMask = _o->endMask; - auto _ellipsisMask = _o->ellipsisMask; - auto _newAxisMask = _o->newAxisMask; - auto _shrinkAxisMask = _o->shrinkAxisMask; - auto _fromType = _o->fromType; - return MNN::CreateStridedSliceParam( - _fbb, - _Index, - _T, - _beginMask, - _endMask, - _ellipsisMask, - _newAxisMask, - _shrinkAxisMask, - _fromType); -} - -inline SqueezeParamT *SqueezeParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SqueezeParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void SqueezeParam::UnPackTo(SqueezeParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = squeezeDims(); if (_e) { _o->squeezeDims.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->squeezeDims[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset SqueezeParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SqueezeParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSqueezeParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSqueezeParam(flatbuffers::FlatBufferBuilder &_fbb, const SqueezeParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SqueezeParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _squeezeDims = _o->squeezeDims.size() ? _fbb.CreateVector(_o->squeezeDims) : 0; - return MNN::CreateSqueezeParam( - _fbb, - _squeezeDims); -} - -inline CastParamT *CastParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new CastParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void CastParam::UnPackTo(CastParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = srcT(); _o->srcT = _e; }; - { auto _e = dstT(); _o->dstT = _e; }; -} - -inline flatbuffers::Offset CastParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const CastParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateCastParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateCastParam(flatbuffers::FlatBufferBuilder &_fbb, const CastParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const CastParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _srcT = _o->srcT; - auto _dstT = _o->dstT; - return MNN::CreateCastParam( - _fbb, - _srcT, - _dstT); -} - -inline ReductionParamT *ReductionParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ReductionParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ReductionParam::UnPackTo(ReductionParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = operation(); _o->operation = _e; }; - { auto _e = dim(); if (_e) { _o->dim.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dim[_i] = _e->Get(_i); } } }; - { auto _e = coeff(); _o->coeff = _e; }; - { auto _e = keepDims(); _o->keepDims = _e; }; - { auto _e = dType(); _o->dType = _e; }; -} - -inline flatbuffers::Offset ReductionParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReductionParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateReductionParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateReductionParam(flatbuffers::FlatBufferBuilder &_fbb, const ReductionParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ReductionParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _operation = _o->operation; - auto _dim = _o->dim.size() ? _fbb.CreateVector(_o->dim) : 0; - auto _coeff = _o->coeff; - auto _keepDims = _o->keepDims; - auto _dType = _o->dType; - return MNN::CreateReductionParam( - _fbb, - _operation, - _dim, - _coeff, - _keepDims, - _dType); -} - -inline GatherT *Gather::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new GatherT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Gather::UnPackTo(GatherT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = Tindices(); _o->Tindices = _e; }; - { auto _e = Tparams(); _o->Tparams = _e; }; - { auto _e = validateIndices(); _o->validateIndices = _e; }; - { auto _e = axis(); _o->axis = _e; }; -} - -inline flatbuffers::Offset Gather::Pack(flatbuffers::FlatBufferBuilder &_fbb, const GatherT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateGather(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateGather(flatbuffers::FlatBufferBuilder &_fbb, const GatherT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const GatherT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _Tindices = _o->Tindices; - auto _Tparams = _o->Tparams; - auto _validateIndices = _o->validateIndices; - auto _axis = _o->axis; - return MNN::CreateGather( - _fbb, - _Tindices, - _Tparams, - _validateIndices, - _axis); -} - -inline ExpandDimsT *ExpandDims::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ExpandDimsT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ExpandDims::UnPackTo(ExpandDimsT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = T(); _o->T = _e; }; - { auto _e = Tdim(); _o->Tdim = _e; }; - { auto _e = axis(); _o->axis = _e; }; -} - -inline flatbuffers::Offset ExpandDims::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ExpandDimsT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateExpandDims(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateExpandDims(flatbuffers::FlatBufferBuilder &_fbb, const ExpandDimsT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ExpandDimsT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _T = _o->T; - auto _Tdim = _o->Tdim; - auto _axis = _o->axis; - return MNN::CreateExpandDims( - _fbb, - _T, - _Tdim, - _axis); -} - -inline SeluT *Selu::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SeluT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Selu::UnPackTo(SeluT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = scale(); _o->scale = _e; }; - { auto _e = alpha(); _o->alpha = _e; }; -} - -inline flatbuffers::Offset Selu::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SeluT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSelu(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSelu(flatbuffers::FlatBufferBuilder &_fbb, const SeluT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SeluT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _scale = _o->scale; - auto _alpha = _o->alpha; - return MNN::CreateSelu( - _fbb, - _scale, - _alpha); -} - -inline AsStringT *AsString::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new AsStringT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void AsString::UnPackTo(AsStringT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = T(); _o->T = _e; }; - { auto _e = precision(); _o->precision = _e; }; - { auto _e = scientific(); _o->scientific = _e; }; - { auto _e = shortest(); _o->shortest = _e; }; - { auto _e = width(); _o->width = _e; }; - { auto _e = fillString(); if (_e) _o->fillString = _e->str(); }; -} - -inline flatbuffers::Offset AsString::Pack(flatbuffers::FlatBufferBuilder &_fbb, const AsStringT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateAsString(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateAsString(flatbuffers::FlatBufferBuilder &_fbb, const AsStringT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const AsStringT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _T = _o->T; - auto _precision = _o->precision; - auto _scientific = _o->scientific; - auto _shortest = _o->shortest; - auto _width = _o->width; - auto _fillString = _o->fillString.empty() ? 0 : _fbb.CreateString(_o->fillString); - return MNN::CreateAsString( - _fbb, - _T, - _precision, - _scientific, - _shortest, - _width, - _fillString); -} - -inline ReduceJoinT *ReduceJoin::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ReduceJoinT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ReduceJoin::UnPackTo(ReduceJoinT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = keepDims(); _o->keepDims = _e; }; - { auto _e = separator(); if (_e) _o->separator = _e->str(); }; -} - -inline flatbuffers::Offset ReduceJoin::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReduceJoinT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateReduceJoin(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateReduceJoin(flatbuffers::FlatBufferBuilder &_fbb, const ReduceJoinT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ReduceJoinT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _keepDims = _o->keepDims; - auto _separator = _o->separator.empty() ? 0 : _fbb.CreateString(_o->separator); - return MNN::CreateReduceJoin( - _fbb, - _keepDims, - _separator); -} - -inline UnaryOpT *UnaryOp::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new UnaryOpT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void UnaryOp::UnPackTo(UnaryOpT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = opType(); _o->opType = _e; }; - { auto _e = T(); _o->T = _e; }; - { auto _e = tableInt8(); if (_e) { _o->tableInt8.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->tableInt8[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset UnaryOp::Pack(flatbuffers::FlatBufferBuilder &_fbb, const UnaryOpT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateUnaryOp(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateUnaryOp(flatbuffers::FlatBufferBuilder &_fbb, const UnaryOpT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const UnaryOpT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _opType = _o->opType; - auto _T = _o->T; - auto _tableInt8 = _o->tableInt8.size() ? _fbb.CreateVector(_o->tableInt8) : 0; - return MNN::CreateUnaryOp( - _fbb, - _opType, - _T, - _tableInt8); -} - -inline TopKV2T *TopKV2::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new TopKV2T(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void TopKV2::UnPackTo(TopKV2T *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = T(); _o->T = _e; }; - { auto _e = sorted(); _o->sorted = _e; }; - { auto _e = largest(); _o->largest = _e; }; -} - -inline flatbuffers::Offset TopKV2::Pack(flatbuffers::FlatBufferBuilder &_fbb, const TopKV2T* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateTopKV2(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateTopKV2(flatbuffers::FlatBufferBuilder &_fbb, const TopKV2T *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const TopKV2T* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _T = _o->T; - auto _sorted = _o->sorted; - auto _largest = _o->largest; - return MNN::CreateTopKV2( - _fbb, - _T, - _sorted, - _largest); -} - -inline CropAndResizeT *CropAndResize::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new CropAndResizeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void CropAndResize::UnPackTo(CropAndResizeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = extrapolationValue(); _o->extrapolationValue = _e; }; - { auto _e = method(); _o->method = _e; }; -} - -inline flatbuffers::Offset CropAndResize::Pack(flatbuffers::FlatBufferBuilder &_fbb, const CropAndResizeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateCropAndResize(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateCropAndResize(flatbuffers::FlatBufferBuilder &_fbb, const CropAndResizeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const CropAndResizeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _extrapolationValue = _o->extrapolationValue; - auto _method = _o->method; - return MNN::CreateCropAndResize( - _fbb, - _extrapolationValue, - _method); -} - -inline FillT *Fill::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new FillT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Fill::UnPackTo(FillT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; -} - -inline flatbuffers::Offset Fill::Pack(flatbuffers::FlatBufferBuilder &_fbb, const FillT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateFill(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateFill(flatbuffers::FlatBufferBuilder &_fbb, const FillT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const FillT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - return MNN::CreateFill( - _fbb); -} - -inline GatherV2T *GatherV2::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new GatherV2T(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void GatherV2::UnPackTo(GatherV2T *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = Taxis(); _o->Taxis = _e; }; - { auto _e = Tindices(); _o->Tindices = _e; }; - { auto _e = Tparams(); _o->Tparams = _e; }; -} - -inline flatbuffers::Offset GatherV2::Pack(flatbuffers::FlatBufferBuilder &_fbb, const GatherV2T* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateGatherV2(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateGatherV2(flatbuffers::FlatBufferBuilder &_fbb, const GatherV2T *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const GatherV2T* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _Taxis = _o->Taxis; - auto _Tindices = _o->Tindices; - auto _Tparams = _o->Tparams; - return MNN::CreateGatherV2( - _fbb, - _Taxis, - _Tindices, - _Tparams); -} - -inline NonMaxSuppressionV2T *NonMaxSuppressionV2::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new NonMaxSuppressionV2T(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void NonMaxSuppressionV2::UnPackTo(NonMaxSuppressionV2T *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; -} - -inline flatbuffers::Offset NonMaxSuppressionV2::Pack(flatbuffers::FlatBufferBuilder &_fbb, const NonMaxSuppressionV2T* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateNonMaxSuppressionV2(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateNonMaxSuppressionV2(flatbuffers::FlatBufferBuilder &_fbb, const NonMaxSuppressionV2T *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const NonMaxSuppressionV2T* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - return MNN::CreateNonMaxSuppressionV2( - _fbb); -} - -inline RangeT *Range::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RangeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Range::UnPackTo(RangeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = Tidx(); _o->Tidx = _e; }; -} - -inline flatbuffers::Offset Range::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RangeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRange(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRange(flatbuffers::FlatBufferBuilder &_fbb, const RangeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RangeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _Tidx = _o->Tidx; - return MNN::CreateRange( - _fbb, - _Tidx); -} - -inline RankT *Rank::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RankT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Rank::UnPackTo(RankT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; -} - -inline flatbuffers::Offset Rank::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RankT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRank(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRank(flatbuffers::FlatBufferBuilder &_fbb, const RankT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RankT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - return MNN::CreateRank( - _fbb); -} - -inline SizeT *Size::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SizeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Size::UnPackTo(SizeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = outputDataType(); _o->outputDataType = _e; }; -} - -inline flatbuffers::Offset Size::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SizeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSize(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSize(flatbuffers::FlatBufferBuilder &_fbb, const SizeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SizeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _outputDataType = _o->outputDataType; - return MNN::CreateSize( - _fbb, - _outputDataType); -} - -inline TransposeT *Transpose::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new TransposeT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Transpose::UnPackTo(TransposeT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = Tperm(); _o->Tperm = _e; }; -} - -inline flatbuffers::Offset Transpose::Pack(flatbuffers::FlatBufferBuilder &_fbb, const TransposeT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateTranspose(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateTranspose(flatbuffers::FlatBufferBuilder &_fbb, const TransposeT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const TransposeT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _Tperm = _o->Tperm; - return MNN::CreateTranspose( - _fbb, - _Tperm); -} - -inline SliceTfT *SliceTf::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SliceTfT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void SliceTf::UnPackTo(SliceTfT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = T(); _o->T = _e; }; -} - -inline flatbuffers::Offset SliceTf::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SliceTfT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSliceTf(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSliceTf(flatbuffers::FlatBufferBuilder &_fbb, const SliceTfT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SliceTfT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _T = _o->T; - return MNN::CreateSliceTf( - _fbb, - _T); -} - -inline QuantizeMaxMinT *QuantizeMaxMin::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new QuantizeMaxMinT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void QuantizeMaxMin::UnPackTo(QuantizeMaxMinT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = T(); _o->T = _e; }; -} - -inline flatbuffers::Offset QuantizeMaxMin::Pack(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeMaxMinT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateQuantizeMaxMin(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateQuantizeMaxMin(flatbuffers::FlatBufferBuilder &_fbb, const QuantizeMaxMinT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const QuantizeMaxMinT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _T = _o->T; - return MNN::CreateQuantizeMaxMin( - _fbb, - _T); -} - -inline CropT *Crop::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new CropT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void Crop::UnPackTo(CropT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = axis(); _o->axis = _e; }; - { auto _e = offset(); if (_e) { _o->offset.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->offset[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset Crop::Pack(flatbuffers::FlatBufferBuilder &_fbb, const CropT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateCrop(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateCrop(flatbuffers::FlatBufferBuilder &_fbb, const CropT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const CropT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _axis = _o->axis; - auto _offset = _o->offset.size() ? _fbb.CreateVector(_o->offset) : 0; - return MNN::CreateCrop( - _fbb, - _axis, - _offset); -} - -inline SpaceBatchT *SpaceBatch::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new SpaceBatchT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void SpaceBatch::UnPackTo(SpaceBatchT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = blockShape(); if (_e) _o->blockShape = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = padding(); if (_e) _o->padding = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset SpaceBatch::Pack(flatbuffers::FlatBufferBuilder &_fbb, const SpaceBatchT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateSpaceBatch(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateSpaceBatch(flatbuffers::FlatBufferBuilder &_fbb, const SpaceBatchT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const SpaceBatchT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _blockShape = _o->blockShape ? CreateBlob(_fbb, _o->blockShape.get(), _rehasher) : 0; - auto _padding = _o->padding ? CreateBlob(_fbb, _o->padding.get(), _rehasher) : 0; - return MNN::CreateSpaceBatch( - _fbb, - _blockShape, - _padding); -} - -inline MatMulT *MatMul::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new MatMulT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void MatMul::UnPackTo(MatMulT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = T(); _o->T = _e; }; - { auto _e = transposeA(); _o->transposeA = _e; }; - { auto _e = transposeB(); _o->transposeB = _e; }; - { auto _e = weight(); if (_e) { _o->weight.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->weight[_i] = _e->Get(_i); } } }; - { auto _e = bias(); if (_e) { _o->bias.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->bias[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset MatMul::Pack(flatbuffers::FlatBufferBuilder &_fbb, const MatMulT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateMatMul(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateMatMul(flatbuffers::FlatBufferBuilder &_fbb, const MatMulT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const MatMulT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _T = _o->T; - auto _transposeA = _o->transposeA; - auto _transposeB = _o->transposeB; - auto _weight = _o->weight.size() ? _fbb.CreateVector(_o->weight) : 0; - auto _bias = _o->bias.size() ? _fbb.CreateVector(_o->bias) : 0; - return MNN::CreateMatMul( - _fbb, - _T, - _transposeA, - _transposeB, - _weight, - _bias); -} - -inline MomentsParamT *MomentsParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new MomentsParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void MomentsParam::UnPackTo(MomentsParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dim(); if (_e) { _o->dim.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->dim[_i] = _e->Get(_i); } } }; - { auto _e = keepDims(); _o->keepDims = _e; }; - { auto _e = dType(); _o->dType = _e; }; -} - -inline flatbuffers::Offset MomentsParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const MomentsParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateMomentsParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateMomentsParam(flatbuffers::FlatBufferBuilder &_fbb, const MomentsParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const MomentsParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dim = _o->dim.size() ? _fbb.CreateVector(_o->dim) : 0; - auto _keepDims = _o->keepDims; - auto _dType = _o->dType; - return MNN::CreateMomentsParam( - _fbb, - _dim, - _keepDims, - _dType); -} - -inline RNNParamT *RNNParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RNNParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void RNNParam::UnPackTo(RNNParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = numUnits(); _o->numUnits = _e; }; - { auto _e = isBidirectionalRNN(); _o->isBidirectionalRNN = _e; }; - { auto _e = linearBeforeReset(); _o->linearBeforeReset = _e; }; - { auto _e = keepAllOutputs(); _o->keepAllOutputs = _e; }; - { auto _e = fwGateWeight(); if (_e) _o->fwGateWeight = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = fwGateBias(); if (_e) _o->fwGateBias = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = fwCandidateWeight(); if (_e) _o->fwCandidateWeight = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = fwCandidateBias(); if (_e) _o->fwCandidateBias = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = fwRecurrentBias(); if (_e) _o->fwRecurrentBias = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = bwGateWeight(); if (_e) _o->bwGateWeight = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = bwGateBias(); if (_e) _o->bwGateBias = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = bwCandidateWeight(); if (_e) _o->bwCandidateWeight = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = bwCandidateBias(); if (_e) _o->bwCandidateBias = std::unique_ptr(_e->UnPack(_resolver)); }; - { auto _e = bwRecurrentBias(); if (_e) _o->bwRecurrentBias = std::unique_ptr(_e->UnPack(_resolver)); }; -} - -inline flatbuffers::Offset RNNParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RNNParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRNNParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRNNParam(flatbuffers::FlatBufferBuilder &_fbb, const RNNParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RNNParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _numUnits = _o->numUnits; - auto _isBidirectionalRNN = _o->isBidirectionalRNN; - auto _linearBeforeReset = _o->linearBeforeReset; - auto _keepAllOutputs = _o->keepAllOutputs; - auto _fwGateWeight = _o->fwGateWeight ? CreateBlob(_fbb, _o->fwGateWeight.get(), _rehasher) : 0; - auto _fwGateBias = _o->fwGateBias ? CreateBlob(_fbb, _o->fwGateBias.get(), _rehasher) : 0; - auto _fwCandidateWeight = _o->fwCandidateWeight ? CreateBlob(_fbb, _o->fwCandidateWeight.get(), _rehasher) : 0; - auto _fwCandidateBias = _o->fwCandidateBias ? CreateBlob(_fbb, _o->fwCandidateBias.get(), _rehasher) : 0; - auto _fwRecurrentBias = _o->fwRecurrentBias ? CreateBlob(_fbb, _o->fwRecurrentBias.get(), _rehasher) : 0; - auto _bwGateWeight = _o->bwGateWeight ? CreateBlob(_fbb, _o->bwGateWeight.get(), _rehasher) : 0; - auto _bwGateBias = _o->bwGateBias ? CreateBlob(_fbb, _o->bwGateBias.get(), _rehasher) : 0; - auto _bwCandidateWeight = _o->bwCandidateWeight ? CreateBlob(_fbb, _o->bwCandidateWeight.get(), _rehasher) : 0; - auto _bwCandidateBias = _o->bwCandidateBias ? CreateBlob(_fbb, _o->bwCandidateBias.get(), _rehasher) : 0; - auto _bwRecurrentBias = _o->bwRecurrentBias ? CreateBlob(_fbb, _o->bwRecurrentBias.get(), _rehasher) : 0; - return MNN::CreateRNNParam( - _fbb, - _numUnits, - _isBidirectionalRNN, - _linearBeforeReset, - _keepAllOutputs, - _fwGateWeight, - _fwGateBias, - _fwCandidateWeight, - _fwCandidateBias, - _fwRecurrentBias, - _bwGateWeight, - _bwGateBias, - _bwCandidateWeight, - _bwCandidateBias, - _bwRecurrentBias); -} - -inline BatchMatMulParamT *BatchMatMulParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new BatchMatMulParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void BatchMatMulParam::UnPackTo(BatchMatMulParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = adjX(); _o->adjX = _e; }; - { auto _e = adjY(); _o->adjY = _e; }; -} - -inline flatbuffers::Offset BatchMatMulParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const BatchMatMulParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateBatchMatMulParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateBatchMatMulParam(flatbuffers::FlatBufferBuilder &_fbb, const BatchMatMulParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const BatchMatMulParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _adjX = _o->adjX; - auto _adjY = _o->adjY; - return MNN::CreateBatchMatMulParam( - _fbb, - _adjX, - _adjY); -} - -inline DepthSpaceParamT *DepthSpaceParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new DepthSpaceParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void DepthSpaceParam::UnPackTo(DepthSpaceParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = blockSize(); _o->blockSize = _e; }; - { auto _e = mode(); _o->mode = _e; }; -} - -inline flatbuffers::Offset DepthSpaceParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const DepthSpaceParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateDepthSpaceParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateDepthSpaceParam(flatbuffers::FlatBufferBuilder &_fbb, const DepthSpaceParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const DepthSpaceParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _blockSize = _o->blockSize; - auto _mode = _o->mode; - return MNN::CreateDepthSpaceParam( - _fbb, - _blockSize, - _mode); -} - -inline ReverseSequenceParamT *ReverseSequenceParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ReverseSequenceParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ReverseSequenceParam::UnPackTo(ReverseSequenceParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = batchDim(); _o->batchDim = _e; }; - { auto _e = seqDim(); _o->seqDim = _e; }; -} - -inline flatbuffers::Offset ReverseSequenceParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ReverseSequenceParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateReverseSequenceParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateReverseSequenceParam(flatbuffers::FlatBufferBuilder &_fbb, const ReverseSequenceParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ReverseSequenceParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _batchDim = _o->batchDim; - auto _seqDim = _o->seqDim; - return MNN::CreateReverseSequenceParam( - _fbb, - _batchDim, - _seqDim); -} - -inline DetectionPostProcessParamT *DetectionPostProcessParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new DetectionPostProcessParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void DetectionPostProcessParam::UnPackTo(DetectionPostProcessParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = maxDetections(); _o->maxDetections = _e; }; - { auto _e = maxClassesPerDetection(); _o->maxClassesPerDetection = _e; }; - { auto _e = detectionsPerClass(); _o->detectionsPerClass = _e; }; - { auto _e = nmsScoreThreshold(); _o->nmsScoreThreshold = _e; }; - { auto _e = iouThreshold(); _o->iouThreshold = _e; }; - { auto _e = numClasses(); _o->numClasses = _e; }; - { auto _e = useRegularNMS(); _o->useRegularNMS = _e; }; - { auto _e = centerSizeEncoding(); if (_e) { _o->centerSizeEncoding.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->centerSizeEncoding[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset DetectionPostProcessParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const DetectionPostProcessParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateDetectionPostProcessParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateDetectionPostProcessParam(flatbuffers::FlatBufferBuilder &_fbb, const DetectionPostProcessParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const DetectionPostProcessParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _maxDetections = _o->maxDetections; - auto _maxClassesPerDetection = _o->maxClassesPerDetection; - auto _detectionsPerClass = _o->detectionsPerClass; - auto _nmsScoreThreshold = _o->nmsScoreThreshold; - auto _iouThreshold = _o->iouThreshold; - auto _numClasses = _o->numClasses; - auto _useRegularNMS = _o->useRegularNMS; - auto _centerSizeEncoding = _o->centerSizeEncoding.size() ? _fbb.CreateVector(_o->centerSizeEncoding) : 0; - return MNN::CreateDetectionPostProcessParam( - _fbb, - _maxDetections, - _maxClassesPerDetection, - _detectionsPerClass, - _nmsScoreThreshold, - _iouThreshold, - _numClasses, - _useRegularNMS, - _centerSizeEncoding); -} - -inline OneHotParamT *OneHotParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new OneHotParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void OneHotParam::UnPackTo(OneHotParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dType(); _o->dType = _e; }; - { auto _e = axis(); _o->axis = _e; }; -} - -inline flatbuffers::Offset OneHotParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const OneHotParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateOneHotParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateOneHotParam(flatbuffers::FlatBufferBuilder &_fbb, const OneHotParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const OneHotParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dType = _o->dType; - auto _axis = _o->axis; - return MNN::CreateOneHotParam( - _fbb, - _dType, - _axis); -} - -inline PadParamT *PadParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new PadParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void PadParam::UnPackTo(PadParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = mode(); _o->mode = _e; }; -} - -inline flatbuffers::Offset PadParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const PadParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreatePadParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreatePadParam(flatbuffers::FlatBufferBuilder &_fbb, const PadParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const PadParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _mode = _o->mode; - return MNN::CreatePadParam( - _fbb, - _mode); -} - -inline LayerNormT *LayerNorm::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new LayerNormT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void LayerNorm::UnPackTo(LayerNormT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = axis(); if (_e) { _o->axis.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->axis[_i] = _e->Get(_i); } } }; - { auto _e = epsilon(); _o->epsilon = _e; }; - { auto _e = gamma(); if (_e) { _o->gamma.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->gamma[_i] = _e->Get(_i); } } }; - { auto _e = beta(); if (_e) { _o->beta.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->beta[_i] = _e->Get(_i); } } }; - { auto _e = group(); _o->group = _e; }; - { auto _e = external(); if (_e) { _o->external.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->external[_i] = _e->Get(_i); } } }; -} - -inline flatbuffers::Offset LayerNorm::Pack(flatbuffers::FlatBufferBuilder &_fbb, const LayerNormT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateLayerNorm(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateLayerNorm(flatbuffers::FlatBufferBuilder &_fbb, const LayerNormT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const LayerNormT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _axis = _o->axis.size() ? _fbb.CreateVector(_o->axis) : 0; - auto _epsilon = _o->epsilon; - auto _gamma = _o->gamma.size() ? _fbb.CreateVector(_o->gamma) : 0; - auto _beta = _o->beta.size() ? _fbb.CreateVector(_o->beta) : 0; - auto _group = _o->group; - auto _external = _o->external.size() ? _fbb.CreateVector(_o->external) : 0; - return MNN::CreateLayerNorm( - _fbb, - _axis, - _epsilon, - _gamma, - _beta, - _group, - _external); -} - -inline RandomUniformT *RandomUniform::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new RandomUniformT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void RandomUniform::UnPackTo(RandomUniformT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = seed(); _o->seed = _e; }; - { auto _e = seed2(); _o->seed2 = _e; }; - { auto _e = type(); _o->type = _e; }; - { auto _e = low(); _o->low = _e; }; - { auto _e = high(); _o->high = _e; }; -} - -inline flatbuffers::Offset RandomUniform::Pack(flatbuffers::FlatBufferBuilder &_fbb, const RandomUniformT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateRandomUniform(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateRandomUniform(flatbuffers::FlatBufferBuilder &_fbb, const RandomUniformT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const RandomUniformT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _seed = _o->seed; - auto _seed2 = _o->seed2; - auto _type = _o->type; - auto _low = _o->low; - auto _high = _o->high; - return MNN::CreateRandomUniform( - _fbb, - _seed, - _seed2, - _type, - _low, - _high); -} - -inline TensorArrayT *TensorArray::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new TensorArrayT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void TensorArray::UnPackTo(TensorArrayT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = dynamic_size(); _o->dynamic_size = _e; }; - { auto _e = identical_element_shapes(); _o->identical_element_shapes = _e; }; - { auto _e = element_shape(); if (_e) { _o->element_shape.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->element_shape[_i] = _e->Get(_i); } } }; - { auto _e = T(); _o->T = _e; }; - { auto _e = axis(); _o->axis = _e; }; - { auto _e = keepdims(); _o->keepdims = _e; }; - { auto _e = new_axis(); _o->new_axis = _e; }; -} - -inline flatbuffers::Offset TensorArray::Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorArrayT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateTensorArray(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateTensorArray(flatbuffers::FlatBufferBuilder &_fbb, const TensorArrayT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const TensorArrayT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _dynamic_size = _o->dynamic_size; - auto _identical_element_shapes = _o->identical_element_shapes; - auto _element_shape = _o->element_shape.size() ? _fbb.CreateVector(_o->element_shape) : 0; - auto _T = _o->T; - auto _axis = _o->axis; - auto _keepdims = _o->keepdims; - auto _new_axis = _o->new_axis; - return MNN::CreateTensorArray( - _fbb, - _dynamic_size, - _identical_element_shapes, - _element_shape, - _T, - _axis, - _keepdims, - _new_axis); -} - -inline LSTMBlockCellT *LSTMBlockCell::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new LSTMBlockCellT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void LSTMBlockCell::UnPackTo(LSTMBlockCellT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = cell_clip(); _o->cell_clip = _e; }; - { auto _e = forget_bias(); _o->forget_bias = _e; }; - { auto _e = use_peephole(); _o->use_peephole = _e; }; -} - -inline flatbuffers::Offset LSTMBlockCell::Pack(flatbuffers::FlatBufferBuilder &_fbb, const LSTMBlockCellT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateLSTMBlockCell(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateLSTMBlockCell(flatbuffers::FlatBufferBuilder &_fbb, const LSTMBlockCellT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const LSTMBlockCellT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _cell_clip = _o->cell_clip; - auto _forget_bias = _o->forget_bias; - auto _use_peephole = _o->use_peephole; - return MNN::CreateLSTMBlockCell( - _fbb, - _cell_clip, - _forget_bias, - _use_peephole); -} - -inline const flatbuffers::TypeTable *BinaryOpOperationTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - BinaryOpOperationTypeTable - }; - static const int64_t values[] = { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28 }; - static const char * const names[] = { - "ADD", - "SUB", - "MUL", - "DIV", - "MAX_TEMP", - "MIN_TEMP", - "POW", - "REALDIV", - "MINIMUM", - "MAXIMUM", - "GREATER", - "GREATER_EQUAL", - "LESS", - "FLOORDIV", - "SquaredDifference", - "EQUAL", - "LESS_EQUAL", - "FLOORMOD", - "MOD", - "ATAN2", - "LOGICALOR", - "NOTEQUAL", - "BITWISE_AND", - "BITWISE_OR", - "BITWISE_XOR", - "LOGICALXOR", - "LEFTSHIFT", - "RIGHTSHIFT" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 28, type_codes, type_refs, values, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ReductionTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ReductionTypeTypeTable - }; - static const char * const names[] = { - "SUM", - "ASUM", - "SUMSQ", - "MEAN", - "MAXIMUM", - "MINIMUM", - "PROD", - "ANY", - "ALL" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 9, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *UnaryOpOperationTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - UnaryOpOperationTypeTable - }; - static const char * const names[] = { - "ABS", - "NEG", - "FLOOR", - "CEIL", - "SQUARE", - "SQRT", - "RSQRT", - "EXP", - "LOG", - "SIN", - "COS", - "TAN", - "ASIN", - "ACOS", - "ATAN", - "RECIPROCAL", - "LOG1P", - "BNLL", - "ACOSH", - "SINH", - "ASINH", - "ATANH", - "SIGN", - "ROUND", - "COSH", - "ERF", - "ERFC", - "ERFINV", - "EXPM1", - "SIGMOID", - "TANH", - "HARDSWISH", - "GELU", - "GELU_STANDARD" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 34, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *CropAndResizeMethodTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - CropAndResizeMethodTypeTable - }; - static const char * const names[] = { - "BILINEAR", - "NEAREST" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *DepthToSpaceModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DepthToSpaceModeTypeTable - }; - static const char * const names[] = { - "DCR", - "CRD" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PadValueModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PadValueModeTypeTable - }; - static const char * const names[] = { - "CONSTANT", - "REFLECT", - "SYMMETRIC", - "EDGE" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *BinaryOpTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "opType", - "T", - "activationType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PackParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "dataType", - "axis" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *StridedSliceParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "Index", - "T", - "beginMask", - "endMask", - "ellipsisMask", - "newAxisMask", - "shrinkAxisMask", - "fromType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 8, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SqueezeParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 } - }; - static const char * const names[] = { - "squeezeDims" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *CastParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "srcT", - "dstT" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ReductionParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, 1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ReductionTypeTypeTable, - DataTypeTypeTable - }; - static const char * const names[] = { - "operation", - "dim", - "coeff", - "keepDims", - "dType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *GatherTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "Tindices", - "Tparams", - "validateIndices", - "axis" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 4, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ExpandDimsTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "T", - "Tdim", - "axis" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SeluTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const char * const names[] = { - "scale", - "alpha" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *AsStringTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "T", - "precision", - "scientific", - "shortest", - "width", - "fillString" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 6, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ReduceJoinTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_STRING, 0, -1 } - }; - static const char * const names[] = { - "keepDims", - "separator" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *UnaryOpTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 1 }, - { flatbuffers::ET_CHAR, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - UnaryOpOperationTypeTable, - DataTypeTypeTable - }; - static const char * const names[] = { - "opType", - "T", - "tableInt8" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *TopKV2TypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "T", - "sorted", - "largest" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *CropAndResizeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - CropAndResizeMethodTypeTable - }; - static const char * const names[] = { - "extrapolationValue", - "method" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *FillTypeTable() { - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 0, nullptr, nullptr, nullptr, nullptr - }; - return &tt; -} - -inline const flatbuffers::TypeTable *GatherV2TypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "Taxis", - "Tindices", - "Tparams" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *NonMaxSuppressionV2TypeTable() { - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 0, nullptr, nullptr, nullptr, nullptr - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RangeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "Tidx" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RankTypeTable() { - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 0, nullptr, nullptr, nullptr, nullptr - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SizeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "outputDataType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *TransposeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "Tperm" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SliceTfTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "T" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *QuantizeMaxMinTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "T" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *CropTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 } - }; - static const char * const names[] = { - "axis", - "offset" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *SpaceBatchTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - BlobTypeTable - }; - static const char * const names[] = { - "blockShape", - "padding" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *MatMulTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "T", - "transposeA", - "transposeB", - "weight", - "bias" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *MomentsParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "dim", - "keepDims", - "dType" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RNNParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 }, - { flatbuffers::ET_SEQUENCE, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - BlobTypeTable - }; - static const char * const names[] = { - "numUnits", - "isBidirectionalRNN", - "linearBeforeReset", - "keepAllOutputs", - "fwGateWeight", - "fwGateBias", - "fwCandidateWeight", - "fwCandidateBias", - "fwRecurrentBias", - "bwGateWeight", - "bwGateBias", - "bwCandidateWeight", - "bwCandidateBias", - "bwRecurrentBias" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 14, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *BatchMatMulParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const char * const names[] = { - "adjX", - "adjY" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *DepthSpaceParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DepthToSpaceModeTypeTable - }; - static const char * const names[] = { - "blockSize", - "mode" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ReverseSequenceParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const char * const names[] = { - "batchDim", - "seqDim" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *DetectionPostProcessParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 } - }; - static const char * const names[] = { - "maxDetections", - "maxClassesPerDetection", - "detectionsPerClass", - "nmsScoreThreshold", - "iouThreshold", - "numClasses", - "useRegularNMS", - "centerSizeEncoding" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 8, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *OneHotParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "dType", - "axis" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *PadParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - PadValueModeTypeTable - }; - static const char * const names[] = { - "mode" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 1, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *LayerNormTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_LONG, 1, -1 } - }; - static const char * const names[] = { - "axis", - "epsilon", - "gamma", - "beta", - "group", - "external" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 6, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *RandomUniformTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "seed", - "seed2", - "type", - "low", - "high" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *TensorArrayTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "dynamic_size", - "identical_element_shapes", - "element_shape", - "T", - "axis", - "keepdims", - "new_axis" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 7, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *LSTMBlockCellTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_FLOAT, 0, -1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const char * const names[] = { - "cell_clip", - "forget_bias", - "use_peephole" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, nullptr, nullptr, names - }; - return &tt; -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_TENSORFLOWOP_MNN_H_ diff --git a/schema/current/Type_generated.h b/schema/current/Type_generated.h deleted file mode 100644 index f85f7884a..000000000 --- a/schema/current/Type_generated.h +++ /dev/null @@ -1,224 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_TYPE_MNN_H_ -#define FLATBUFFERS_GENERATED_TYPE_MNN_H_ - -#include "flatbuffers/flatbuffers.h" - -namespace MNN { - -enum NetSource { - NetSource_CAFFE = 0, - NetSource_TENSORFLOW = 1, - NetSource_TFLITE = 2, - NetSource_ONNX = 3, - NetSource_TORCH = 4, - NetSource_MIN = NetSource_CAFFE, - NetSource_MAX = NetSource_TORCH -}; - -inline const NetSource (&EnumValuesNetSource())[5] { - static const NetSource values[] = { - NetSource_CAFFE, - NetSource_TENSORFLOW, - NetSource_TFLITE, - NetSource_ONNX, - NetSource_TORCH - }; - return values; -} - -inline const char * const *EnumNamesNetSource() { - static const char * const names[] = { - "CAFFE", - "TENSORFLOW", - "TFLITE", - "ONNX", - "TORCH", - nullptr - }; - return names; -} - -inline const char *EnumNameNetSource(NetSource e) { - if (e < NetSource_CAFFE || e > NetSource_TORCH) return ""; - const size_t index = static_cast(e); - return EnumNamesNetSource()[index]; -} - -enum DataType { - DataType_DT_INVALID = 0, - DataType_DT_FLOAT = 1, - DataType_DT_DOUBLE = 2, - DataType_DT_INT32 = 3, - DataType_DT_UINT8 = 4, - DataType_DT_INT16 = 5, - DataType_DT_INT8 = 6, - DataType_DT_STRING = 7, - DataType_DT_COMPLEX64 = 8, - DataType_DT_INT64 = 9, - DataType_DT_BOOL = 10, - DataType_DT_QINT8 = 11, - DataType_DT_QUINT8 = 12, - DataType_DT_QINT32 = 13, - DataType_DT_BFLOAT16 = 14, - DataType_DT_QINT16 = 15, - DataType_DT_QUINT16 = 16, - DataType_DT_UINT16 = 17, - DataType_DT_COMPLEX128 = 18, - DataType_DT_HALF = 19, - DataType_DT_RESOURCE = 20, - DataType_DT_VARIANT = 21, - DataType_MIN = DataType_DT_INVALID, - DataType_MAX = DataType_DT_VARIANT -}; - -inline const DataType (&EnumValuesDataType())[22] { - static const DataType values[] = { - DataType_DT_INVALID, - DataType_DT_FLOAT, - DataType_DT_DOUBLE, - DataType_DT_INT32, - DataType_DT_UINT8, - DataType_DT_INT16, - DataType_DT_INT8, - DataType_DT_STRING, - DataType_DT_COMPLEX64, - DataType_DT_INT64, - DataType_DT_BOOL, - DataType_DT_QINT8, - DataType_DT_QUINT8, - DataType_DT_QINT32, - DataType_DT_BFLOAT16, - DataType_DT_QINT16, - DataType_DT_QUINT16, - DataType_DT_UINT16, - DataType_DT_COMPLEX128, - DataType_DT_HALF, - DataType_DT_RESOURCE, - DataType_DT_VARIANT - }; - return values; -} - -inline const char * const *EnumNamesDataType() { - static const char * const names[] = { - "DT_INVALID", - "DT_FLOAT", - "DT_DOUBLE", - "DT_INT32", - "DT_UINT8", - "DT_INT16", - "DT_INT8", - "DT_STRING", - "DT_COMPLEX64", - "DT_INT64", - "DT_BOOL", - "DT_QINT8", - "DT_QUINT8", - "DT_QINT32", - "DT_BFLOAT16", - "DT_QINT16", - "DT_QUINT16", - "DT_UINT16", - "DT_COMPLEX128", - "DT_HALF", - "DT_RESOURCE", - "DT_VARIANT", - nullptr - }; - return names; -} - -inline const char *EnumNameDataType(DataType e) { - if (e < DataType_DT_INVALID || e > DataType_DT_VARIANT) return ""; - const size_t index = static_cast(e); - return EnumNamesDataType()[index]; -} - -inline const flatbuffers::TypeTable *NetSourceTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - NetSourceTypeTable - }; - static const char * const names[] = { - "CAFFE", - "TENSORFLOW", - "TFLITE", - "ONNX", - "TORCH" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 5, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *DataTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - DataTypeTypeTable - }; - static const char * const names[] = { - "DT_INVALID", - "DT_FLOAT", - "DT_DOUBLE", - "DT_INT32", - "DT_UINT8", - "DT_INT16", - "DT_INT8", - "DT_STRING", - "DT_COMPLEX64", - "DT_INT64", - "DT_BOOL", - "DT_QINT8", - "DT_QUINT8", - "DT_QINT32", - "DT_BFLOAT16", - "DT_QINT16", - "DT_QUINT16", - "DT_UINT16", - "DT_COMPLEX128", - "DT_HALF", - "DT_RESOURCE", - "DT_VARIANT" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 22, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_TYPE_MNN_H_ diff --git a/schema/current/UserDefine_generated.h b/schema/current/UserDefine_generated.h deleted file mode 100644 index 2143b6076..000000000 --- a/schema/current/UserDefine_generated.h +++ /dev/null @@ -1,850 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_USERDEFINE_MNN_H_ -#define FLATBUFFERS_GENERATED_USERDEFINE_MNN_H_ - - -#include "Tensor_generated.h" -#include "Type_generated.h" - -namespace MNN { - -struct TensorConvertInfo; -struct TensorConvertInfoT; - -struct GridSample; -struct GridSampleT; - -struct ImageProcessParam; -struct ImageProcessParamT; - -inline const flatbuffers::TypeTable *TensorConvertInfoTypeTable(); - -inline const flatbuffers::TypeTable *GridSampleTypeTable(); - -inline const flatbuffers::TypeTable *ImageProcessParamTypeTable(); - -enum SampleMode { - SampleMode_BILINEAR = 0, - SampleMode_NEAREST = 1, - SampleMode_MIN = SampleMode_BILINEAR, - SampleMode_MAX = SampleMode_NEAREST -}; - -inline const SampleMode (&EnumValuesSampleMode())[2] { - static const SampleMode values[] = { - SampleMode_BILINEAR, - SampleMode_NEAREST - }; - return values; -} - -inline const char * const *EnumNamesSampleMode() { - static const char * const names[] = { - "BILINEAR", - "NEAREST", - nullptr - }; - return names; -} - -inline const char *EnumNameSampleMode(SampleMode e) { - if (e < SampleMode_BILINEAR || e > SampleMode_NEAREST) return ""; - const size_t index = static_cast(e); - return EnumNamesSampleMode()[index]; -} - -enum BorderMode { - BorderMode_ZEROS = 0, - BorderMode_CLAMP = 1, - BorderMode_REFLECTION = 2, - BorderMode_MIN = BorderMode_ZEROS, - BorderMode_MAX = BorderMode_REFLECTION -}; - -inline const BorderMode (&EnumValuesBorderMode())[3] { - static const BorderMode values[] = { - BorderMode_ZEROS, - BorderMode_CLAMP, - BorderMode_REFLECTION - }; - return values; -} - -inline const char * const *EnumNamesBorderMode() { - static const char * const names[] = { - "ZEROS", - "CLAMP", - "REFLECTION", - nullptr - }; - return names; -} - -inline const char *EnumNameBorderMode(BorderMode e) { - if (e < BorderMode_ZEROS || e > BorderMode_REFLECTION) return ""; - const size_t index = static_cast(e); - return EnumNamesBorderMode()[index]; -} - -enum ImageFormatType { - ImageFormatType_RGBA = 0, - ImageFormatType_RGB = 1, - ImageFormatType_BGR = 2, - ImageFormatType_GRAY = 3, - ImageFormatType_BGRA = 4, - ImageFormatType_YCrCb = 5, - ImageFormatType_YUV = 6, - ImageFormatType_HSV = 7, - ImageFormatType_XYZ = 8, - ImageFormatType_BGR555 = 9, - ImageFormatType_BGR565 = 10, - ImageFormatType_YUV_NV21 = 11, - ImageFormatType_YUV_NV12 = 12, - ImageFormatType_YUV_I420 = 13, - ImageFormatType_HSV_FULL = 14, - ImageFormatType_MIN = ImageFormatType_RGBA, - ImageFormatType_MAX = ImageFormatType_HSV_FULL -}; - -inline const ImageFormatType (&EnumValuesImageFormatType())[15] { - static const ImageFormatType values[] = { - ImageFormatType_RGBA, - ImageFormatType_RGB, - ImageFormatType_BGR, - ImageFormatType_GRAY, - ImageFormatType_BGRA, - ImageFormatType_YCrCb, - ImageFormatType_YUV, - ImageFormatType_HSV, - ImageFormatType_XYZ, - ImageFormatType_BGR555, - ImageFormatType_BGR565, - ImageFormatType_YUV_NV21, - ImageFormatType_YUV_NV12, - ImageFormatType_YUV_I420, - ImageFormatType_HSV_FULL - }; - return values; -} - -inline const char * const *EnumNamesImageFormatType() { - static const char * const names[] = { - "RGBA", - "RGB", - "BGR", - "GRAY", - "BGRA", - "YCrCb", - "YUV", - "HSV", - "XYZ", - "BGR555", - "BGR565", - "YUV_NV21", - "YUV_NV12", - "YUV_I420", - "HSV_FULL", - nullptr - }; - return names; -} - -inline const char *EnumNameImageFormatType(ImageFormatType e) { - if (e < ImageFormatType_RGBA || e > ImageFormatType_HSV_FULL) return ""; - const size_t index = static_cast(e); - return EnumNamesImageFormatType()[index]; -} - -enum FilterType { - FilterType_NEAREST = 0, - FilterType_BILINEAR = 1, - FilterType_BICUBIC = 2, - FilterType_MIN = FilterType_NEAREST, - FilterType_MAX = FilterType_BICUBIC -}; - -inline const FilterType (&EnumValuesFilterType())[3] { - static const FilterType values[] = { - FilterType_NEAREST, - FilterType_BILINEAR, - FilterType_BICUBIC - }; - return values; -} - -inline const char * const *EnumNamesFilterType() { - static const char * const names[] = { - "NEAREST", - "BILINEAR", - "BICUBIC", - nullptr - }; - return names; -} - -inline const char *EnumNameFilterType(FilterType e) { - if (e < FilterType_NEAREST || e > FilterType_BICUBIC) return ""; - const size_t index = static_cast(e); - return EnumNamesFilterType()[index]; -} - -enum WrapType { - WrapType_CLAMP_TO_EDGE = 0, - WrapType_ZERO = 1, - WrapType_REPEAT = 2, - WrapType_MIN = WrapType_CLAMP_TO_EDGE, - WrapType_MAX = WrapType_REPEAT -}; - -inline const WrapType (&EnumValuesWrapType())[3] { - static const WrapType values[] = { - WrapType_CLAMP_TO_EDGE, - WrapType_ZERO, - WrapType_REPEAT - }; - return values; -} - -inline const char * const *EnumNamesWrapType() { - static const char * const names[] = { - "CLAMP_TO_EDGE", - "ZERO", - "REPEAT", - nullptr - }; - return names; -} - -inline const char *EnumNameWrapType(WrapType e) { - if (e < WrapType_CLAMP_TO_EDGE || e > WrapType_REPEAT) return ""; - const size_t index = static_cast(e); - return EnumNamesWrapType()[index]; -} - -struct TensorConvertInfoT : public flatbuffers::NativeTable { - typedef TensorConvertInfo TableType; - MNN_DATA_FORMAT source; - MNN_DATA_FORMAT dest; - TensorConvertInfoT() - : source(MNN_DATA_FORMAT_NCHW), - dest(MNN_DATA_FORMAT_NCHW) { - } -}; - -struct TensorConvertInfo FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TensorConvertInfoT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return TensorConvertInfoTypeTable(); - } - MNN_DATA_FORMAT source() const { - return static_cast(GetField(4, 0)); - } - MNN_DATA_FORMAT dest() const { - return static_cast(GetField(6, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - verifier.EndTable(); - } - TensorConvertInfoT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(TensorConvertInfoT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorConvertInfoT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct TensorConvertInfoBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_source(MNN_DATA_FORMAT source) { - fbb_.AddElement(4, static_cast(source), 0); - } - void add_dest(MNN_DATA_FORMAT dest) { - fbb_.AddElement(6, static_cast(dest), 0); - } - explicit TensorConvertInfoBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - TensorConvertInfoBuilder &operator=(const TensorConvertInfoBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateTensorConvertInfo( - flatbuffers::FlatBufferBuilder &_fbb, - MNN_DATA_FORMAT source = MNN_DATA_FORMAT_NCHW, - MNN_DATA_FORMAT dest = MNN_DATA_FORMAT_NCHW) { - TensorConvertInfoBuilder builder_(_fbb); - builder_.add_dest(dest); - builder_.add_source(source); - return builder_.Finish(); -} - -flatbuffers::Offset CreateTensorConvertInfo(flatbuffers::FlatBufferBuilder &_fbb, const TensorConvertInfoT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct GridSampleT : public flatbuffers::NativeTable { - typedef GridSample TableType; - SampleMode mode; - BorderMode paddingMode; - bool alignCorners; - GridSampleT() - : mode(SampleMode_BILINEAR), - paddingMode(BorderMode_ZEROS), - alignCorners(false) { - } -}; - -struct GridSample FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GridSampleT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return GridSampleTypeTable(); - } - SampleMode mode() const { - return static_cast(GetField(4, 0)); - } - BorderMode paddingMode() const { - return static_cast(GetField(6, 0)); - } - bool alignCorners() const { - return GetField(8, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - verifier.EndTable(); - } - GridSampleT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(GridSampleT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const GridSampleT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct GridSampleBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_mode(SampleMode mode) { - fbb_.AddElement(4, static_cast(mode), 0); - } - void add_paddingMode(BorderMode paddingMode) { - fbb_.AddElement(6, static_cast(paddingMode), 0); - } - void add_alignCorners(bool alignCorners) { - fbb_.AddElement(8, static_cast(alignCorners), 0); - } - explicit GridSampleBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - GridSampleBuilder &operator=(const GridSampleBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateGridSample( - flatbuffers::FlatBufferBuilder &_fbb, - SampleMode mode = SampleMode_BILINEAR, - BorderMode paddingMode = BorderMode_ZEROS, - bool alignCorners = false) { - GridSampleBuilder builder_(_fbb); - builder_.add_alignCorners(alignCorners); - builder_.add_paddingMode(paddingMode); - builder_.add_mode(mode); - return builder_.Finish(); -} - -flatbuffers::Offset CreateGridSample(flatbuffers::FlatBufferBuilder &_fbb, const GridSampleT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -struct ImageProcessParamT : public flatbuffers::NativeTable { - typedef ImageProcessParam TableType; - FilterType filterType; - ImageFormatType sourceFormat; - ImageFormatType destFormat; - WrapType wrap; - std::vector mean; - std::vector normal; - std::vector transform; - int8_t paddingValue; - std::vector shape; - DataType outputType; - bool draw; - ImageProcessParamT() - : filterType(FilterType_NEAREST), - sourceFormat(ImageFormatType_RGBA), - destFormat(ImageFormatType_RGBA), - wrap(WrapType_CLAMP_TO_EDGE), - paddingValue(0), - outputType(DataType_DT_INVALID), - draw(false) { - } -}; - -struct ImageProcessParam FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ImageProcessParamT NativeTableType; - static const flatbuffers::TypeTable *MiniReflectTypeTable() { - return ImageProcessParamTypeTable(); - } - FilterType filterType() const { - return static_cast(GetField(4, 0)); - } - ImageFormatType sourceFormat() const { - return static_cast(GetField(6, 0)); - } - ImageFormatType destFormat() const { - return static_cast(GetField(8, 0)); - } - WrapType wrap() const { - return static_cast(GetField(10, 0)); - } - const flatbuffers::Vector *mean() const { - return GetPointer *>(12); - } - const flatbuffers::Vector *normal() const { - return GetPointer *>(14); - } - const flatbuffers::Vector *transform() const { - return GetPointer *>(16); - } - int8_t paddingValue() const { - return GetField(18, 0); - } - const flatbuffers::Vector *shape() const { - return GetPointer *>(20); - } - DataType outputType() const { - return static_cast(GetField(22, 0)); - } - bool draw() const { - return GetField(24, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField(verifier, 4) && - VerifyField(verifier, 6) && - VerifyField(verifier, 8) && - VerifyField(verifier, 10) && - VerifyOffset(verifier, 12) && - verifier.VerifyVector(mean()) && - VerifyOffset(verifier, 14) && - verifier.VerifyVector(normal()) && - VerifyOffset(verifier, 16) && - verifier.VerifyVector(transform()) && - VerifyField(verifier, 18) && - VerifyOffset(verifier, 20) && - verifier.VerifyVector(shape()) && - VerifyField(verifier, 22) && - VerifyField(verifier, 24) && - verifier.EndTable(); - } - ImageProcessParamT *UnPack(const flatbuffers::resolver_function_t *_resolver = nullptr) const; - void UnPackTo(ImageProcessParamT *_o, const flatbuffers::resolver_function_t *_resolver = nullptr) const; - static flatbuffers::Offset Pack(flatbuffers::FlatBufferBuilder &_fbb, const ImageProcessParamT* _o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); -}; - -struct ImageProcessParamBuilder { - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_filterType(FilterType filterType) { - fbb_.AddElement(4, static_cast(filterType), 0); - } - void add_sourceFormat(ImageFormatType sourceFormat) { - fbb_.AddElement(6, static_cast(sourceFormat), 0); - } - void add_destFormat(ImageFormatType destFormat) { - fbb_.AddElement(8, static_cast(destFormat), 0); - } - void add_wrap(WrapType wrap) { - fbb_.AddElement(10, static_cast(wrap), 0); - } - void add_mean(flatbuffers::Offset> mean) { - fbb_.AddOffset(12, mean); - } - void add_normal(flatbuffers::Offset> normal) { - fbb_.AddOffset(14, normal); - } - void add_transform(flatbuffers::Offset> transform) { - fbb_.AddOffset(16, transform); - } - void add_paddingValue(int8_t paddingValue) { - fbb_.AddElement(18, paddingValue, 0); - } - void add_shape(flatbuffers::Offset> shape) { - fbb_.AddOffset(20, shape); - } - void add_outputType(DataType outputType) { - fbb_.AddElement(22, static_cast(outputType), 0); - } - void add_draw(bool draw) { - fbb_.AddElement(24, static_cast(draw), 0); - } - explicit ImageProcessParamBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - ImageProcessParamBuilder &operator=(const ImageProcessParamBuilder &); - flatbuffers::Offset Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset(end); - return o; - } -}; - -inline flatbuffers::Offset CreateImageProcessParam( - flatbuffers::FlatBufferBuilder &_fbb, - FilterType filterType = FilterType_NEAREST, - ImageFormatType sourceFormat = ImageFormatType_RGBA, - ImageFormatType destFormat = ImageFormatType_RGBA, - WrapType wrap = WrapType_CLAMP_TO_EDGE, - flatbuffers::Offset> mean = 0, - flatbuffers::Offset> normal = 0, - flatbuffers::Offset> transform = 0, - int8_t paddingValue = 0, - flatbuffers::Offset> shape = 0, - DataType outputType = DataType_DT_INVALID, - bool draw = false) { - ImageProcessParamBuilder builder_(_fbb); - builder_.add_outputType(outputType); - builder_.add_shape(shape); - builder_.add_transform(transform); - builder_.add_normal(normal); - builder_.add_mean(mean); - builder_.add_destFormat(destFormat); - builder_.add_sourceFormat(sourceFormat); - builder_.add_draw(draw); - builder_.add_paddingValue(paddingValue); - builder_.add_wrap(wrap); - builder_.add_filterType(filterType); - return builder_.Finish(); -} - -flatbuffers::Offset CreateImageProcessParam(flatbuffers::FlatBufferBuilder &_fbb, const ImageProcessParamT *_o, const flatbuffers::rehasher_function_t *_rehasher = nullptr); - -inline TensorConvertInfoT *TensorConvertInfo::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new TensorConvertInfoT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void TensorConvertInfo::UnPackTo(TensorConvertInfoT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = source(); _o->source = _e; }; - { auto _e = dest(); _o->dest = _e; }; -} - -inline flatbuffers::Offset TensorConvertInfo::Pack(flatbuffers::FlatBufferBuilder &_fbb, const TensorConvertInfoT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateTensorConvertInfo(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateTensorConvertInfo(flatbuffers::FlatBufferBuilder &_fbb, const TensorConvertInfoT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const TensorConvertInfoT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _source = _o->source; - auto _dest = _o->dest; - return MNN::CreateTensorConvertInfo( - _fbb, - _source, - _dest); -} - -inline GridSampleT *GridSample::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new GridSampleT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void GridSample::UnPackTo(GridSampleT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = mode(); _o->mode = _e; }; - { auto _e = paddingMode(); _o->paddingMode = _e; }; - { auto _e = alignCorners(); _o->alignCorners = _e; }; -} - -inline flatbuffers::Offset GridSample::Pack(flatbuffers::FlatBufferBuilder &_fbb, const GridSampleT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateGridSample(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateGridSample(flatbuffers::FlatBufferBuilder &_fbb, const GridSampleT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const GridSampleT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _mode = _o->mode; - auto _paddingMode = _o->paddingMode; - auto _alignCorners = _o->alignCorners; - return MNN::CreateGridSample( - _fbb, - _mode, - _paddingMode, - _alignCorners); -} - -inline ImageProcessParamT *ImageProcessParam::UnPack(const flatbuffers::resolver_function_t *_resolver) const { - auto _o = new ImageProcessParamT(); - UnPackTo(_o, _resolver); - return _o; -} - -inline void ImageProcessParam::UnPackTo(ImageProcessParamT *_o, const flatbuffers::resolver_function_t *_resolver) const { - (void)_o; - (void)_resolver; - { auto _e = filterType(); _o->filterType = _e; }; - { auto _e = sourceFormat(); _o->sourceFormat = _e; }; - { auto _e = destFormat(); _o->destFormat = _e; }; - { auto _e = wrap(); _o->wrap = _e; }; - { auto _e = mean(); if (_e) { _o->mean.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->mean[_i] = _e->Get(_i); } } }; - { auto _e = normal(); if (_e) { _o->normal.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->normal[_i] = _e->Get(_i); } } }; - { auto _e = transform(); if (_e) { _o->transform.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->transform[_i] = _e->Get(_i); } } }; - { auto _e = paddingValue(); _o->paddingValue = _e; }; - { auto _e = shape(); if (_e) { _o->shape.resize(_e->size()); for (flatbuffers::uoffset_t _i = 0; _i < _e->size(); _i++) { _o->shape[_i] = _e->Get(_i); } } }; - { auto _e = outputType(); _o->outputType = _e; }; - { auto _e = draw(); _o->draw = _e; }; -} - -inline flatbuffers::Offset ImageProcessParam::Pack(flatbuffers::FlatBufferBuilder &_fbb, const ImageProcessParamT* _o, const flatbuffers::rehasher_function_t *_rehasher) { - return CreateImageProcessParam(_fbb, _o, _rehasher); -} - -inline flatbuffers::Offset CreateImageProcessParam(flatbuffers::FlatBufferBuilder &_fbb, const ImageProcessParamT *_o, const flatbuffers::rehasher_function_t *_rehasher) { - (void)_rehasher; - (void)_o; - struct _VectorArgs { flatbuffers::FlatBufferBuilder *__fbb; const ImageProcessParamT* __o; const flatbuffers::rehasher_function_t *__rehasher; } _va = { &_fbb, _o, _rehasher}; (void)_va; - auto _filterType = _o->filterType; - auto _sourceFormat = _o->sourceFormat; - auto _destFormat = _o->destFormat; - auto _wrap = _o->wrap; - auto _mean = _o->mean.size() ? _fbb.CreateVector(_o->mean) : 0; - auto _normal = _o->normal.size() ? _fbb.CreateVector(_o->normal) : 0; - auto _transform = _o->transform.size() ? _fbb.CreateVector(_o->transform) : 0; - auto _paddingValue = _o->paddingValue; - auto _shape = _o->shape.size() ? _fbb.CreateVector(_o->shape) : 0; - auto _outputType = _o->outputType; - auto _draw = _o->draw; - return MNN::CreateImageProcessParam( - _fbb, - _filterType, - _sourceFormat, - _destFormat, - _wrap, - _mean, - _normal, - _transform, - _paddingValue, - _shape, - _outputType, - _draw); -} - -inline const flatbuffers::TypeTable *SampleModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - SampleModeTypeTable - }; - static const char * const names[] = { - "BILINEAR", - "NEAREST" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *BorderModeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - BorderModeTypeTable - }; - static const char * const names[] = { - "ZEROS", - "CLAMP", - "REFLECTION" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ImageFormatTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 }, - { flatbuffers::ET_INT, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - ImageFormatTypeTypeTable - }; - static const char * const names[] = { - "RGBA", - "RGB", - "BGR", - "GRAY", - "BGRA", - "YCrCb", - "YUV", - "HSV", - "XYZ", - "BGR555", - "BGR565", - "YUV_NV21", - "YUV_NV12", - "YUV_I420", - "HSV_FULL" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 15, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *FilterTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - FilterTypeTypeTable - }; - static const char * const names[] = { - "NEAREST", - "BILINEAR", - "BICUBIC" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *WrapTypeTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - WrapTypeTypeTable - }; - static const char * const names[] = { - "CLAMP_TO_EDGE", - "ZERO", - "REPEAT" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_ENUM, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *TensorConvertInfoTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 0 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - MNN_DATA_FORMATTypeTable - }; - static const char * const names[] = { - "source", - "dest" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 2, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *GridSampleTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_CHAR, 0, 1 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - SampleModeTypeTable, - BorderModeTypeTable - }; - static const char * const names[] = { - "mode", - "paddingMode", - "alignCorners" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 3, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -inline const flatbuffers::TypeTable *ImageProcessParamTypeTable() { - static const flatbuffers::TypeCode type_codes[] = { - { flatbuffers::ET_CHAR, 0, 0 }, - { flatbuffers::ET_INT, 0, 1 }, - { flatbuffers::ET_INT, 0, 1 }, - { flatbuffers::ET_CHAR, 0, 2 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_FLOAT, 1, -1 }, - { flatbuffers::ET_CHAR, 0, -1 }, - { flatbuffers::ET_INT, 1, -1 }, - { flatbuffers::ET_INT, 0, 3 }, - { flatbuffers::ET_BOOL, 0, -1 } - }; - static const flatbuffers::TypeFunction type_refs[] = { - FilterTypeTypeTable, - ImageFormatTypeTypeTable, - WrapTypeTypeTable, - DataTypeTypeTable - }; - static const char * const names[] = { - "filterType", - "sourceFormat", - "destFormat", - "wrap", - "mean", - "normal", - "transform", - "paddingValue", - "shape", - "outputType", - "draw" - }; - static const flatbuffers::TypeTable tt = { - flatbuffers::ST_TABLE, 11, type_codes, type_refs, nullptr, names - }; - return &tt; -} - -} // namespace MNN - -#endif // FLATBUFFERS_GENERATED_USERDEFINE_MNN_H_ diff --git a/schema/default/CaffeOp.fbs b/schema/default/CaffeOp.fbs index 631b3d002..b9a4f48cd 100644 --- a/schema/default/CaffeOp.fbs +++ b/schema/default/CaffeOp.fbs @@ -247,6 +247,20 @@ table Scale { external:[int64]; // [offset, scaleData_bytes_size, biasData_bytes_size] } +table QuantizeLinear { + scaleSize: int; + scaleAxis: int; + scaleData:[float]; + zeroPointData:[byte]; +} + +table DequantizeLinear { + scaleSize: int; + scaleAxis: int; + scaleData:[float]; + zeroPointData:[byte]; +} + enum EltwiseType : byte { PROD = 0, SUM = 1, diff --git a/schema/default/MNN.fbs b/schema/default/MNN.fbs index c38da7aa0..2feb1e987 100644 --- a/schema/default/MNN.fbs +++ b/schema/default/MNN.fbs @@ -72,10 +72,10 @@ enum OpType : int { QuantizedConcat, QuantizedDepthwiseConv2D, QuantizedLogistic, - QuantizedMatMul, + RasterAndInterpolate, QuantizedMaxPool, - QuantizedRelu, - QuantizedRelu6, + Texture, + RasterDiff, QuantizedReshape, QuantizedSoftmax, QuantizeMaxMin, @@ -167,6 +167,8 @@ enum OpType : int { GatherElements = 152, Svd = 153, Histogram = 154, + QuantizeLinear = 155, + DequantizeLinear = 156, Plugin = 256, //The Type load from plugin //Training Op Start from 257 @@ -389,7 +391,9 @@ union OpParameter { GridSample, LoopParam, ImageProcessParam, - CumSum + CumSum, + QuantizeLinear, + DequantizeLinear, } table Op { diff --git a/schema/default/TrainInfo.fbs b/schema/default/TrainInfo.fbs new file mode 100644 index 000000000..34fa79c0d --- /dev/null +++ b/schema/default/TrainInfo.fbs @@ -0,0 +1,18 @@ +namespace MNNTrain; + +table OpInfo { + op:string; + weight:string; + bias:string; +} + +table KV { + key:string; + value:string; +} + +table TrainInfo { + trainables:[KV]; + convolutions:[OpInfo]; + batchnormal:[KV]; +} diff --git a/schema/default/UserDefine.fbs b/schema/default/UserDefine.fbs index f07737a56..7c887f781 100644 --- a/schema/default/UserDefine.fbs +++ b/schema/default/UserDefine.fbs @@ -12,13 +12,15 @@ enum SampleMode : byte { enum BorderMode : byte { ZEROS=0, CLAMP, - REFLECTION + REFLECTION, + CUBE } table GridSample { mode:SampleMode; paddingMode:BorderMode; alignCorners:bool=false; + backward:bool=false; } enum ImageFormatType : int { diff --git a/source/backend/arm82/Arm82Binary.cpp b/source/backend/arm82/Arm82Binary.cpp index 2363b8457..05194dbd4 100644 --- a/source/backend/arm82/Arm82Binary.cpp +++ b/source/backend/arm82/Arm82Binary.cpp @@ -199,37 +199,37 @@ void Arm82Binary(void *dstRaw, const void *src0Raw, const void *src1Raw, const i } -struct VecBinaryAdd : std::binary_function { +struct VecBinaryAdd { float16x8_t operator()(const float16x8_t& x, const float16x8_t& y) const { return vaddq_f16(x, y); } }; -struct VecBinarySub : std::binary_function { +struct VecBinarySub { float16x8_t operator()(const float16x8_t& x, const float16x8_t& y) const { return vsubq_f16(x, y); } }; -struct VecBinaryMul : std::binary_function { +struct VecBinaryMul { float16x8_t operator()(const float16x8_t& x, const float16x8_t& y) const { return vmulq_f16(x, y); } }; -struct VecBinaryMin : std::binary_function { +struct VecBinaryMin { float16x8_t operator()(const float16x8_t& x, const float16x8_t& y) const { return vminq_f16(x, y); } }; -struct VecBinaryMax : std::binary_function { +struct VecBinaryMax { float16x8_t operator()(const float16x8_t& x, const float16x8_t& y) const { return vmaxq_f16(x, y); } }; -struct VecBinarySqd : std::binary_function { +struct VecBinarySqd { float16x8_t operator()(const float16x8_t& x, const float16x8_t& y) const { return vmulq_f16(vsubq_f16(x, y), vsubq_f16(x, y)); } diff --git a/source/backend/arm82/Arm82Functions.cpp b/source/backend/arm82/Arm82Functions.cpp index ee1aab2f2..a44f6451f 100644 --- a/source/backend/arm82/Arm82Functions.cpp +++ b/source/backend/arm82/Arm82Functions.cpp @@ -10,6 +10,13 @@ #include "Arm82Relu.hpp" #include "backend/cpu/compute/CommonOptFunction.h" #include "backend/cpu/CPUPool.hpp" +#include "backend/cpu/CPURuntime.hpp" + +#define FLOAT FLOAT16 +#define PACK 8 +using Vec = MNN::Math::Vec; + +#include "backend/cpu/GridSampler.hpp" #if defined(MNN_USE_NEON) #include @@ -33,6 +40,13 @@ void MNNPackedMatMulFP16_int4(float* C, const float* A, const float* B, const si void MNNPackedMatMulRemainFP16_int4(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void MNNPackedMatMulFP16_int8(float* C, const float* A, const float* B, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void MNNPackedMatMulRemainFP16_int8(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); + +void MNNAbsMaxFP16(const float* source, float* absmax, size_t src_depth_quad, size_t realSize, int pack); +void MNNQuantScaleFP16(float* sum, float* absmax, float* quant_scale, float* dequant_scale, size_t thread, size_t batch); +void MNNDynamicQuantFP16(const float* src, int8_t* dst, const float* scale, size_t src_depth_quad, size_t realSize, int pack); +void MNNQuantSumFP16(float* sum, const float* dequant_scale, size_t thread, size_t batch); +void MNNGemmHybridInt8FP16_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt4FP16_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); #endif void MNNConvDwF23MulTransUnitFP16(FLOAT16 **cacheLine, const FLOAT16 *weight, FLOAT16 *dest, size_t ow); @@ -43,7 +57,6 @@ void MNNConvRunForLineDepthwiseFP16(float* dst, const float* src, const float* w size_t fw, size_t fh, size_t dilateX_step, size_t dilateY_step, size_t height, size_t srcHStep, size_t dstHStep); } -using Vec = MNN::Math::Vec; namespace MNN { @@ -153,70 +166,6 @@ static void MNNGridSampleComputeCordFP16(FLOAT16* dst, const FLOAT16* src, size_ ::memcpy(dst, tempDst, areaRemain * 2 * sizeof(int16_t)); } -static size_t MNNGridSampleComputeOffsetFP16(int h, int w, int height, int width, bool padMode) { - if (padMode == true) { //padMode == BorderMode_ZEROS - if (h < 0 || h >= height || w < 0 || w >= width) { - return -1; - } - } else { - // Clearly, CLAMP is the right way to go for GridSamplePaddingMode_BORDER - // For GridSamplePaddingMode_REFLECTION, since we have reflected the values into (-1, 1), - // the leftover reflections degrade to GridSamplePaddingMode_BORDER - h = h < 0 ? 0 : (h > (height - 1) ? (height - 1) : h); - w = w < 0 ? 0 : (w > (width - 1) ? (width - 1) : w); - } - return h * width * 8 + w * 8; -} - -static void MNNGridSampleInterpFP16(FLOAT16* outputPtr, const FLOAT16* inputPtr, const FLOAT16* cordPtr, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode) { - for (auto ow = 0; ow < outW; ++ow) { - auto w_fp16 = cordPtr[2 * ow + 0]; - auto h_fp16 = cordPtr[2 * ow + 1]; - float w = (float)(w_fp16); - float h = (float)(h_fp16); - Vec interp; - - if (sampleMode == true) { //sampleMode == SampleMode_NEAREST - int nh = ::floor(h + 0.5f); - int nw = ::floor(w + 0.5f); - size_t ns = MNNGridSampleComputeOffsetFP16(nh, nw, inH, inW, padMode); - for (int k = 0; k < channelCUnit; ++k) { - interp = ns == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + ns); - Vec::save(outputPtr + k * outOffset + 8 * ow, interp); - } - } else { //sampleMode == GridSampleMode_BILINEAR - int w0_h = ::floor(h); - int w0_w = ::floor(w); - int w1_h = ::ceil(h); - int w1_w = ::ceil(w); - auto oneV = Vec((FLOAT16)1); - - auto f0 = Vec((FLOAT16)w1_w - w_fp16); - auto f1 = oneV - f0; - auto h0 = Vec((FLOAT16)w1_h - h_fp16); - auto h1 = oneV - h0; - - size_t s00 = MNNGridSampleComputeOffsetFP16(w0_h, w0_w, inH, inW, padMode); - size_t s01 = MNNGridSampleComputeOffsetFP16(w0_h, w1_w, inH, inW, padMode); - size_t s10 = MNNGridSampleComputeOffsetFP16(w1_h, w0_w, inH, inW, padMode); - size_t s11 = MNNGridSampleComputeOffsetFP16(w1_h, w1_w, inH, inW, padMode); - - for (int k = 0; k < channelCUnit; ++k) { - Vec i00 = s00 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s00); - Vec i01 = s01 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s01); - Vec i10 = s10 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s10); - Vec i11 = s11 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s11); - - Vec i0 = i00 * f0 + i01 * f1; - Vec i1 = i10 * f0 + i11 * f1; - - interp = i0 * h0 + i1 * h1; - Vec::save(outputPtr + k * outOffset + 8 * ow, interp); - } - } - } -} - static void MNNRoiPoolingMaxFP16(FLOAT16* dst, const FLOAT16* src, int hLen, int wLen, int iw) { Vec max = Vec(-65504.0f); for (int h = 0; h < hLen; h++, src += iw * 8) { @@ -697,7 +646,8 @@ bool Arm82Functions::init() { gInstance->penalty = 2.0f; FUNC_PTR_ASSIGN(gInstance->MNNScaleAndAddBias, MNNScaleAndAddBiasFP16); FUNC_PTR_ASSIGN(gInstance->MNNGridSampleComputeCord, MNNGridSampleComputeCordFP16); - FUNC_PTR_ASSIGN(gInstance->MNNGridSampleInterp, MNNGridSampleInterpFP16); + FUNC_PTR_ASSIGN(gInstance->MNNGridSampleInterp, MNNGridSampleInterp); + FUNC_PTR_ASSIGN(gInstance->MNNGridSampleInterpGrad, MNNGridSampleInterpGrad); FUNC_PTR_ASSIGN(gInstance->MNNRoiPoolingMax, MNNRoiPoolingMaxFP16); FUNC_PTR_ASSIGN(gInstance->MNNRoiAlignMax, MNNRoiAlignMaxFP16); FUNC_PTR_ASSIGN(gInstance->MNNRoiAlignAvg, MNNRoiAlignAvgFP16); @@ -712,6 +662,23 @@ bool Arm82Functions::init() { FUNC_PTR_ASSIGN(gInstance->MNNPackedMatMulRemain_int4, MNNPackedMatMulRemainFP16_int4); FUNC_PTR_ASSIGN(gInstance->MNNPackedMatMul_int8, MNNPackedMatMulFP16_int8); FUNC_PTR_ASSIGN(gInstance->MNNPackedMatMulRemain_int8, MNNPackedMatMulRemainFP16_int8); + FUNC_PTR_ASSIGN(gInstance->MNNAbsMax, MNNAbsMaxFP16); + FUNC_PTR_ASSIGN(gInstance->MNNQuantScale, MNNQuantScaleFP16); + FUNC_PTR_ASSIGN(gInstance->MNNDynamicQuant, MNNDynamicQuantFP16); + FUNC_PTR_ASSIGN(gInstance->MNNQuantSum, MNNQuantSumFP16); + cpuinfo_arm_isa gCPUInfo; + cpuinfo_arm_init(&gCPUInfo); + gInstance->supportFp16arith = gCPUInfo.fp16arith; + gInstance->supportSDot = gCPUInfo.dot; + gInstance->supportI8mm = gCPUInfo.i8mm; + if (gInstance->supportSDot) { + gInstance->MNNGemmHybridInt8 = MNNGemmHybridInt8FP16_sdot; + gInstance->MNNGemmHybridInt4 = MNNGemmHybridInt4FP16_sdot; + } + if (gInstance->supportI8mm) { + gInstance->MNNGemmHybridInt8 = MNNGemmHybridInt8FP16_smmla; + gInstance->MNNGemmHybridInt4 = MNNGemmHybridInt4FP16_smmla; + } #endif FUNC_PTR_ASSIGN(gInstance->MNNPackC4ForMatMul_A, Arm82MNNPackForMatMul_A); FUNC_PTR_ASSIGN(gInstance->MNNGetMatMulPackMode, Arm82MNNGetMatMulPackMode); diff --git a/source/backend/arm82/asm/arm32/MNNGeluFP16.S b/source/backend/arm82/asm/arm32/MNNGeluFP16.S index e422ea082..84f7d0d69 100644 --- a/source/backend/arm82/asm/arm32/MNNGeluFP16.S +++ b/source/backend/arm82/asm/arm32/MNNGeluFP16.S @@ -62,8 +62,10 @@ vadd.f16 q3, q3, q1 vmul.f16 q2, q2, q14 vmul.f16 q3, q3, q14 -vmov.f16 q4, #5.0 -vmov.f16 q5, #-5.0 +mov lr, #5.0 +vdup.16 q4, lr +mov lr, #-5.0 +vdup.16 q5, lr vmax.f16 q2, q2, q5 vmin.f16 q2, q2, q4 vmax.f16 q3, q3, q5 diff --git a/source/backend/arm82/asm/arm64/MNNGeluFP16.S b/source/backend/arm82/asm/arm64/MNNGeluFP16.S index b47f6dedc..5e24ceb5c 100644 --- a/source/backend/arm82/asm/arm64/MNNGeluFP16.S +++ b/source/backend/arm82/asm/arm64/MNNGeluFP16.S @@ -45,6 +45,9 @@ dup v10.8h, w9 // v10: [28.f]x4 dup v9.8h, w10 // v9: [3150.f]x4 dup v8.8h, w11 // v8: [62370.f]x4 +mov w4, #5.0 +mov w5, #-5.0 + GeluZLoop: ld1 {v0.8h, v1.8h}, [x1], #32 // v0, v1: fp32x4 @@ -62,8 +65,8 @@ fadd v3.8h, v3.8h, v1.8h fmul v2.8h, v2.8h, v14.8h fmul v3.8h, v3.8h, v14.8h -fmov v6.8h, #-5 -fmov v7.8h, #5 +dup v6.8h, w5 +dup v7.8h, w4 fmin v2.8h, v2.8h, v7.8h fmin v3.8h, v3.8h, v7.8h fmax v2.8h, v2.8h, v6.8h diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNAbsMaxFP16.S b/source/backend/arm82/asm/arm64/low_memory/MNNAbsMaxFP16.S new file mode 100644 index 000000000..4c9799239 --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNAbsMaxFP16.S @@ -0,0 +1,247 @@ +// +// MNNAbsMaxFP16.S +// MNN +// +// Created by MNN on 2023/10/31. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +.macro Add d0, d1, d2, d3, z0, z1, z2, z3 + fadd \d0\().8h, \d0\().8h, \z0\().8h + fadd \d1\().8h, \d1\().8h, \z1\().8h + fadd \d2\().8h, \d2\().8h, \z2\().8h + fadd \d3\().8h, \d3\().8h, \z3\().8h +.endm + +.macro Abs z0, z1, z2, z3 + fabs \z0\().8h, \z0\().8h + fabs \z1\().8h, \z1\().8h + fabs \z2\().8h, \z2\().8h + fabs \z3\().8h, \z3\().8h +.endm + +.macro Max d0, d1, d2, d3, z0, z1, z2, z3 + fmax \d0\().8h, \d0\().8h, \z0\().8h + fmax \d1\().8h, \d1\().8h, \z1\().8h + fmax \d2\().8h, \d2\().8h, \z2\().8h + fmax \d3\().8h, \d3\().8h, \z3\().8h +.endm + +.macro ReduceSum s0, s1, s2, s3, zero + faddp \s0\().8h, \s0\().8h, \s1\().8h // 0 0 0 0 1 1 1 1 + faddp \s2\().8h, \s2\().8h, \s3\().8h // 2 2 2 2 3 3 3 3 + faddp \s0\().8h, \s0\().8h, \s2\().8h // 0 0 1 1 2 2 3 3 + faddp \s0\().8h, \s0\().8h, \zero\().8h // 0 1 2 3 +.endm + +.macro ReduceMax s0, s1, s2, s3, zero + fmaxp \s0\().8h, \s0\().8h, \s1\().8h // 0 0 0 0 1 1 1 1 + fmaxp \s2\().8h, \s2\().8h, \s3\().8h // 2 2 2 2 3 3 3 3 + fmaxp \s0\().8h, \s0\().8h, \s2\().8h // 0 0 1 1 2 2 3 3 + fmaxp \s0\().8h, \s0\().8h, \zero\().8h // 0 1 2 3 +.endm + +//void MNNAbsMaxFP16(const float* source, float* absmax, size_t src_depth_quad, size_t realSize, int pack) +asm_function MNNAbsMaxFP16 + +// x0: source, x1:absmax, x2:src_depth_quad, x3:realSize, x4: pack(no used) +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +lsl x6, x3, #4 // src_step = batch * 8 * sizeof(float16_t) = batch << 4 + +TILE_12: +cmp x3, #12 +blt TILE_10 +mov x5, x2 // src_depth_quad +mov x7, x0 // src +sub x8, x6, #128 // src_step + +// absmax: v0-11 +ld1 {v0.8h, v1.8h, v2.8h, v3.8h}, [x7], #64 +ld1 {v4.8h, v5.8h, v6.8h, v7.8h}, [x7], #64 +ld1 {v8.8h, v9.8h, v10.8h, v11.8h}, [x7], x8 +Abs v0, v1, v2, v3 +Abs v4, v5, v6, v7 +Abs v8, v9, v10, v11 +subs x5, x5, #1 +beq Tile12End + +LoopSz_12: +ld1 {v12.8h, v13.8h, v14.8h, v15.8h}, [x7], #64 +ld1 {v16.8h, v17.8h, v18.8h, v19.8h}, [x7], #64 +ld1 {v20.8h, v21.8h, v22.8h, v23.8h}, [x7], x8 +// absmax = fmax(absmax, abs(x)) +Abs v12, v13, v14, v15 +Abs v16, v17, v18, v19 +Abs v20, v21, v22, v23 +Max v0, v1, v2, v3, v12, v13, v14, v15 +Max v4, v5, v6, v7, v16, v17, v18, v19 +Max v8, v9, v10, v11, v20, v21, v22, v23 + +subs x5, x5, #1 +bne LoopSz_12 + +Tile12End: +movi v28.8h, #0 +scvtf v28.8h, v28.8h + +ReduceMax v0, v1, v2, v3, v28 +ReduceMax v4, v5, v6, v7, v28 +ReduceMax v8, v9, v10, v11, v28 +mov v0.d[1], v4.d[0] +st1 {v0.8h}, [x1], #16 +st1 {v8.d}[0], [x1], #8 + +sub x3, x3, #12 +add x0, x0, #192 // src += 12 * 8 * 2 +b TILE_12 + +TILE_10: +cmp x3, #10 +blt TILE_8 +mov x5, x2 // src_depth_quad +mov x7, x0 // src +sub x8, x6, #128 // src_step + +// absmax: v0-9 +ld1 {v0.8h, v1.8h, v2.8h, v3.8h}, [x7], #64 +ld1 {v4.8h, v5.8h, v6.8h, v7.8h}, [x7], #64 +ld1 {v8.8h, v9.8h}, [x7], x8 +Abs v0, v1, v2, v3 +Abs v4, v5, v6, v7 +fabs v8.8h, v8.8h +fabs v9.8h, v9.8h + +subs x5, x5, #1 +beq Tile10End + +LoopSz_10: +ld1 {v20.8h, v21.8h, v22.8h, v23.8h}, [x7], #64 +ld1 {v24.8h, v25.8h, v26.8h, v27.8h}, [x7], #64 +ld1 {v28.8h, v29.8h}, [x7], x8 + +// absmax = fmax(absmax, abs(x)) +Abs v20, v21, v22, v23 +Abs v24, v25, v26, v27 +fabs v28.8h, v28.8h +fabs v29.8h, v29.8h + +Max v0, v1, v2, v3, v20, v21, v22, v23 +Max v4, v5, v6, v7, v24, v25, v26, v27 +fmax v8.8h, v8.8h, v28.8h +fmax v9.8h, v9.8h, v29.8h + +subs x5, x5, #1 +bne LoopSz_10 + +Tile10End: +movi v24.8h, #0 +scvtf v24.8h, v24.8h +fmaxp v0.8h, v0.8h, v1.8h +fmaxp v0.8h, v0.8h, v24.8h +fmaxp v0.8h, v0.8h, v24.8h +st1 {v0.s}[0], [x1], #4 +ReduceMax v2, v3, v4, v5, v24 +ReduceMax v6, v7, v8, v9, v24 +mov v2.d[1], v6.d[0] +st1 {v2.8h}, [x1], #16 + +sub x3, x3, #10 +add x0, x0, #160 // src += 10 * 8 * 2 +b TILE_10 + +TILE_8: +cmp x3, #8 +blt TILE_1 +mov x5, x2 // src_depth_quad +mov x7, x0 // src +sub x8, x6, #64 // src_step + +// absmax: v0-7 +ld1 {v0.8h, v1.8h, v2.8h, v3.8h}, [x7], #64 +ld1 {v4.8h, v5.8h, v6.8h, v7.8h}, [x7], x8 + +Abs v0, v1, v2, v3 +Abs v4, v5, v6, v7 + +subs x5, x5, #1 +beq Tile8End + +LoopSz_8: +ld1 {v16.8h, v17.8h, v18.8h, v19.8h}, [x7], #64 +ld1 {v20.8h, v21.8h, v22.8h, v23.8h}, [x7], x8 + +// absmax = fmax(absmax, abs(x)) +Abs v16, v17, v18, v19 +Abs v20, v21, v22, v23 +Max v0, v1, v2, v3, v16, v17, v18, v19 +Max v4, v5, v6, v7, v20, v21, v22, v23 + +subs x5, x5, #1 +bne LoopSz_8 + +Tile8End: +movi v24.8h, #0 +scvtf v24.8h, v24.8h +ReduceMax v0, v1, v2, v3, v24 +ReduceMax v4, v5, v6, v7, v24 + +mov v0.d[1], v4.d[0] +st1 {v0.8h}, [x1], #16 +sub x3, x3, #8 +add x0, x0, #128 // src += 8 * 8 * 2 +b TILE_8 + +TILE_1: +cmp x3, #1 +blt End +movi v17.8h, #0 +scvtf v17.8h, v17.8h +mov x5, x2 // src_depth_quad +mov x7, x0 // src + +// absmax: v0 +ld1 {v0.8h}, [x7], x6 +fabs v0.8h, v0.8h +subs x5, x5, #1 +beq Tile1End + +LoopSz_1: +ld1 {v16.8h}, [x7], x6 + +// absmax = fmax(absmax, abs(x)) +fabs v16.8h, v16.8h +fmax v0.8h, v0.8h, v16.8h + +subs x5, x5, #1 +bne LoopSz_1 + +Tile1End: + +fmaxp v2.8h, v0.8h, v17.8h +fmaxp v0.8h, v2.8h, v17.8h +fmaxp v2.8h, v0.8h, v17.8h +st1 {v2.h}[0], [x1], #2 + +sub x3, x3, #1 +add x0, x0, #16 // src += 1 * 8 * 2 +b TILE_1 + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif \ No newline at end of file diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNDynamicQuantFP16.S b/source/backend/arm82/asm/arm64/low_memory/MNNDynamicQuantFP16.S new file mode 100644 index 000000000..27f5be824 --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNDynamicQuantFP16.S @@ -0,0 +1,393 @@ +// +// MNNDynamicQuantFP16.S +// MNN +// +// Created by MNN on 2023/10/31. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +.macro Round z0, z1, z2, z3 + fcvtas \z0\().8h, \z0\().8h + fcvtas \z1\().8h, \z1\().8h + fcvtas \z2\().8h, \z2\().8h + fcvtas \z3\().8h, \z3\().8h +.endm + +//void MNNDynamicQuantFP16(const float* src, int8_t* dst, const float* scale, float* sum, size_t src_depth_quad, size_t realSize) +asm_function MNNDynamicQuantFP16 + +// x0: src, x1:dst, x2:scale, x3:sum, x4:src_depth_quad, x5:realSize +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +lsl x6, x5, #3 // dst_step = batch * unit * sizeof(int8_t) = batch * 8 = batch << 3 +lsl x7, x6, #1 // src_step = dst_step * 2 (float16_t) = dst_step << 1 + +movi v29.16b, #1 + +TILE_12: +cmp x5, #12 +blt TILE_10 +mov x9, x0 // src +mov x10, x1 // dst +mov x12, x4 // src_depth_quad +sub x13, x7, #128 // src_step - 64 +sub x14, x6, #64 // dst_step - 64 + +// quant_scale: v12, v13 +ld1 {v12.8h}, [x2], #16 +ld1 {v13.d}[0], [x2], #8 +movi v23.4s, #0 +movi v24.4s, #0 +movi v25.4s, #0 +movi v26.4s, #0 +movi v27.4s, #0 +movi v28.4s, #0 + +LoopSz_12: +ld1 {v0.8h, v1.8h, v2.8h, v3.8h}, [x9], #64 +ld1 {v4.8h, v5.8h, v6.8h, v7.8h}, [x9], #64 +ld1 {v8.8h, v9.8h, v10.8h, v11.8h}, [x9], x13 + +// float16_t x = x * quant_scale +fmul v0.8h, v0.8h, v12.h[0] +fmul v1.8h, v1.8h, v12.h[1] +fmul v2.8h, v2.8h, v12.h[2] +fmul v3.8h, v3.8h, v12.h[3] +fmul v4.8h, v4.8h, v12.h[4] +fmul v5.8h, v5.8h, v12.h[5] +fmul v6.8h, v6.8h, v12.h[6] +fmul v7.8h, v7.8h, v12.h[7] +fmul v8.8h, v8.8h, v13.h[0] +fmul v9.8h, v9.8h, v13.h[1] +fmul v10.8h, v10.8h, v13.h[2] +fmul v11.8h, v11.8h, v13.h[3] + +// int16_t x = round(x) +Round v0, v1, v2, v3 +Round v4, v5, v6, v7 +Round v8, v9, v10, v11 + +// y = (int8_t)x +sqxtn v0.8b, v0.8h +sqxtn2 v0.16b, v1.8h +sqxtn v1.8b, v2.8h +sqxtn2 v1.16b, v3.8h +sqxtn v2.8b, v4.8h +sqxtn2 v2.16b, v5.8h +sqxtn v3.8b, v6.8h +sqxtn2 v3.16b, v7.8h +sqxtn v4.8b, v8.8h +sqxtn2 v4.16b, v9.8h +sqxtn v5.8b, v10.8h +sqxtn2 v5.16b, v11.8h + +.inst 0x4e9d9417 // sdot v23.4s, v0.16b, v29.16b +.inst 0x4e9d9438 // sdot v24.4s, v1.16b, v29.16b +.inst 0x4e9d9459 // sdot v25.4s, v2.16b, v29.16b +.inst 0x4e9d947a // sdot v26.4s, v3.16b, v29.16b +.inst 0x4e9d949b // sdot v27.4s, v4.16b, v29.16b +.inst 0x4e9d94bc // sdot v28.4s, v5.16b, v29.16b + +st1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x10], #64 +st1 {v4.16b, v5.16b}, [x10], x14 + +subs x12, x12, #1 +bne LoopSz_12 + +addp v22.4s, v23.4s, v24.4s +addp v23.4s, v25.4s, v26.4s +addp v24.4s, v27.4s, v28.4s +st1 {v22.4s, v23.4s, v24.4s}, [x3], #48 + +Tile12End: +sub x5, x5, #12 // batch -= 12 +add x0, x0, #192 // src += 12 * 8 * sizeof(float16_t) +add x1, x1, #96 // dst += 12 * 8 * sizeof(int8_t) +b TILE_12 + +TILE_10: +cmp x5, #10 +blt TILE_8 +mov x9, x0 // src +mov x10, x1 // dst +mov x12, x4 // src_depth_quad +sub x13, x7, #128 // src_step - 64 +sub x14, x6, #64 // dst_step - 64 + +// quant_scale: v10, v11 +ld1 {v10.8h}, [x2], #16 +ld1 {v11.s}[0], [x2], #4 +movi v24.4s, #0 +movi v25.4s, #0 +movi v26.4s, #0 +movi v27.4s, #0 +movi v28.4s, #0 + +LoopSz_10: +ld1 {v0.8h, v1.8h, v2.8h, v3.8h}, [x9], #64 +ld1 {v4.8h, v5.8h, v6.8h, v7.8h}, [x9], #64 +ld1 {v8.8h, v9.8h}, [x9], x13 + +// float16_t x = x * quant_scale +fmul v0.8h, v0.8h, v10.h[0] +fmul v1.8h, v1.8h, v10.h[1] +fmul v2.8h, v2.8h, v10.h[2] +fmul v3.8h, v3.8h, v10.h[3] +fmul v4.8h, v4.8h, v10.h[4] +fmul v5.8h, v5.8h, v10.h[5] +fmul v6.8h, v6.8h, v10.h[6] +fmul v7.8h, v7.8h, v10.h[7] +fmul v8.8h, v8.8h, v11.h[0] +fmul v9.8h, v9.8h, v11.h[1] + +// int16_t x = round(x) +Round v0, v1, v2, v3 +Round v4, v5, v6, v7 +fcvtas v8.8h, v8.8h +fcvtas v9.8h, v9.8h + +// y = (int8_t)x +sqxtn v0.8b, v0.8h +sqxtn2 v0.16b, v1.8h +sqxtn v1.8b, v2.8h +sqxtn2 v1.16b, v3.8h +sqxtn v2.8b, v4.8h +sqxtn2 v2.16b, v5.8h +sqxtn v3.8b, v6.8h +sqxtn2 v3.16b, v7.8h +sqxtn v4.8b, v8.8h +sqxtn2 v4.16b, v9.8h + +.inst 0x4e9d9418 // sdot v24.4s, v0.16b, v29.16b +.inst 0x4e9d9439 // sdot v25.4s, v1.16b, v29.16b +.inst 0x4e9d945a // sdot v26.4s, v2.16b, v29.16b +.inst 0x4e9d947b // sdot v27.4s, v3.16b, v29.16b +.inst 0x4e9d949c // sdot v28.4s, v4.16b, v29.16b + +st1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x10], #64 +st1 {v4.16b}, [x10], x14 + +subs x12, x12, #1 +bne LoopSz_10 + +addp v23.4s, v24.4s, v25.4s +addp v24.4s, v26.4s, v27.4s +addp v25.4s, v28.4s, v28.4s +st1 {v23.4s, v24.4s}, [x3], #32 +st1 {v25.d}[0], [x3], #8 + +Tile10End: +sub x5, x5, #10 // batch -= 10 +add x0, x0, #160 // src += 10 * 8 * sizeof(float16_t) +add x1, x1, #80 // dst += 10 * 8 * sizeof(int8_t) +b TILE_10 + + +TILE_8: +cmp x5, #8 +blt TILE_1 +sub x8, x7, #64 // src_step - 64 +mov x9, x0 // src +mov x10, x1 // dst +mov x12, x4 // src_depth_quad + +// quant_scale: v8 +ld1 {v8.8h}, [x2], #16 +movi v25.4s, #0 +movi v26.4s, #0 +movi v27.4s, #0 +movi v28.4s, #0 + +LoopSz_8: +ld1 {v0.8h, v1.8h, v2.8h, v3.8h}, [x9], #64 +ld1 {v4.8h, v5.8h, v6.8h, v7.8h}, [x9], x8 + +// float16_t x = x * quant_scale +fmul v0.8h, v0.8h, v8.h[0] +fmul v1.8h, v1.8h, v8.h[1] +fmul v2.8h, v2.8h, v8.h[2] +fmul v3.8h, v3.8h, v8.h[3] +fmul v4.8h, v4.8h, v8.h[4] +fmul v5.8h, v5.8h, v8.h[5] +fmul v6.8h, v6.8h, v8.h[6] +fmul v7.8h, v7.8h, v8.h[7] + +// int16_t x = round(x) +Round v0, v1, v2, v3 +Round v4, v5, v6, v7 + +// y = (int8_t)x +sqxtn v9.8b, v0.8h +sqxtn2 v9.16b, v1.8h +sqxtn v10.8b, v2.8h +sqxtn2 v10.16b, v3.8h +sqxtn v11.8b, v4.8h +sqxtn2 v11.16b, v5.8h +sqxtn v12.8b, v6.8h +sqxtn2 v12.16b, v7.8h + +.inst 0x4e9d9539 // sdot v25.4s, v9.16b, v29.16b +.inst 0x4e9d955a // sdot v26.4s, v10.16b, v29.16b +.inst 0x4e9d957b // sdot v27.4s, v11.16b, v29.16b +.inst 0x4e9d959c // sdot v28.4s, v12.16b, v29.16b + +st1 {v9.16b, v10.16b, v11.16b, v12.16b}, [x10], x6 + +subs x12, x12, #1 +bne LoopSz_8 + +addp v24.4s, v25.4s, v26.4s +addp v25.4s, v27.4s, v28.4s +st1 {v24.4s, v25.4s}, [x3], #32 + +Tile8End: +sub x5, x5, #8 // batch -= 8 +add x0, x0, #128 // src += 8 * 8 * sizeof(float16_t) +add x1, x1, #64 // dst += 8 * 8 * sizeof(int8_t) +b TILE_8 + +TILE_4: +cmp x5, #4 +blt TILE_2 +mov x9, x0 // src +mov x10, x1 // dst +mov x12, x4 // src_depth_quad + +// quant_scale: v8 +ld1 {v8.d}[0], [x2], #8 +movi v27.4s, #0 +movi v28.4s, #0 + +LoopSz_4: +ld1 {v0.8h, v1.8h, v2.8h, v3.8h}, [x9], x7 + +// float16_t x = x * quant_scale +fmul v0.8h, v0.8h, v8.h[0] +fmul v1.8h, v1.8h, v8.h[1] +fmul v2.8h, v2.8h, v8.h[2] +fmul v3.8h, v3.8h, v8.h[3] + +// int16_t x = round(x) +Round v0, v1, v2, v3 + +// y = (int8_t)x +sqxtn v4.8b, v0.8h +sqxtn2 v4.16b, v1.8h +sqxtn v5.8b, v2.8h +sqxtn2 v5.16b, v3.8h + +.inst 0x4e9d949b // sdot v27.4s, v4.16b, v29.16b +.inst 0x4e9d94bc // sdot v28.4s, v5.16b, v29.16b + +st1 {v4.16b, v5.16b}, [x10], x6 + +subs x12, x12, #1 +bne LoopSz_4 + +addp v26.4s, v27.4s, v28.4s +st1 {v26.4s}, [x3], #16 + +Tile4End: +sub x5, x5, #4 // batch -= 4 +add x0, x0, #64 // src += 4 * 8 * sizeof(float16_t) +add x1, x1, #32 // dst += 4 * 8 * sizeof(int8_t) +b TILE_4 + + +TILE_2: +cmp x5, #2 +blt TILE_1 +mov x9, x0 // src +mov x10, x1 // dst +mov x12, x4 // src_depth_quad + +// quant_scale: v8 +ld1 {v8.s}[0], [x2], #4 +movi v28.4s, #0 + +LoopSz_2: +ld1 {v0.8h, v1.8h}, [x9], x7 + +// float16_t x = x * quant_scale +fmul v0.8h, v0.8h, v8.h[0] +fmul v1.8h, v1.8h, v8.h[1] + +// int16_t x = round(x) +fcvtas v0.8h, v0.8h +fcvtas v1.8h, v1.8h + +// y = (int8_t)x +sqxtn v2.8b, v0.8h +sqxtn2 v2.16b, v1.8h +.inst 0x4e9d945c // sdot v28.4s, v2.16b, v29.16b + +st1 {v2.16b}, [x10], x6 + +subs x12, x12, #1 +bne LoopSz_2 + +addp v27.4s, v28.4s, v28.4s +st1 {v27.d}[0], [x3], #8 + +Tile2End: +sub x5, x5, #2 // batch -= 2 +add x0, x0, #32 // src += 2 * 8 * sizeof(float16_t) +add x1, x1, #16 // dst += 2 * 8 * sizeof(int8_t) +b TILE_2 + + +TILE_1: +cmp x5, #1 +blt End +mov x9, x0 // src +mov x10, x1 // dst +mov x12, x4 // src_depth_quad + +// quant_scale: v8 +ld1 {v8.h}[0], [x2], #2 +movi v28.4s, #0 + +LoopSz_1: +ld1 {v0.8h}, [x9], x7 + +// float16_t x = x * quant_scale +fmul v0.8h, v0.8h, v8.h[0] +// int16_t x = round(x) +fcvtas v0.8h, v0.8h +// y = (int8_t)x +sqxtn v0.8b, v0.8h +.inst 0x4e9d941c // sdot v28.4s, v0.16b, v29.16b + +st1 {v0.8b}, [x10], x6 + +subs x12, x12, #1 +bne LoopSz_1 + +addp v27.4s, v28.4s, v28.4s +st1 {v27.s}[0], [x3], #4 + +Tile1End: +sub x5, x5, #1 // batch -= 1 +add x0, x0, #16 // src += 1 * 8 * sizeof(float16_t) +add x1, x1, #8 // dst += 1 * 8 * sizeof(int8_t) +b TILE_1 + + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif \ No newline at end of file diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_sdot.S b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_sdot.S new file mode 100644 index 000000000..74004e409 --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_sdot.S @@ -0,0 +1,361 @@ +// +// MNNGemmHybridInt4FP16_sdot.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s, idx0, idx1, alpha0, alpha1 + fmul \d0\().4s, \d0\().4s, \s\().s[\idx0] + fmul \d1\().4s, \d1\().4s, \s\().s[\idx0] + fmul \d2\().4s, \d2\().4s, \s\().s[\idx1] + fmul \d3\().4s, \d3\().4s, \s\().s[\idx1] + fmul \d0\().4s, \d0\().4s, \alpha0\().4s + fmul \d1\().4s, \d1\().4s, \alpha1\().4s + fmul \d2\().4s, \d2\().4s, \alpha0\().4s + fmul \d3\().4s, \d3\().4s, \alpha1\().4s +.endm + +.macro Float32ToHalf s0, s1, s2, s3, d0, d1 + fcvtn \d0\().4h, \s0\().4s + fcvtn2 \d0\().8h, \s1\().4s + fcvtn \d1\().4h, \s2\().4s + fcvtn2 \d1\().8h, \s3\().4s +.endm + +.macro Dequant c0, z0, b0, s0, idx + fmla \c0\().8h, \z0\().8h, \s0\().h[\idx] + fadd \c0\().8h, \c0\().8h, \b0\().8h +.endm + +asm_function MNNGemmHybridInt4FP16_sdot + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt4_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #5 // x13 = src_depth_quad * UNIT * UNIT_SRC / 2(int4) = src_depth_quad * 32 = src_depth_quad << 5 + +TILE_4: + cmp x6, #4 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + dup v24.4s, wzr + dup v25.4s, wzr + dup v26.4s, wzr + dup v27.4s, wzr + dup v28.4s, wzr + dup v29.4s, wzr + dup v30.4s, wzr + dup v31.4s, wzr + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 +LoopSz_TILE_4: + // src : 2 x [2 x 8] : v4-5 + // weight : 4 x [2 x 8] : v0-3 + // dst : 2 x 4 x [4] : v16-23 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v4.16b, v0.16b, #4 + and v5.16b, v0.16b, v14.16b + sub v4.16b, v4.16b, v15.16b + sub v5.16b, v5.16b, v15.16b + ushr v6.16b, v1.16b, #4 + and v7.16b, v1.16b, v14.16b + sub v6.16b, v6.16b, v15.16b + sub v7.16b, v7.16b, v15.16b + zip1 v0.16b, v4.16b, v5.16b + zip2 v1.16b, v4.16b, v5.16b + zip1 v2.16b, v6.16b, v7.16b + zip2 v3.16b, v6.16b, v7.16b + ld1 {v4.16b, v5.16b}, [x24], x15 // src + mov v10.d[0], v0.d[1] + mov v10.d[1], v0.d[0] + mov v11.d[1], v1.d[0] + mov v11.d[0], v1.d[1] + mov v12.d[0], v2.d[1] + mov v12.d[1], v2.d[0] + mov v13.d[0], v3.d[1] + mov v13.d[1], v3.d[0] + .inst 0x4e809490 // sdot v16.4s, v4.16b, v0.16b + .inst 0x4e8a9498 // sdot v24.4s, v4.16b, v10.16b + .inst 0x4e819491 // sdot v17.4s, v4.16b, v1.16b + .inst 0x4e8b9499 // sdot v25.4s, v4.16b, v11.16b + .inst 0x4e829492 // sdot v18.4s, v4.16b, v2.16b + .inst 0x4e8c949a // sdot v26.4s, v4.16b, v12.16b + .inst 0x4e839493 // sdot v19.4s, v4.16b, v3.16b + .inst 0x4e8d949b // sdot v27.4s, v4.16b, v13.16b + .inst 0x4e8094b4 // sdot v20.4s, v5.16b, v0.16b + .inst 0x4e8a94bc // sdot v28.4s, v5.16b, v10.16b + .inst 0x4e8194b5 // sdot v21.4s, v5.16b, v1.16b + .inst 0x4e8b94bd // sdot v29.4s, v5.16b, v11.16b + .inst 0x4e8294b6 // sdot v22.4s, v5.16b, v2.16b + .inst 0x4e8c94be // sdot v30.4s, v5.16b, v12.16b + .inst 0x4e8394b7 // sdot v23.4s, v5.16b, v3.16b + .inst 0x4e8d94bf // sdot v31.4s, v5.16b, v13.16b + + subs x26, x26, #1 + bne LoopSz_TILE_4 + + addp v16.4s, v16.4s, v24.4s + addp v17.4s, v17.4s, v25.4s + addp v18.4s, v18.4s, v26.4s + addp v19.4s, v19.4s, v27.4s + addp v20.4s, v20.4s, v28.4s + addp v21.4s, v21.4s, v29.4s + addp v22.4s, v22.4s, v30.4s + addp v23.4s, v23.4s, v31.4s + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v4.d}[0], [x23] // scales + ld1 {v31.8h}, [x19], #16 // alpha + uzp1 v24.4s, v16.4s, v17.4s // batch=0,oc:0-3 + uzp2 v26.4s, v16.4s, v17.4s // batch=1,oc:1,0,3,2 + uzp1 v25.4s, v18.4s, v19.4s // batch=0,oc:4-7 + uzp2 v27.4s, v18.4s, v19.4s // batch=1,oc:5,4,7,6 + + uzp1 v28.4s, v20.4s, v21.4s // batch=2,oc:0-3 + uzp2 v7.4s, v20.4s, v21.4s // batch=3,oc:1,0,3,2 + uzp1 v6.4s, v22.4s, v23.4s // batch=2,oc:4-7 + uzp2 v8.4s, v22.4s, v23.4s // batch=3,oc:5,4,7,6 + + trn1 v0.4s, v26.4s, v27.4s // 1,5,3,7 + trn1 v1.4s, v7.4s, v8.4s // 1,5,3,7 + trn2 v2.4s, v26.4s, v27.4s // 0,4,2,6 + trn2 v3.4s, v7.4s, v8.4s // 0,4,2,6 + + trn1 v10.4s, v2.4s, v0.4s // batch=1 + trn2 v11.4s, v2.4s, v0.4s + trn1 v21.4s, v3.4s, v1.4s // batch=3 + trn2 v19.4s, v3.4s, v1.4s + + fcvtl v29.4s, v31.4h // oc:0-3 + fcvtl2 v30.4s, v31.8h // oc:4-7 + fcvtl v5.4s, v4.4h // scales: 4 batch + + MulScale v24, v25, v10, v11, v5, 0, 1, v29, v30 + MulScale v28, v6, v21, v19, v5, 2, 3, v29, v30 + Float32ToHalf v24, v25, v10, v11, v12, v13 + Float32ToHalf v28, v6, v21, v19, v14, v15 +Tile4Dequant: + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.d}[0], [x22] // sums + // sum + (zero * sumx) + bias + Dequant v12, v1, v2, v3, 0 + Dequant v13, v1, v2, v3, 1 + Dequant v14, v1, v2, v3, 2 + Dequant v15, v1, v2, v3, 3 + st1 {v12.8h, v13.8h, v14.8h, v15.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #64 // dst += 4 * 8 * sizeof(float16_t) + add x1, x1, #32 // src += 4 * 8 * sizeof(int8_t) + add x11, x11, #8 // sum += 4 * sizeof(float16_t) + add x12, x12, #8 // scale += 4 * sizeof(float16_t) + b TILE_4 + +TILE_1: + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + movi v6.4s, #0 + movi v7.4s, #0 + movi v8.4s, #0 + movi v9.4s, #0 + movi v10.4s, #0 + movi v11.4s, #0 + movi v12.4s, #0 + movi v13.4s, #0 + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 +LoopSz_TILE_1: + // src : 1 x [1 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [2] : v16-v19 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v21.16b, v0.16b, #4 + and v22.16b, v0.16b, v14.16b + sub v21.16b, v21.16b, v15.16b + sub v22.16b, v22.16b, v15.16b + ushr v23.16b, v1.16b, #4 + and v24.16b, v1.16b, v14.16b + sub v23.16b, v23.16b, v15.16b + sub v24.16b, v24.16b, v15.16b + zip1 v0.16b, v21.16b, v22.16b + zip2 v1.16b, v21.16b, v22.16b + zip1 v2.16b, v23.16b, v24.16b + zip2 v3.16b, v23.16b, v24.16b + ld1 {v4.8b}, [x24], x15 // src + mov v31.d[0], v0.d[1] + mov v31.d[1], v0.d[0] + mov v30.d[0], v1.d[1] + mov v30.d[1], v1.d[0] + mov v29.d[0], v2.d[1] + mov v29.d[1], v2.d[0] + mov v28.d[0], v3.d[1] + mov v28.d[1], v3.d[0] + + + .inst 0x4e849406 // sdot v6.4s, v0.16b, v4.16b + .inst 0x4e8497e7 // sdot v7.4s, v31.16b, v4.16b + .inst 0x4e849428 // sdot v8.4s, v1.16b, v4.16b + .inst 0x4e8497c9 // sdot v9.4s, v30.16b, v4.16b + .inst 0x4e84944a // sdot v10.4s, v2.16b, v4.16b + .inst 0x4e8497ab // sdot v11.4s, v29.16b, v4.16b + .inst 0x4e84946c // sdot v12.4s, v3.16b, v4.16b + .inst 0x4e84978d // sdot v13.4s, v28.16b, v4.16b + + subs x26, x26, #1 + bne LoopSz_TILE_1 + addp v16.4s, v6.4s, v7.4s + addp v17.4s, v8.4s, v9.4s + addp v18.4s, v10.4s, v11.4s + addp v19.4s, v12.4s, v13.4s + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v15.4s, v16.4s, v17.4s + uzp1 v16.4s, v18.4s, v19.4s + scvtf v15.4s, v15.4s + scvtf v16.4s, v16.4s + // using float scale dequant for precison + ld1 {v4.h}[0], [x23] // scales + ld1 {v0.8h}, [x19], #16 // alpha + fcvtl v5.4s, v4.4h + fmul v15.4s, v15.4s, v5.s[0] + fmul v16.4s, v16.4s, v5.s[0] + fcvtl v20.4s, v0.4h + fcvtl2 v21.4s, v0.8h + fmul v15.4s, v15.4s, v20.4s + fmul v16.4s, v16.4s, v21.4s + fcvtn v17.4h, v15.4s + fcvtn2 v17.8h, v16.4s +Tile1Dequant: + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.h}[0], [x22] // sums + // sum + (zero * sumx) + bias + fadd v2.8h, v2.8h, v17.8h + fmla v2.8h, v1.8h, v3.h[0] + st1 {v2.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + sub x6, x6, #1 // batch -= 1 + add x0, x0, #16 // dst += 1 * 8 * sizeof(float16_t) + add x1, x1, #8 // dst += 1 * 8 * sizeof(int8_t) + add x11, x11, #2 // sum += 1 * sizeof(float16_t) + add x12, x12, #2 // scale += 1 * sizeof(float16_t) + b TILE_1 + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_smmla.S b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_smmla.S new file mode 100644 index 000000000..ae221123c --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt4FP16_smmla.S @@ -0,0 +1,894 @@ +// +// MNNGemmHybridInt4_smmla.S +// MNN +// +// Created by MNN on 2023/10/30. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s + fmul \d0\().4s, \d0\().4s, \s\().4s + fmul \d1\().4s, \d1\().4s, \s\().4s + fmul \d2\().4s, \d2\().4s, \s\().4s + fmul \d3\().4s, \d3\().4s, \s\().4s +.endm + +.macro Float32ToHalf s0, s1, s2, s3, d0, d1 + fcvtn \d0\().4h, \s0\().4s + fcvtn2 \d0\().8h, \s1\().4s + fcvtn \d1\().4h, \s2\().4s + fcvtn2 \d1\().8h, \s3\().4s +.endm + +.macro Dequant c0, a0, z0, b0, s0, idx + fmul \c0\().8h, \c0\().8h, \a0\().8h + fmla \c0\().8h, \z0\().8h, \s0\().h[\idx] + fadd \c0\().8h, \c0\().8h, \b0\().8h +.endm + +asm_function MNNGemmHybridInt4FP16_smmla + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt4_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #5 // x13 = src_depth_quad * UNIT * UNIT_SRC / 2(int4) = src_depth_quad * 32 = src_depth_quad << 5 +b TILE_4 + +TILE_12: + cmp x6, #12 + blt TILE_10 + sub x14, x4, #128 // dst_step + lsr x15, x14, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_12: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v8.4s, wzr + dup v9.4s, wzr + dup v10.4s, wzr + dup v11.4s, wzr + dup v12.4s, wzr + dup v13.4s, wzr + dup v14.4s, wzr + dup v15.4s, wzr + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + dup v24.4s, wzr + dup v25.4s, wzr + dup v26.4s, wzr + dup v27.4s, wzr + dup v28.4s, wzr + dup v29.4s, wzr + dup v30.4s, wzr + dup v31.4s, wzr + // mask + mov w27, #0x0f + dup v6.16b, w27 + // offset + mov w27, #8 + dup v7.16b, w27 +LoopSz_TILE_12: + // src : 6 x [2 x 8] : (v4-5) * 3 + // weight : 4 x [2 x 8] : v0-3 + // dst : 6 x 4 x [4] : v8-v31 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v2.16b, v0.16b, #4 + and v3.16b, v0.16b, v6.16b + ushr v4.16b, v1.16b, #4 + and v5.16b, v1.16b, v6.16b + sub v2.16b, v2.16b, v7.16b + sub v3.16b, v3.16b, v7.16b + sub v4.16b, v4.16b, v7.16b + sub v5.16b, v5.16b, v7.16b + zip1 v0.16b, v2.16b, v3.16b + zip2 v1.16b, v2.16b, v3.16b + zip1 v2.16b, v4.16b, v5.16b + zip2 v3.16b, v4.16b, v5.16b + + ld1 {v4.16b, v5.16b}, [x24], #32 // src + .inst 0x4e80a488 // smmla v8.4s, v4.16b, v0.16b + .inst 0x4e81a489 // smmla v9.4s, v4.16b, v1.16b + .inst 0x4e82a48a // smmla v10.4s, v4.16b, v2.16b + .inst 0x4e83a48b // smmla v11.4s, v4.16b, v3.16b + .inst 0x4e80a4ac // smmla v12.4s, v5.16b, v0.16b + .inst 0x4e81a4ad // smmla v13.4s, v5.16b, v1.16b + .inst 0x4e82a4ae // smmla v14.4s, v5.16b, v2.16b + .inst 0x4e83a4af // smmla v15.4s, v5.16b, v3.16b + ld1 {v4.16b, v5.16b}, [x24], #32 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + .inst 0x4e80a4b4 // smmla v20.4s, v5.16b, v0.16b + .inst 0x4e81a4b5 // smmla v21.4s, v5.16b, v1.16b + .inst 0x4e82a4b6 // smmla v22.4s, v5.16b, v2.16b + .inst 0x4e83a4b7 // smmla v23.4s, v5.16b, v3.16b + ld1 {v4.16b, v5.16b}, [x24], x15 // src + .inst 0x4e80a498 // smmla v24.4s, v4.16b, v0.16b + .inst 0x4e81a499 // smmla v25.4s, v4.16b, v1.16b + .inst 0x4e82a49a // smmla v26.4s, v4.16b, v2.16b + .inst 0x4e83a49b // smmla v27.4s, v4.16b, v3.16b + .inst 0x4e80a4bc // smmla v28.4s, v5.16b, v0.16b + .inst 0x4e81a4bd // smmla v29.4s, v5.16b, v1.16b + .inst 0x4e82a4be // smmla v30.4s, v5.16b, v2.16b + .inst 0x4e83a4bf // smmla v31.4s, v5.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_12 + +LoopSzEnd_TILE_12: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v8, v9, v10, v11 + Int32ToFloat v12, v13, v14, v15 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + Int32ToFloat v24, v25, v26, v27 + Int32ToFloat v28, v29, v30, v31 + // using float scale dequant for precison + ld1 {v4.8h}, [x23], #16 // scales + ld1 {v5.d}[0], [x23], #8 // scales + fcvtl v6.4s, v4.4h + fcvtl2 v7.4s, v4.8h + // [0, 0, 1, 1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7, 8, 8, 9, 9, 10, 10, 11, 11] + dup v0.4s, v6.s[0] + mov v0.s[2], v6.s[1] + mov v0.s[3], v6.s[1] + dup v1.4s, v6.s[2] + mov v1.s[2], v6.s[3] + mov v1.s[3], v6.s[3] + dup v2.4s, v7.s[0] + mov v2.s[2], v7.s[1] + mov v2.s[3], v7.s[1] + dup v3.4s, v7.s[2] + mov v3.s[2], v7.s[3] + mov v3.s[3], v7.s[3] + fcvtl v7.4s, v5.4h + dup v4.4s, v7.s[0] + mov v4.s[2], v7.s[1] + mov v4.s[3], v7.s[1] + dup v5.4s, v7.s[2] + mov v5.s[2], v7.s[3] + mov v5.s[3], v7.s[3] + MulScale v8, v9, v10, v11, v0 + MulScale v12, v13, v14, v15, v1 + MulScale v16, v17, v18, v19, v2 + MulScale v20, v21, v22, v23, v3 + MulScale v24, v25, v26, v27, v4 + MulScale v28, v29, v30, v31, v5 + Float32ToHalf v8, v9, v10, v11, v6, v7 + Float32ToHalf v12, v13, v14, v15, v8, v9 + Float32ToHalf v16, v17, v18, v19, v10, v11 + Float32ToHalf v20, v21, v22, v23, v12, v13 + Float32ToHalf v24, v25, v26, v27, v14, v15 + Float32ToHalf v28, v29, v30, v31, v16, v17 + uzp1 v5.4s, v6.4s, v7.4s + uzp2 v6.4s, v6.4s, v7.4s + uzp1 v7.4s, v8.4s, v9.4s + uzp2 v8.4s, v8.4s, v9.4s + uzp1 v9.4s, v10.4s, v11.4s + uzp2 v10.4s, v10.4s, v11.4s + uzp1 v11.4s, v12.4s, v13.4s + uzp2 v12.4s, v12.4s, v13.4s + uzp1 v13.4s, v14.4s, v15.4s + uzp2 v14.4s, v14.4s, v15.4s + uzp1 v15.4s, v16.4s, v17.4s + uzp2 v16.4s, v16.4s, v17.4s +Tile12Dequant: + ld1 {v0.8h}, [x19], #16 // alpha + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.8h}, [x22], #16 // sums + ld1 {v4.d}[0], [x22], #8 // sums + // alpha * sum + (zero * sumx) + bias + Dequant v5, v0, v1, v2, v3, 0 + Dequant v6, v0, v1, v2, v3, 1 + Dequant v7, v0, v1, v2, v3, 2 + Dequant v8, v0, v1, v2, v3, 3 + Dequant v9, v0, v1, v2, v3, 4 + Dequant v10, v0, v1, v2, v3, 5 + Dequant v11, v0, v1, v2, v3, 6 + Dequant v12, v0, v1, v2, v3, 7 + Dequant v13, v0, v1, v2, v4, 0 + Dequant v14, v0, v1, v2, v4, 1 + Dequant v15, v0, v1, v2, v4, 2 + Dequant v16, v0, v1, v2, v4, 3 + st1 { v5.8h, v6.8h, v7.8h, v8.8h}, [x17], #64 + st1 { v9.8h, v10.8h, v11.8h, v12.8h}, [x17], #64 + st1 {v13.8h, v14.8h, v15.8h, v16.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_12 +Tile12End: + sub x6, x6, #12 // bach -= 12 + add x0, x0, #192 // dst += 12 * 8 * sizeof(float16_t) + add x1, x1, #96 // src += 12 * 8 * sizeof(int8_t) + add x11, x11, #24 // sum += 12 * sizeof(float16_t) + add x12, x12, #24 // scale += 12 * sizeof(float16_t)s + b TILE_12 + +TILE_10: + cmp x6, #10 + blt TILE_8 + sub x14, x4, #128 // dst_step + lsr x15, x14, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_10: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v12.4s, wzr + dup v13.4s, wzr + dup v14.4s, wzr + dup v15.4s, wzr + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + dup v24.4s, wzr + dup v25.4s, wzr + dup v26.4s, wzr + dup v27.4s, wzr + dup v28.4s, wzr + dup v29.4s, wzr + dup v30.4s, wzr + dup v31.4s, wzr + // mask + mov w27, #0x0f + dup v10.16b, w27 + // offset + mov w27, #8 + dup v11.16b, w27 +LoopSz_TILE_10: + // src : 5 x [2 x 8] : v4-8 + // weight : 4 x [2 x 8] : v0-3 + // dst : 5 x 4 x [4] : v12-v31 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v4.16b, v0.16b, #4 + and v5.16b, v0.16b, v10.16b + sub v4.16b, v4.16b, v11.16b + sub v5.16b, v5.16b, v11.16b + ushr v6.16b, v1.16b, #4 + and v7.16b, v1.16b, v10.16b + sub v6.16b, v6.16b, v11.16b + sub v7.16b, v7.16b, v11.16b + zip1 v0.16b, v4.16b, v5.16b + zip2 v1.16b, v4.16b, v5.16b + zip1 v2.16b, v6.16b, v7.16b + zip2 v3.16b, v6.16b, v7.16b + ld1 {v4.16b, v5.16b, v6.16b, v7.16b}, [x24], #64 // src + ld1 {v8.16b}, [x24], x15 // src + + .inst 0x4e80a48c // smmla v12.4s, v4.16b, v0.16b + .inst 0x4e81a48d // smmla v13.4s, v4.16b, v1.16b + .inst 0x4e82a48e // smmla v14.4s, v4.16b, v2.16b + .inst 0x4e83a48f // smmla v15.4s, v4.16b, v3.16b + .inst 0x4e80a4b0 // smmla v16.4s, v5.16b, v0.16b + .inst 0x4e81a4b1 // smmla v17.4s, v5.16b, v1.16b + .inst 0x4e82a4b2 // smmla v18.4s, v5.16b, v2.16b + .inst 0x4e83a4b3 // smmla v19.4s, v5.16b, v3.16b + .inst 0x4e80a4d4 // smmla v20.4s, v6.16b, v0.16b + .inst 0x4e81a4d5 // smmla v21.4s, v6.16b, v1.16b + .inst 0x4e82a4d6 // smmla v22.4s, v6.16b, v2.16b + .inst 0x4e83a4d7 // smmla v23.4s, v6.16b, v3.16b + .inst 0x4e80a4f8 // smmla v24.4s, v7.16b, v0.16b + .inst 0x4e81a4f9 // smmla v25.4s, v7.16b, v1.16b + .inst 0x4e82a4fa // smmla v26.4s, v7.16b, v2.16b + .inst 0x4e83a4fb // smmla v27.4s, v7.16b, v3.16b + .inst 0x4e80a51c // smmla v28.4s, v8.16b, v0.16b + .inst 0x4e81a51d // smmla v29.4s, v8.16b, v1.16b + .inst 0x4e82a51e // smmla v30.4s, v8.16b, v2.16b + .inst 0x4e83a51f // smmla v31.4s, v8.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_10 + +LoopSzEnd_TILE_10: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v12, v13, v14, v15 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + Int32ToFloat v24, v25, v26, v27 + Int32ToFloat v28, v29, v30, v31 + // using float scale dequant for precison + ld1 {v4.8h}, [x23], #16 // scales + ld1 {v5.s}[0], [x23], #4 // scales + fcvtl v6.4s, v4.4h + fcvtl2 v7.4s, v4.8h + fcvtl v8.4s, v5.4h + // [0, 0, 1, 1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7, 8, 8, 9, 9] + dup v0.4s, v6.s[0] + mov v0.s[2], v6.s[1] + mov v0.s[3], v6.s[1] + dup v1.4s, v6.s[2] + mov v1.s[2], v6.s[3] + mov v1.s[3], v6.s[3] + dup v2.4s, v7.s[0] + mov v2.s[2], v7.s[1] + mov v2.s[3], v7.s[1] + dup v3.4s, v7.s[2] + mov v3.s[2], v7.s[3] + mov v3.s[3], v7.s[3] + dup v4.4s, v8.s[0] + mov v4.s[2], v8.s[1] + mov v4.s[3], v8.s[1] + MulScale v12, v13, v14, v15, v0 + MulScale v16, v17, v18, v19, v1 + MulScale v20, v21, v22, v23, v2 + MulScale v24, v25, v26, v27, v3 + MulScale v28, v29, v30, v31, v4 + Float32ToHalf v12, v13, v14, v15, v10, v11 + Float32ToHalf v16, v17, v18, v19, v12, v13 + Float32ToHalf v20, v21, v22, v23, v14, v15 + Float32ToHalf v24, v25, v26, v27, v16, v17 + Float32ToHalf v28, v29, v30, v31, v18, v19 + uzp1 v9.4s, v10.4s, v11.4s + uzp2 v10.4s, v10.4s, v11.4s + uzp1 v11.4s, v12.4s, v13.4s + uzp2 v12.4s, v12.4s, v13.4s + uzp1 v13.4s, v14.4s, v15.4s + uzp2 v14.4s, v14.4s, v15.4s + uzp1 v15.4s, v16.4s, v17.4s + uzp2 v16.4s, v16.4s, v17.4s + uzp1 v17.4s, v18.4s, v19.4s + uzp2 v18.4s, v18.4s, v19.4s +Tile10Dequant: + ld1 {v0.8h}, [x19], #16 // alpha + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.8h}, [x22], #16 // sums + ld1 {v4.s}[0], [x22], #4 // sums + // alpha * sum + (zero * sumx) + bias + Dequant v9, v0, v1, v2, v3, 0 + Dequant v10, v0, v1, v2, v3, 1 + Dequant v11, v0, v1, v2, v3, 2 + Dequant v12, v0, v1, v2, v3, 3 + Dequant v13, v0, v1, v2, v3, 4 + Dequant v14, v0, v1, v2, v3, 5 + Dequant v15, v0, v1, v2, v3, 6 + Dequant v16, v0, v1, v2, v3, 7 + Dequant v17, v0, v1, v2, v4, 0 + Dequant v18, v0, v1, v2, v4, 1 + st1 { v9.8h, v10.8h, v11.8h, v12.8h}, [x17], #64 + st1 {v13.8h, v14.8h, v15.8h, v16.8h}, [x17], #64 + st1 {v17.8h, v18.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_10 +Tile10End: + sub x6, x6, #10 // bach -= 10 + add x0, x0, #160 // dst += 10 * 8 * sizeof(float16_t) + add x1, x1, #80 // src += 10 * 8 * sizeof(int8_t) + add x11, x11, #20 // sum += 10 * sizeof(float16_t) + add x12, x12, #20 // scale += 10 * sizeof(float16_t) + b TILE_10 + +TILE_8: + cmp x6, #8 + blt TILE_1 + sub x14, x4, #64 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_8: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + dup v24.4s, wzr + dup v25.4s, wzr + dup v26.4s, wzr + dup v27.4s, wzr + dup v28.4s, wzr + dup v29.4s, wzr + dup v30.4s, wzr + dup v31.4s, wzr + // mask + mov w27, #0x0f + dup v10.16b, w27 + // offset + mov w27, #8 + dup v11.16b, w27 +LoopSz_TILE_8: + // src : 4 x [2 x 8] : v4-7 + // weight : 4 x [2 x 8] : v0-3 + // dst : 4 x 4 x [4] : v16-v31 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v4.16b, v0.16b, #4 + and v5.16b, v0.16b, v10.16b + sub v4.16b, v4.16b, v11.16b + sub v5.16b, v5.16b, v11.16b + ushr v6.16b, v1.16b, #4 + and v7.16b, v1.16b, v10.16b + sub v6.16b, v6.16b, v11.16b + sub v7.16b, v7.16b, v11.16b + zip1 v0.16b, v4.16b, v5.16b + zip2 v1.16b, v4.16b, v5.16b + zip1 v2.16b, v6.16b, v7.16b + zip2 v3.16b, v6.16b, v7.16b + ld1 {v4.16b, v5.16b, v6.16b, v7.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + .inst 0x4e80a4b4 // smmla v20.4s, v5.16b, v0.16b + .inst 0x4e81a4b5 // smmla v21.4s, v5.16b, v1.16b + .inst 0x4e82a4b6 // smmla v22.4s, v5.16b, v2.16b + .inst 0x4e83a4b7 // smmla v23.4s, v5.16b, v3.16b + .inst 0x4e80a4d8 // smmla v24.4s, v6.16b, v0.16b + .inst 0x4e81a4d9 // smmla v25.4s, v6.16b, v1.16b + .inst 0x4e82a4da // smmla v26.4s, v6.16b, v2.16b + .inst 0x4e83a4db // smmla v27.4s, v6.16b, v3.16b + .inst 0x4e80a4fc // smmla v28.4s, v7.16b, v0.16b + .inst 0x4e81a4fd // smmla v29.4s, v7.16b, v1.16b + .inst 0x4e82a4fe // smmla v30.4s, v7.16b, v2.16b + .inst 0x4e83a4ff // smmla v31.4s, v7.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_8 + +LoopSzEnd_TILE_8: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + Int32ToFloat v24, v25, v26, v27 + Int32ToFloat v28, v29, v30, v31 + // using float scale dequant for precison + ld1 {v4.8h}, [x23] // scales + fcvtl v5.4s, v4.4h + fcvtl2 v6.4s, v4.8h + dup v0.4s, v5.s[0] + mov v0.s[2], v5.s[1] + mov v0.s[3], v5.s[1] + dup v1.4s, v5.s[2] + mov v1.s[2], v5.s[3] + mov v1.s[3], v5.s[3] + dup v2.4s, v6.s[0] + mov v2.s[2], v6.s[1] + mov v2.s[3], v6.s[1] + dup v3.4s, v6.s[2] + mov v3.s[2], v6.s[3] + mov v3.s[3], v6.s[3] + MulScale v16, v17, v18, v19, v0 + MulScale v20, v21, v22, v23, v1 + MulScale v24, v25, v26, v27, v2 + MulScale v28, v29, v30, v31, v3 + Float32ToHalf v16, v17, v18, v19, v12, v13 + Float32ToHalf v20, v21, v22, v23, v14, v15 + Float32ToHalf v24, v25, v26, v27, v16, v17 + Float32ToHalf v28, v29, v30, v31, v18, v19 + uzp1 v11.4s, v12.4s, v13.4s + uzp2 v12.4s, v12.4s, v13.4s + uzp1 v13.4s, v14.4s, v15.4s + uzp2 v14.4s, v14.4s, v15.4s + uzp1 v15.4s, v16.4s, v17.4s + uzp2 v16.4s, v16.4s, v17.4s + uzp1 v17.4s, v18.4s, v19.4s + uzp2 v18.4s, v18.4s, v19.4s +Tile8Dequant: + ld1 {v0.8h}, [x19], #16 // alpha + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.8h}, [x22] // sums + // alpha * sum + (zero * sumx) + bias + Dequant v11, v0, v1, v2, v3, 0 + Dequant v12, v0, v1, v2, v3, 1 + Dequant v13, v0, v1, v2, v3, 2 + Dequant v14, v0, v1, v2, v3, 3 + Dequant v15, v0, v1, v2, v3, 4 + Dequant v16, v0, v1, v2, v3, 5 + Dequant v17, v0, v1, v2, v3, 6 + Dequant v18, v0, v1, v2, v3, 7 + st1 {v11.8h, v12.8h, v13.8h, v14.8h}, [x17], #64 + st1 {v15.8h, v16.8h, v17.8h, v18.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_8 +Tile8End: + sub x6, x6, #8 // bach -= 8 + add x0, x0, #128 // dst += 8 * 8 * sizeof(float16_t) + add x1, x1, #64 // src += 8 * 8 * sizeof(int8_t) + add x11, x11, #16 // sum += 8 * sizeof(float16_t) + add x12, x12, #16 // scale += 8 * sizeof(float16_t) + b TILE_8 + +TILE_4: + cmp x6, #4 + blt TILE_2 + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + dup v24.4s, wzr + dup v25.4s, wzr + dup v26.4s, wzr + dup v27.4s, wzr + dup v28.4s, wzr + dup v29.4s, wzr + dup v30.4s, wzr + dup v31.4s, wzr + // mask + mov w27, #0x0f + dup v10.16b, w27 + // offset + mov w27, #8 + dup v11.16b, w27 +LoopSz_TILE_4: + // src : 2 x [2 x 8] : v4-5 + // weight : 4 x [2 x 8] : v0-3 + // dst : 2 x 4 x [4] : v16-23 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v4.16b, v0.16b, #4 + and v5.16b, v0.16b, v10.16b + sub v4.16b, v4.16b, v11.16b + sub v5.16b, v5.16b, v11.16b + ushr v6.16b, v1.16b, #4 + and v7.16b, v1.16b, v10.16b + sub v6.16b, v6.16b, v11.16b + sub v7.16b, v7.16b, v11.16b + zip1 v0.16b, v4.16b, v5.16b + zip2 v1.16b, v4.16b, v5.16b + zip1 v2.16b, v6.16b, v7.16b + zip2 v3.16b, v6.16b, v7.16b + ld1 {v4.16b, v5.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + .inst 0x4e80a4b4 // smmla v20.4s, v5.16b, v0.16b + .inst 0x4e81a4b5 // smmla v21.4s, v5.16b, v1.16b + .inst 0x4e82a4b6 // smmla v22.4s, v5.16b, v2.16b + .inst 0x4e83a4b7 // smmla v23.4s, v5.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_4 + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v4.d}[0], [x23] // scales + fcvtl v5.4s, v4.4h + dup v0.4s, v5.s[0] + mov v0.s[2], v5.s[1] + mov v0.s[3], v5.s[1] + dup v1.4s, v5.s[2] + mov v1.s[2], v5.s[3] + mov v1.s[3], v5.s[3] + MulScale v16, v17, v18, v19, v0 + MulScale v20, v21, v22, v23, v1 + Float32ToHalf v16, v17, v18, v19, v12, v13 + Float32ToHalf v20, v21, v22, v23, v14, v15 + uzp1 v11.4s, v12.4s, v13.4s + uzp2 v12.4s, v12.4s, v13.4s + uzp1 v13.4s, v14.4s, v15.4s + uzp2 v14.4s, v14.4s, v15.4s +Tile4Dequant: + ld1 {v0.8h}, [x19], #16 // alpha + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.d}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + Dequant v11, v0, v1, v2, v3, 0 + Dequant v12, v0, v1, v2, v3, 1 + Dequant v13, v0, v1, v2, v3, 2 + Dequant v14, v0, v1, v2, v3, 3 + st1 {v11.8h, v12.8h, v13.8h, v14.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #64 // dst += 4 * 8 * sizeof(float16_t) + add x1, x1, #32 // src += 4 * 8 * sizeof(int8_t) + add x11, x11, #8 // sum += 4 * sizeof(float16_t) + add x12, x12, #8 // scale += 4 * sizeof(float16_t) + b TILE_4 + +TILE_2: + cmp x6, #2 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_2: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 +LoopSz_TILE_2: + // src : 1 x [2 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [4] : v16-19 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v8.16b, v0.16b, #4 + and v9.16b, v0.16b, v14.16b + sub v8.16b, v8.16b, v15.16b + sub v9.16b, v9.16b, v15.16b + ushr v10.16b, v1.16b, #4 + and v11.16b, v1.16b, v14.16b + sub v10.16b, v10.16b, v15.16b + sub v11.16b, v11.16b, v15.16b + zip1 v0.16b, v8.16b, v9.16b + zip2 v1.16b, v8.16b, v9.16b + zip1 v2.16b, v10.16b, v11.16b + zip2 v3.16b, v10.16b, v11.16b + ld1 {v4.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_2 + +LoopSzEnd_TILE_2: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v13.2d, v16.2d, v17.2d + uzp1 v14.2d, v18.2d, v19.2d + uzp2 v15.2d, v16.2d, v17.2d + uzp2 v16.2d, v18.2d, v19.2d + Int32ToFloat v13, v14, v15, v16 + // using float scale dequant for precison + ld1 {v4.s}[0], [x23] // scales + fcvtl v5.4s, v4.4h + fmul v13.4s, v13.4s, v5.s[0] + fmul v14.4s, v14.4s, v5.s[0] + fmul v15.4s, v15.4s, v5.s[1] + fmul v16.4s, v16.4s, v5.s[1] + fcvtn v12.4h, v13.4s + fcvtn2 v12.8h, v14.4s + fcvtn v13.4h, v15.4s + fcvtn2 v13.8h, v16.4s +Tile2Dequant: + ld1 {v0.8h}, [x19], #16 // alpha + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.s}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + Dequant v12, v0, v1, v2, v3, 0 + Dequant v13, v0, v1, v2, v3, 1 + st1 {v12.8h, v13.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_2 +Tile2End: + sub x6, x6, #2 // batch -= 2 + add x0, x0, #32 // dst += 2 * 8 * sizeof(float16_t) + add x1, x1, #16 // dst += 2 * 8 * sizeof(int8_t) + add x11, x11, #4 // sum += 2 * sizeof(float16_t) + add x12, x12, #4 // scale += 2 * sizeof(float16_t) + b TILE_2 + + +TILE_1: + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 + +LoopSz_TILE_1: + // src : 1 x [1 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [2] : v16-v19 + prfm pldl1keep, [x25, #64] // 预取下一次权重数据 + prfm pldl1keep, [x24, x15] // 预取下一次源数据 + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v8.16b, v0.16b, #4 + and v9.16b, v0.16b, v14.16b + ushr v10.16b, v1.16b, #4 + and v11.16b, v1.16b, v14.16b + sub v8.16b, v8.16b, v15.16b + sub v9.16b, v9.16b, v15.16b + sub v10.16b, v10.16b, v15.16b + sub v11.16b, v11.16b, v15.16b + zip1 v0.16b, v8.16b, v9.16b + zip2 v1.16b, v8.16b, v9.16b + zip1 v2.16b, v10.16b, v11.16b + zip2 v3.16b, v10.16b, v11.16b + ld1 {v4.8b}, [x24], x15 // src + .inst 0x4e84a410 // smmla v16.4s, v0.16b, v4.16b + .inst 0x4e84a431 // smmla v17.4s, v1.16b, v4.16b + .inst 0x4e84a452 // smmla v18.4s, v2.16b, v4.16b + .inst 0x4e84a473 // smmla v19.4s, v3.16b, v4.16b + subs x26, x26, #1 + bne LoopSz_TILE_1 + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v15.4s, v16.4s, v17.4s + uzp1 v16.4s, v18.4s, v19.4s + scvtf v15.4s, v15.4s + scvtf v16.4s, v16.4s + // using float scale dequant for precison + ld1 {v4.h}[0], [x23] // scales + fcvtl v5.4s, v4.4h + fmul v15.4s, v15.4s, v5.s[0] + fmul v16.4s, v16.4s, v5.s[0] + fcvtn v17.4h, v15.4s + fcvtn2 v17.8h, v16.4s +Tile1Dequant: + ld1 {v0.8h}, [x19], #16 // alpha + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.h}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + fmla v2.8h, v0.8h, v17.8h + fmla v2.8h, v1.8h, v3.h[0] + st1 {v2.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + sub x6, x6, #1 // batch -= 1 + add x0, x0, #16 // dst += 1 * 8 * sizeof(float16_t) + add x1, x1, #8 // dst += 1 * 8 * sizeof(int8_t) + add x11, x11, #2 // sum += 1 * sizeof(float16_t) + add x12, x12, #2 // scale += 1 * sizeof(float16_t) + b TILE_1 + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_sdot.S b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_sdot.S new file mode 100644 index 000000000..bfb1158a1 --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_sdot.S @@ -0,0 +1,323 @@ +// +// MNNGemmHybridInt8_sdot.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s, idx0, idx1, alpha0, alpha1 + fmul \d0\().4s, \d0\().4s, \s\().s[\idx0] + fmul \d1\().4s, \d1\().4s, \s\().s[\idx0] + fmul \d2\().4s, \d2\().4s, \s\().s[\idx1] + fmul \d3\().4s, \d3\().4s, \s\().s[\idx1] + fmul \d0\().4s, \d0\().4s, \alpha0\().4s + fmul \d1\().4s, \d1\().4s, \alpha1\().4s + fmul \d2\().4s, \d2\().4s, \alpha0\().4s + fmul \d3\().4s, \d3\().4s, \alpha1\().4s +.endm + +.macro Float32ToHalf s0, s1, s2, s3, d0, d1 + fcvtn \d0\().4h, \s0\().4s + fcvtn2 \d0\().8h, \s1\().4s + fcvtn \d1\().4h, \s2\().4s + fcvtn2 \d1\().8h, \s3\().4s +.endm + +.macro Dequant c0, z0, b0, s0, idx + fmla \c0\().8h, \z0\().8h, \s0\().h[\idx] + fadd \c0\().8h, \c0\().8h, \b0\().8h +.endm + +asm_function MNNGemmHybridInt8FP16_sdot + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt8_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #6 // x13 = src_depth_quad * UNIT * UNIT_SRC / 1(int8) = src_depth_quad * 64 = src_depth_quad << 6 + +TILE_4: + cmp x6, #4 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + dup v24.4s, wzr + dup v25.4s, wzr + dup v26.4s, wzr + dup v27.4s, wzr + dup v28.4s, wzr + dup v29.4s, wzr + dup v30.4s, wzr + dup v31.4s, wzr +LoopSz_TILE_4: + // src : 2 x [2 x 8] : v4-5 + // weight : 4 x [2 x 8] : v0-3 + // dst : 2 x 4 x [4] : v16-23 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.16b, v5.16b}, [x24], x15 // src + mov v10.d[0], v0.d[1] + mov v10.d[1], v0.d[0] + mov v11.d[1], v1.d[0] + mov v11.d[0], v1.d[1] + mov v12.d[0], v2.d[1] + mov v12.d[1], v2.d[0] + mov v13.d[0], v3.d[1] + mov v13.d[1], v3.d[0] + .inst 0x4e809490 // sdot v16.4s, v4.16b, v0.16b + .inst 0x4e8a9498 // sdot v24.4s, v4.16b, v10.16b + .inst 0x4e819491 // sdot v17.4s, v4.16b, v1.16b + .inst 0x4e8b9499 // sdot v25.4s, v4.16b, v11.16b + .inst 0x4e829492 // sdot v18.4s, v4.16b, v2.16b + .inst 0x4e8c949a // sdot v26.4s, v4.16b, v12.16b + .inst 0x4e839493 // sdot v19.4s, v4.16b, v3.16b + .inst 0x4e8d949b // sdot v27.4s, v4.16b, v13.16b + .inst 0x4e8094b4 // sdot v20.4s, v5.16b, v0.16b + .inst 0x4e8a94bc // sdot v28.4s, v5.16b, v10.16b + .inst 0x4e8194b5 // sdot v21.4s, v5.16b, v1.16b + .inst 0x4e8b94bd // sdot v29.4s, v5.16b, v11.16b + .inst 0x4e8294b6 // sdot v22.4s, v5.16b, v2.16b + .inst 0x4e8c94be // sdot v30.4s, v5.16b, v12.16b + .inst 0x4e8394b7 // sdot v23.4s, v5.16b, v3.16b + .inst 0x4e8d94bf // sdot v31.4s, v5.16b, v13.16b + + subs x26, x26, #1 + bne LoopSz_TILE_4 + + addp v16.4s, v16.4s, v24.4s + addp v17.4s, v17.4s, v25.4s + addp v18.4s, v18.4s, v26.4s + addp v19.4s, v19.4s, v27.4s + addp v20.4s, v20.4s, v28.4s + addp v21.4s, v21.4s, v29.4s + addp v22.4s, v22.4s, v30.4s + addp v23.4s, v23.4s, v31.4s + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v4.d}[0], [x23] // scales + ld1 {v31.8h}, [x19], #16 // alpha + uzp1 v24.4s, v16.4s, v17.4s // batch=0,oc:0-3 + uzp2 v26.4s, v16.4s, v17.4s // batch=1,oc:1,0,3,2 + uzp1 v25.4s, v18.4s, v19.4s // batch=0,oc:4-7 + uzp2 v27.4s, v18.4s, v19.4s // batch=1,oc:5,4,7,6 + + uzp1 v28.4s, v20.4s, v21.4s // batch=2,oc:0-3 + uzp2 v7.4s, v20.4s, v21.4s // batch=3,oc:1,0,3,2 + uzp1 v6.4s, v22.4s, v23.4s // batch=2,oc:4-7 + uzp2 v8.4s, v22.4s, v23.4s // batch=3,oc:5,4,7,6 + + trn1 v0.4s, v26.4s, v27.4s // 1,5,3,7 + trn1 v1.4s, v7.4s, v8.4s // 1,5,3,7 + trn2 v2.4s, v26.4s, v27.4s // 0,4,2,6 + trn2 v3.4s, v7.4s, v8.4s // 0,4,2,6 + + trn1 v10.4s, v2.4s, v0.4s // batch=1 + trn2 v11.4s, v2.4s, v0.4s + trn1 v21.4s, v3.4s, v1.4s // batch=3 + trn2 v19.4s, v3.4s, v1.4s + + fcvtl v29.4s, v31.4h // oc:0-3 + fcvtl2 v30.4s, v31.8h // oc:4-7 + fcvtl v5.4s, v4.4h // scales: 4 batch + + MulScale v24, v25, v10, v11, v5, 0, 1, v29, v30 + MulScale v28, v6, v21, v19, v5, 2, 3, v29, v30 + Float32ToHalf v24, v25, v10, v11, v12, v13 + Float32ToHalf v28, v6, v21, v19, v14, v15 +Tile4Dequant: + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.d}[0], [x22] // sums + // sum + (zero * sumx) + bias + Dequant v12, v1, v2, v3, 0 + Dequant v13, v1, v2, v3, 1 + Dequant v14, v1, v2, v3, 2 + Dequant v15, v1, v2, v3, 3 + st1 {v12.8h, v13.8h, v14.8h, v15.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #64 // dst += 4 * 8 * sizeof(float16_t) + add x1, x1, #32 // src += 4 * 8 * sizeof(int8_t) + add x11, x11, #8 // sum += 4 * sizeof(float16_t) + add x12, x12, #8 // scale += 4 * sizeof(float16_t) + b TILE_4 + +TILE_1: + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + movi v6.4s, #0 + movi v7.4s, #0 + movi v8.4s, #0 + movi v9.4s, #0 + movi v10.4s, #0 + movi v11.4s, #0 + movi v12.4s, #0 + movi v13.4s, #0 +LoopSz_TILE_1: + // src : 1 x [1 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [2] : v16-v19 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.8b}, [x24], x15 // src + mov v31.d[0], v0.d[1] + mov v31.d[1], v0.d[0] + mov v30.d[0], v1.d[1] + mov v30.d[1], v1.d[0] + mov v29.d[0], v2.d[1] + mov v29.d[1], v2.d[0] + mov v28.d[0], v3.d[1] + mov v28.d[1], v3.d[0] + + + .inst 0x4e849406 // sdot v6.4s, v0.16b, v4.16b + .inst 0x4e8497e7 // sdot v7.4s, v31.16b, v4.16b + .inst 0x4e849428 // sdot v8.4s, v1.16b, v4.16b + .inst 0x4e8497c9 // sdot v9.4s, v30.16b, v4.16b + .inst 0x4e84944a // sdot v10.4s, v2.16b, v4.16b + .inst 0x4e8497ab // sdot v11.4s, v29.16b, v4.16b + .inst 0x4e84946c // sdot v12.4s, v3.16b, v4.16b + .inst 0x4e84978d // sdot v13.4s, v28.16b, v4.16b + + subs x26, x26, #1 + bne LoopSz_TILE_1 + addp v16.4s, v6.4s, v7.4s + addp v17.4s, v8.4s, v9.4s + addp v18.4s, v10.4s, v11.4s + addp v19.4s, v12.4s, v13.4s + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v15.4s, v16.4s, v17.4s + uzp1 v16.4s, v18.4s, v19.4s + scvtf v15.4s, v15.4s + scvtf v16.4s, v16.4s + // using float scale dequant for precison + ld1 {v4.h}[0], [x23] // scales + ld1 {v0.8h}, [x19], #16 // alpha + fcvtl v5.4s, v4.4h + fmul v15.4s, v15.4s, v5.s[0] + fmul v16.4s, v16.4s, v5.s[0] + fcvtl v20.4s, v0.4h + fcvtl2 v21.4s, v0.8h + fmul v15.4s, v15.4s, v20.4s + fmul v16.4s, v16.4s, v21.4s + fcvtn v17.4h, v15.4s + fcvtn2 v17.8h, v16.4s +Tile1Dequant: + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.h}[0], [x22] // sums + // sum + (zero * sumx) + bias + fadd v2.8h, v2.8h, v17.8h + fmla v2.8h, v1.8h, v3.h[0] + st1 {v2.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + sub x6, x6, #1 // batch -= 1 + add x0, x0, #16 // dst += 1 * 8 * sizeof(float16_t) + add x1, x1, #8 // dst += 1 * 8 * sizeof(int8_t) + add x11, x11, #2 // sum += 1 * sizeof(float16_t) + add x12, x12, #2 // scale += 1 * sizeof(float16_t) + b TILE_1 + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_smmla.S b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_smmla.S new file mode 100644 index 000000000..f886a0b27 --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNGemmHybridInt8FP16_smmla.S @@ -0,0 +1,566 @@ +// +// MNNGemmHybridInt8_smmla.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s, idx0, idx1, alpha0, alpha1 + fmul \d0\().4s, \d0\().4s, \s\().s[\idx0] + fmul \d1\().4s, \d1\().4s, \s\().s[\idx0] + fmul \d2\().4s, \d2\().4s, \s\().s[\idx1] + fmul \d3\().4s, \d3\().4s, \s\().s[\idx1] + fmul \d0\().4s, \d0\().4s, \alpha0\().4s + fmul \d1\().4s, \d1\().4s, \alpha1\().4s + fmul \d2\().4s, \d2\().4s, \alpha0\().4s + fmul \d3\().4s, \d3\().4s, \alpha1\().4s +.endm + +.macro Float32ToHalf s0, s1, s2, s3, d0, d1 + fcvtn \d0\().4h, \s0\().4s + fcvtn2 \d0\().8h, \s1\().4s + fcvtn \d1\().4h, \s2\().4s + fcvtn2 \d1\().8h, \s3\().4s +.endm + +.macro Dequant c0, z0, b0, s0, idx + fmla \c0\().8h, \z0\().8h, \s0\().h[\idx] + fadd \c0\().8h, \c0\().8h, \b0\().8h +.endm + +asm_function MNNGemmHybridInt8FP16_smmla + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt8_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #6 // x13 = src_depth_quad * UNIT * UNIT_SRC / 1(int8) = src_depth_quad * 64 = src_depth_quad << 6 +cmp x6, #1 +beq TILE_EQ_1 + +TILE_8: + cmp x6, #8 + blt TILE_4 + //mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + sub x14, x4, #64 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_8: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + dup v24.4s, wzr + dup v25.4s, wzr + dup v26.4s, wzr + dup v27.4s, wzr + dup v28.4s, wzr + dup v29.4s, wzr + dup v30.4s, wzr + dup v31.4s, wzr +LoopSz_TILE_8: + // src : 2 x [2 x 8] : v4-5 + // weight : 4 x [2 x 8] : v0-3 + // dst : 2 x 4 x [4] : v16-23 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.16b, v5.16b, v6.16b, v7.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b // batch=0,1, oc=0,1 + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b // batch=0,1, oc=2,3 + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b // batch=0,1, oc=4,5 + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b // batch=0,1, oc=6,7 + .inst 0x4e80a4b4 // smmla v20.4s, v5.16b, v0.16b // batch=2,3, oc=0,1 + .inst 0x4e81a4b5 // smmla v21.4s, v5.16b, v1.16b // batch=2,3, oc=2,3 + .inst 0x4e82a4b6 // smmla v22.4s, v5.16b, v2.16b // batch=2,3, oc=4,5 + .inst 0x4e83a4b7 // smmla v23.4s, v5.16b, v3.16b // batch=2,3, oc=6,7 + + .inst 0x4e80a4d8 // smmla v24.4s, v6.16b, v0.16b // batch=4,5, oc=0,1 + .inst 0x4e81a4d9 // smmla v25.4s, v6.16b, v1.16b // batch=4,5, oc=2,3 + .inst 0x4e82a4da // smmla v26.4s, v6.16b, v2.16b // batch=4,5, oc=4,5 + .inst 0x4e83a4db // smmla v27.4s, v6.16b, v3.16b // batch=4,5, oc=6,7 + .inst 0x4e80a4fc // smmla v28.4s, v7.16b, v0.16b // batch=6,7, oc=0,1 + .inst 0x4e81a4fd // smmla v29.4s, v7.16b, v1.16b // batch=6,7, oc=2,3 + .inst 0x4e82a4fe // smmla v30.4s, v7.16b, v2.16b // batch=6,7, oc=4,5 + .inst 0x4e83a4ff // smmla v31.4s, v7.16b, v3.16b // batch=6,7, oc=6,7 + subs x26, x26, #1 + bne LoopSz_TILE_8 + +LoopSzEnd_TILE_8: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + Int32ToFloat v24, v25, v26, v27 + Int32ToFloat v28, v29, v30, v31 + // using float scale dequant for precison + trn1 v8.2d, v16.2d, v17.2d // batch=0,oc:0-3 + trn1 v9.2d, v18.2d, v19.2d // batch=0,oc:4-7 + trn2 v10.2d, v16.2d, v17.2d // batch=1,oc:0-3 + trn2 v11.2d, v18.2d, v19.2d // batch=1,oc:4-7 + trn1 v12.2d, v20.2d, v21.2d // batch=2,oc:0-3 + trn1 v13.2d, v22.2d, v23.2d // batch=2,oc:4-7 + trn2 v14.2d, v20.2d, v21.2d // batch=3,oc:0-3 + trn2 v15.2d, v22.2d, v23.2d // batch=3,oc:4-7 + + trn1 v0.2d, v24.2d, v25.2d // batch=4,oc:0-3 + trn1 v1.2d, v26.2d, v27.2d // batch=4,oc:4-7 + trn2 v2.2d, v24.2d, v25.2d // batch=5,oc:0-3 + trn2 v3.2d, v26.2d, v27.2d // batch=5,oc:4-7 + trn1 v4.2d, v28.2d, v29.2d // batch=6,oc:0-3 + trn1 v5.2d, v30.2d, v31.2d // batch=6,oc:4-7 + trn2 v6.2d, v28.2d, v29.2d // batch=7,oc:0-3 + trn2 v7.2d, v30.2d, v31.2d // batch=7,oc:4-7 + + ld1 {v16.8h}, [x23] // scales + ld1 {v17.8h}, [x19], #16 // alpha + fcvtl v18.4s, v17.4h // oc:0-3 + fcvtl2 v19.4s, v17.8h // oc:4-7 + fcvtl v28.4s, v16.4h // scales: batch 0,1,2,3 + fcvtl2 v29.4s, v16.8h // scales: batch 4,5,6,7 + + MulScale v8, v9, v10, v11, v28, 0, 1, v18, v19 + MulScale v12, v13, v14, v15, v28, 2, 3, v18, v19 + Float32ToHalf v8, v9, v10, v11, v20, v21 // batch=0,1 + Float32ToHalf v12, v13, v14, v15, v22, v23 // batch=2,3 + + MulScale v0, v1, v2, v3, v29, 0, 1, v18, v19 + MulScale v4, v5, v6, v7, v29, 2, 3, v18, v19 + Float32ToHalf v0, v1, v2, v3, v24, v25 // batch=4,5 + Float32ToHalf v4, v5, v6, v7, v26, v27 // batch=6,7 + +Tile8Dequant: + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.8h}, [x22] // sums + // sum + (zero * sumx) + bias + Dequant v20, v1, v2, v3, 0 + Dequant v21, v1, v2, v3, 1 + Dequant v22, v1, v2, v3, 2 + Dequant v23, v1, v2, v3, 3 + + Dequant v24, v1, v2, v3, 4 + Dequant v25, v1, v2, v3, 5 + Dequant v26, v1, v2, v3, 6 + Dequant v27, v1, v2, v3, 7 + st1 {v20.8h, v21.8h, v22.8h, v23.8h}, [x17], #64 + st1 {v24.8h, v25.8h, v26.8h, v27.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_8 +Tile8End: + sub x6, x6, #8 // bach -= 8 + add x0, x0, #128 // dst += 8 * 8 * sizeof(float16_t) + add x1, x1, #64 // src += 8 * 8 * sizeof(int8_t) + add x11, x11, #16 // sum += 8 * sizeof(float16_t) + add x12, x12, #16 // scale += 8 * sizeof(float16_t) + b TILE_8 + +TILE_4: + cmp x6, #4 + blt TILE_2 + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr +LoopSz_TILE_4: + // src : 2 x [2 x 8] : v4-5 + // weight : 4 x [2 x 8] : v0-3 + // dst : 2 x 4 x [4] : v16-23 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.16b, v5.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b // batch=0,1, oc=0,1 + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b // batch=0,1, oc=2,3 + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b // batch=0,1, oc=4,5 + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b // batch=0,1, oc=6,7 + .inst 0x4e80a4b4 // smmla v20.4s, v5.16b, v0.16b // batch=2,3, oc=0,1 + .inst 0x4e81a4b5 // smmla v21.4s, v5.16b, v1.16b // batch=2,3, oc=2,3 + .inst 0x4e82a4b6 // smmla v22.4s, v5.16b, v2.16b // batch=2,3, oc=4,5 + .inst 0x4e83a4b7 // smmla v23.4s, v5.16b, v3.16b // batch=2,3, oc=6,7 + subs x26, x26, #1 + bne LoopSz_TILE_4 + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v4.d}[0], [x23] // scales + ld1 {v31.8h}, [x19], #16 // alpha + fcvtl v29.4s, v31.4h // oc:0-3 + fcvtl2 v30.4s, v31.8h // oc:4-7 + trn1 v24.2d, v16.2d, v17.2d // batch=0,oc:0-3 + trn1 v25.2d, v18.2d, v19.2d // batch=0,oc:4-7 + trn2 v26.2d, v16.2d, v17.2d // batch=1,oc:0-3 + trn2 v27.2d, v18.2d, v19.2d // batch=1,oc:4-7 + trn1 v28.2d, v20.2d, v21.2d // batch=2,oc:0-3 + trn1 v6.2d, v22.2d, v23.2d // batch=2,oc:4-7 + trn2 v7.2d, v20.2d, v21.2d // batch=3,oc:0-3 + trn2 v8.2d, v22.2d, v23.2d // batch=3,oc:4-7 + + fcvtl v5.4s, v4.4h // scales: 4 batch + + MulScale v24, v25, v26, v27, v5, 0, 1, v29, v30 + MulScale v28, v6, v7, v8, v5, 2, 3, v29, v30 + Float32ToHalf v24, v25, v26, v27, v12, v13 + Float32ToHalf v28, v6, v7, v8, v14, v15 +Tile4Dequant: + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.d}[0], [x22] // sums + // sum + (zero * sumx) + bias + Dequant v12, v1, v2, v3, 0 + Dequant v13, v1, v2, v3, 1 + Dequant v14, v1, v2, v3, 2 + Dequant v15, v1, v2, v3, 3 + st1 {v12.8h, v13.8h, v14.8h, v15.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #64 // dst += 4 * 8 * sizeof(float16_t) + add x1, x1, #32 // src += 4 * 8 * sizeof(int8_t) + add x11, x11, #8 // sum += 4 * sizeof(float16_t) + add x12, x12, #8 // scale += 4 * sizeof(float16_t) + b TILE_4 + +TILE_2: + cmp x6, #2 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_2: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr +LoopSz_TILE_2: + // src : 1 x [2 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [4] : v16-19 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_2 + +LoopSzEnd_TILE_2: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v13.2d, v16.2d, v17.2d + uzp1 v14.2d, v18.2d, v19.2d + uzp2 v15.2d, v16.2d, v17.2d + uzp2 v16.2d, v18.2d, v19.2d + Int32ToFloat v13, v14, v15, v16 + // using float scale dequant for precison + ld1 {v4.s}[0], [x23] // scales + ld1 {v0.8h}, [x19], #16 // alpha + fcvtl v5.4s, v4.4h + fcvtl v20.4s, v0.4h + fcvtl2 v21.4s, v0.8h + MulScale v13, v14, v15, v16, v5, 0, 1, v20, v21 + fcvtn v11.4h, v13.4s + fcvtn2 v11.8h, v14.4s + fcvtn v12.4h, v15.4s + fcvtn2 v12.8h, v16.4s +Tile2Dequant: + //ld1 {v0.8h}, [x19], #16 // alpha + ld1 {v1.8h}, [x20], #16 // zero + ld1 {v2.8h}, [x21], #16 // bias + ld1 {v3.s}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + Dequant v11, v1, v2, v3, 0 + Dequant v12, v1, v2, v3, 1 + st1 {v11.8h, v12.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_2 +Tile2End: + sub x6, x6, #2 // batch -= 2 + add x0, x0, #32 // dst += 2 * 8 * sizeof(float16_t) + add x1, x1, #16 // dst += 2 * 8 * sizeof(int8_t) + add x11, x11, #4 // sum += 2 * sizeof(float16_t) + add x12, x12, #4 // scale += 2 * sizeof(float16_t) + b TILE_2 + + +TILE_1: + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + ld1 {v29.8h}, [x20], #16 // zero + ld1 {v30.8h}, [x21], #16 // bias + ld1 {v8.h}[0], [x22] // sums + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + fmla v30.8h, v29.8h, v8.h[0] // bias + zero * sum + +LoopSz_TILE_1: + // src : 1 x [1 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [2] : v16-v19 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.8b}, [x24], x15 // src + .inst 0x4e84a410 // smmla v16.4s, v0.16b, v4.16b + .inst 0x4e84a431 // smmla v17.4s, v1.16b, v4.16b + .inst 0x4e84a452 // smmla v18.4s, v2.16b, v4.16b + .inst 0x4e84a473 // smmla v19.4s, v3.16b, v4.16b + + subs x26, x26, #1 + bne LoopSz_TILE_1 + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v22.4s, v16.4s, v17.4s + uzp1 v23.4s, v18.4s, v19.4s + scvtf v22.4s, v22.4s + scvtf v23.4s, v23.4s + // using float scale dequant for precison + ld1 {v4.h}[0], [x23] // scales + ld1 {v0.8h}, [x19], #16 // alpha + fcvtl v5.4s, v4.4h + fcvtl v20.4s, v0.4h + fcvtl2 v21.4s, v0.8h + + fmul v22.4s, v22.4s, v5.s[0] + fmul v23.4s, v23.4s, v5.s[0] + fmul v22.4s, v22.4s, v20.4s + fmul v23.4s, v23.4s, v21.4s + fcvtn v17.4h, v22.4s + fcvtn2 v17.8h, v23.4s +Tile1Dequant: + // sum + (zero * sumx) + bias + fadd v30.8h, v30.8h, v17.8h + st1 {v30.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + sub x6, x6, #1 // batch -= 1 + add x0, x0, #16 // dst += 1 * 8 * sizeof(float16_t) + add x1, x1, #8 // dst += 1 * 8 * sizeof(int8_t) + add x11, x11, #2 // sum += 1 * sizeof(float16_t) + add x12, x12, #2 // scale += 1 * sizeof(float16_t) + b TILE_1 +b End +TILE_EQ_1: + + mov x14, x4 // dst_step + lsr x15, x4, #1 // src_step = dst_step / 2 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + ld1 {v29.8h}, [x20], #16 // zero + ld1 {v30.8h}, [x21], #16 // bias + ld1 {v8.h}[0], [x22] // sums + // init + dup v14.4s, wzr + dup v15.4s, wzr + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + fmla v30.8h, v29.8h, v8.h[0] // bias + zero * sum + + +L2: +cmp x26, #2 +blt L1 +LoopSz_2: + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.16b, v5.16b, v6.16b, v7.16b}, [x25], #64 + ld1 {v8.16b}, [x24], #16 // src + sub x26, x26, #2 + + .inst 0x4e80a50e // smmla v14.4s, v8.16b, v0.16b // (N=0,OC=0) (N=0,OC=1) () () + .inst 0x4e81a50f // smmla v15.4s, v8.16b, v1.16b // (N=0,OC=2) (N=0,OC=3) () () + .inst 0x4e82a510 // smmla v16.4s, v8.16b, v2.16b // (N=0,OC=4) (N=0,OC=5) () () + .inst 0x4e83a511 // smmla v17.4s, v8.16b, v3.16b // (N=0,OC=6) (N=0,OC=7) () () + .inst 0x4e84a512 // smmla v18.4s, v8.16b, v4.16b + .inst 0x4e85a513 // smmla v19.4s, v8.16b, v5.16b + .inst 0x4e86a514 // smmla v20.4s, v8.16b, v6.16b + .inst 0x4e87a515 // smmla v21.4s, v8.16b, v7.16b + cmp x26, #2 + bge LoopSz_2 +L1: +cmp x26, #1 +blt LoopSzEnd +LoopSz_1: + // src : 1 x [1 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.8b}, [x24], x15 // src + .inst 0x4e80a48e // smmla v14.4s, v4.16b, v0.16b + .inst 0x4e81a48f // smmla v15.4s, v4.16b, v1.16b + .inst 0x4e82a490 // smmla v16.4s, v4.16b, v2.16b + .inst 0x4e83a491 // smmla v17.4s, v4.16b, v3.16b + + subs x26, x26, #1 + bne LoopSz_1 + +LoopSzEnd: + add x18, x18, x13 + sub x16, x16, #1 + + trn1 v26.2d, v14.2d, v15.2d + trn1 v27.2d, v16.2d, v17.2d + trn2 v28.2d, v18.2d, v19.2d + trn2 v29.2d, v20.2d, v21.2d + add v26.4s, v26.4s, v28.4s + add v27.4s, v27.4s, v29.4s + scvtf v26.4s, v26.4s + scvtf v27.4s, v27.4s + // using float scale dequant for precison + ld1 {v4.h}[0], [x23] // scales + ld1 {v0.8h}, [x19], #16 // alpha + fcvtl v5.4s, v4.4h + fcvtl v20.4s, v0.4h + fcvtl2 v21.4s, v0.8h + + fmul v26.4s, v26.4s, v5.s[0] + fmul v27.4s, v27.4s, v5.s[0] + fmul v26.4s, v26.4s, v20.4s + fmul v27.4s, v27.4s, v21.4s + fcvtn v17.4h, v26.4s + fcvtn2 v17.8h, v27.4s +Int8ToFP16: + // sum + (zero * sumx) + bias + fadd v30.8h, v30.8h, v17.8h + st1 {v30.8h}, [x17], x14 + cmp x16, #1 + bge LoopDz + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNQuantScaleFP16.S b/source/backend/arm82/asm/arm64/low_memory/MNNQuantScaleFP16.S new file mode 100644 index 000000000..b1e4d8ad0 --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNQuantScaleFP16.S @@ -0,0 +1,189 @@ +// +// MNNQuantScaleFP16.S +// MNN +// +// Created by MNN on 2023/11/01. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +.macro Round z0, z1, z2, z3 + fcvtas \z0\().8h, \z0\().8h + fcvtas \z1\().8h, \z1\().8h + fcvtas \z2\().8h, \z2\().8h + fcvtas \z3\().8h, \z3\().8h +.endm + +//void MNNQuantScaleFP16(float* absmax, float* quant_scale, float* dequant_scale, size_t thread, size_t batch) +asm_function MNNQuantScaleFP16 + +// x0:absmax, x1:quant_scale, x2:dequant_scale, x3:thread, x4:batch +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +mov w8, #1123942400 // 127.0 +dup v0.4s, w8 +fcvtn v31.4h, v0.4s +fcvtn2 v31.8h, v0.4s +lsl x9, x4, #1 // src_step = batch * sizeof(float16_t) + +TILE_12: +cmp x4, #12 +blt TILE_10 +sub x10, x9, #16 +mov x6, x0 // max_ptr +mov x7, x3 // thread + +// absmax: v0, v1 +ld1 {v0.8h}, [x6], #16 +ld1 {v1.d}[0], [x6], x10 +subs x7, x7, #1 +beq Tile12End + +LoopSz_12: +ld1 {v4.8h}, [x6], #16 +ld1 {v5.d}[0], [x6], x10 + +// absmax = fmax(absmax, absmax[i]) +fmax v0.8h, v0.8h, v4.8h +fmax v1.8h, v1.8h, v5.8h + +subs x7, x7, #1 +bne LoopSz_12 + +Tile12End: +sub x4, x4, #12 +add x0, x0, #24 +// quant_scale = 127 / absmax +// dequant_scale = absmax / 127 +fdiv v4.8h, v31.8h, v0.8h +fdiv v5.8h, v31.8h, v1.8h +fdiv v6.8h, v0.8h, v31.8h +fdiv v7.8h, v1.8h, v31.8h +st1 {v4.8h}, [x1], #16 +st1 {v5.d}[0], [x1], #8 +st1 {v6.8h}, [x2], #16 +st1 {v7.d}[0], [x2], #8 +b TILE_12 + +TILE_10: +cmp x4, #10 +blt TILE_8 +sub x10, x9, #16 +mov x6, x0 // max_ptr +mov x7, x3 // thread + +// absmax: v0, v1 +ld1 {v0.8h}, [x6], #16 +ld1 {v1.s}[0], [x6], x10 +subs x7, x7, #1 +beq Tile10End + +LoopSz_10: +ld1 {v4.8h}, [x6], #16 +ld1 {v5.s}[0], [x6], x10 + +// absmax = fmax(absmax, absmax[i]) +fmax v0.8h, v0.8h, v4.8h +fmax v1.8h, v1.8h, v5.8h + +subs x7, x7, #1 +bne LoopSz_10 + +Tile10End: +sub x4, x4, #10 +add x0, x0, #20 +// quant_scale = 127 / absmax +// dequant_scale = absmax / 127 +fdiv v4.8h, v31.8h, v0.8h +fdiv v5.8h, v31.8h, v1.8h +fdiv v6.8h, v0.8h, v31.8h +fdiv v7.8h, v1.8h, v31.8h +st1 {v4.8h}, [x1], #16 +st1 {v5.s}[0], [x1], #4 +st1 {v6.8h}, [x2], #16 +st1 {v7.s}[0], [x2], #4 +b TILE_10 + + +TILE_8: +cmp x4, #8 +blt TILE_1 +mov x6, x0 // max_ptr +mov x7, x3 // thread + +// absmax: v0 +ld1 {v0.8h}, [x6], x9 +subs x7, x7, #1 +beq Tile8End + +LoopSz_8: +ld1 {v2.8h}, [x6], x9 + +// absmax = fmax(absmax, absmax[i]) +fmax v0.8h, v0.8h, v2.8h + +subs x7, x7, #1 +bne LoopSz_8 + +Tile8End: +sub x4, x4, #8 +add x0, x0, #16 +// quant_scale = 127 / absmax +// dequant_scale = absmax / 127 +fdiv v2.8h, v31.8h, v0.8h +fdiv v3.8h, v0.8h, v31.8h +st1 {v2.8h}, [x1], #16 +st1 {v3.8h}, [x2], #16 +b TILE_8 + + +TILE_1: +cmp x4, #1 +blt End +mov x6, x0 // absmax +mov x7, x3 // thread + +// absmax: v0 +ld1 {v0.h}[0], [x6], x9 +subs x7, x7, #1 +beq Tile1End + +LoopSz_1: +ld1 {v2.h}[0], [x6], x9 + +// absmax = fmax(absmax, absmax[i]) +fmax h0, h0, h2 + +subs x7, x7, #1 +bne LoopSz_1 + +Tile1End: +sub x4, x4, #1 +add x0, x0, #2 +// quant_scale = 127 / absmax +// dequant_scale = absmax / 127 +fdiv h2, h31, h0 +fdiv h3, h0, h31 +st1 {v2.h}[0], [x1], #2 +st1 {v3.h}[0], [x2], #2 +b TILE_1 + + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif + diff --git a/source/backend/arm82/asm/arm64/low_memory/MNNQuantSumFP16.S b/source/backend/arm82/asm/arm64/low_memory/MNNQuantSumFP16.S new file mode 100644 index 000000000..d2e5fb024 --- /dev/null +++ b/source/backend/arm82/asm/arm64/low_memory/MNNQuantSumFP16.S @@ -0,0 +1,106 @@ +// +// MNNQuantSumFP16.S +// MNN +// +// Created by MNN on 2023/11/30. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +//void MNNQuantSumFP16(float* sum, const float* dequant_scale, size_t thread, size_t batch) +asm_function MNNQuantSumFP16 + +// x0: sum, x1:dequant_scale, x2:thread, x3:batch +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +lsl x9, x3, #2 // src_step = batch * sizeof(int32_t) +mov x10, #0 + + +TILE_4: +cmp x3, #4 +blt TILE_1 +add x6, x0, x10 // sum_ptr +mov x7, x2 // thread + +// sum: v0 +ld1 {v0.4s}, [x6], x9 +subs x7, x7, #1 +beq Tile4End + +LoopSz_4: +ld1 {v1.4s}, [x6], x9 + +// sum += sum[i] +add v0.4s, v0.4s, v1.4s + +subs x7, x7, #1 +bne LoopSz_4 + +Tile4End: +sub x3, x3, #4 +// load dequant_scale +ld1 {v1.4h}, [x1], #8 +fcvtl v2.4s, v1.4h +// sum_half = (half)((float)sum_int * dequant_scale) +scvtf v3.4s, v0.4s +fmul v4.4s, v3.4s, v2.4s +fcvtn v5.4h, v4.4s +st1 {v5.d}[0], [x0], #8 +add x10, x10, #8 +b TILE_4 + +// x0: sum, x1:dequant_scale, x2:thread, x3:batch +TILE_1: +cmp x3, #1 +blt End +add x6, x0, x10 // sum_ptr +mov x7, x2 // thread + +// sum: v0 +ld1 {v0.s}[0], [x6], x9 +subs x7, x7, #1 +beq Tile1End + +LoopSz_1: +ld1 {v1.s}[0], [x6], x9 + +// sum += sum[i] +// add s0, s0, s1 +add v0.4s, v0.4s, v1.4s + +subs x7, x7, #1 +bne LoopSz_1 + +Tile1End: +sub x3, x3, #1 +// load dequant_scale +ld1 {v1.h}[0], [x1], #2 +fcvtl v2.4s, v1.4h +// sum_half = (half)((float)sum_int * dequant_scale) +scvtf s3, s0 +fmul s4, s3, s2 +fcvtn v5.4h, v4.4s +st1 {v5.h}[0], [x0], #2 +add x10, x10, #2 +b TILE_1 + + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif + diff --git a/source/backend/coreml/execution/CoreMLConvolution.cpp b/source/backend/coreml/execution/CoreMLConvolution.cpp index 560dba414..2d335af36 100644 --- a/source/backend/coreml/execution/CoreMLConvolution.cpp +++ b/source/backend/coreml/execution/CoreMLConvolution.cpp @@ -65,11 +65,41 @@ void CoreMLConvolution::addPadLayer(const Tensor * input, const Convolution2DCom if (top == 0 && left == 0 && bottom == 0 && right == 0) { return; } - + if (isDeconv && outputWidth == inputWidth * common->strideX() && outputHeight == inputHeight * common->strideY()) { + isSamePadding = true; + return; + } + if (!isDeconv && outputWidth == UP_DIV(inputWidth, common->strideX()) && outputHeight == UP_DIV(outputHeight, common->strideY())) { + isSamePadding = true; + return; + } + if (isDeconv) { + int ky = common->kernelY(); + int kx = common->kernelX(); + int sy = common->strideY(); + int sx = common->strideX(); + int pad_out_height = (outputHeight - ky) / sy + 1; + int pad_out_width = (outputWidth - kx) / sx + 1; + top = (pad_out_height - inputHeight) / 2; + bottom = (pad_out_height - inputHeight) - top; + left = (pad_out_width - inputWidth) / 2; + right = (pad_out_width - inputWidth) - left; + + if (top < 0 || bottom < 0 || left < 0 || right < 0) { + isSamePadding = true; + pad_out_width = outputWidth / sx; + pad_out_height = outputHeight / sy; + bottom = 0; + top = pad_out_height - inputHeight; + right = 0; + left = pad_out_width - inputWidth; + } + } + std::string layerName = "ConvPadding-" + mConvInputName; auto paddingLayer = mCoreMLBackend->create(); core_ml__specification__neural_network_layer__init(paddingLayer); paddingLayer->layer_case = CORE_ML__SPECIFICATION__NEURAL_NETWORK_LAYER__LAYER_PADDING; - mCoreMLBackend->setLayerName(paddingLayer, "ConvPadding"); + mCoreMLBackend->setLayerName(paddingLayer, layerName.c_str()); paddingLayer->padding = mCoreMLBackend->create(); core_ml__specification__padding_layer_params__init(paddingLayer->padding); paddingLayer->padding->padding_type_case = CORE_ML__SPECIFICATION__PADDING_LAYER_PARAMS__PADDING_TYPE_CONSTANT; @@ -97,6 +127,10 @@ void CoreMLConvolution::addPadLayer(const Tensor * input, const Convolution2DCom ErrorCode CoreMLConvolution::onResize(const std::vector &inputs, const std::vector &outputs) { mConvInputName = mCoreMLBackend->getTensorName(inputs[0]); mConvOutputName = mCoreMLBackend->getTensorName(outputs[0]); + inputWidth = inputs[0]->width(); + inputHeight = inputs[0]->height(); + outputWidth = outputs[0]->width(); + outputHeight = outputs[0]->height(); loadWeightBias(inputs); auto conv2D = mOp->main_as_Convolution2D(); auto common = conv2D->common(); @@ -135,10 +169,17 @@ ErrorCode CoreMLConvolution::onResize(const std::vector &inputs, const break; case PadMode_CAFFE: addPadLayer(inputs[0], common); - mLayer_->convolution->convolution_padding_type_case = CORE_ML__SPECIFICATION__CONVOLUTION_LAYER_PARAMS__CONVOLUTION_PADDING_TYPE_VALID; - mLayer_->convolution->valid = mCoreMLBackend->create(); - core_ml__specification__valid_padding__init(mLayer_->convolution->valid); - break; + if (isSamePadding){ + mLayer_->convolution->convolution_padding_type_case = CORE_ML__SPECIFICATION__CONVOLUTION_LAYER_PARAMS__CONVOLUTION_PADDING_TYPE_SAME; + mLayer_->convolution->same = mCoreMLBackend->create(); + core_ml__specification__same_padding__init(mLayer_->convolution->same); + break; + } else { + mLayer_->convolution->convolution_padding_type_case = CORE_ML__SPECIFICATION__CONVOLUTION_LAYER_PARAMS__CONVOLUTION_PADDING_TYPE_VALID; + mLayer_->convolution->valid = mCoreMLBackend->create(); + core_ml__specification__valid_padding__init(mLayer_->convolution->valid); + break; + } default: break; } diff --git a/source/backend/coreml/execution/CoreMLConvolution.hpp b/source/backend/coreml/execution/CoreMLConvolution.hpp index 26e551708..180e3f98d 100644 --- a/source/backend/coreml/execution/CoreMLConvolution.hpp +++ b/source/backend/coreml/execution/CoreMLConvolution.hpp @@ -28,6 +28,8 @@ class CoreMLConvolution : public CoreMLCommonExecution { const float *weightPtr, *biasPtr; int weightSize, biasSize; bool isDeconv = false; + bool isSamePadding = false; + int outputHeight, outputWidth, inputHeight, inputWidth; }; } // namespace MNN diff --git a/source/backend/cpu/CMakeLists.txt b/source/backend/cpu/CMakeLists.txt index 8d5a60847..5c91ad5b6 100644 --- a/source/backend/cpu/CMakeLists.txt +++ b/source/backend/cpu/CMakeLists.txt @@ -2,7 +2,11 @@ option(MNN_SUPPORT_BF16 "Enable MNN's bf16 op" OFF) option(MNN_LOW_MEMORY "Build MNN support low memory for weight quant model." OFF) +if(MNN_SUPPORT_RENDER) +FILE(GLOB MNN_CPU_SRC ${CMAKE_CURRENT_LIST_DIR}/* ${CMAKE_CURRENT_LIST_DIR}/compute/* ${CMAKE_CURRENT_LIST_DIR}/render/*) +else() FILE(GLOB MNN_CPU_SRC ${CMAKE_CURRENT_LIST_DIR}/* ${CMAKE_CURRENT_LIST_DIR}/compute/*) +endif() add_library(MNNCPU OBJECT ${MNN_CPU_SRC}) if (MNN_SUPPORT_BF16) include(${CMAKE_CURRENT_LIST_DIR}/bf16/CMakeLists.txt) diff --git a/source/backend/cpu/CPUBackend.cpp b/source/backend/cpu/CPUBackend.cpp index 6387335c7..8b07acfce 100644 --- a/source/backend/cpu/CPUBackend.cpp +++ b/source/backend/cpu/CPUBackend.cpp @@ -337,6 +337,26 @@ static OpType _getRealOpType(OpType opType) { return opType; } } +void* CPUBackend::onMapTensor(Tensor::MapType mtype, Tensor::DimensionType dtype, const Tensor* srcTensor) { + if (getBytes(this, srcTensor) != srcTensor->getType().bytes()) { + return nullptr; + } + if (OpCommonUtils:: convertDimType(TensorUtils::getDescribe(srcTensor)->dimensionFormat) != dtype) { + return nullptr; + } + return srcTensor->host(); +} + +bool CPUBackend::onUnmapTensor(Tensor::MapType mtype, Tensor::DimensionType dtype, const Tensor* dstTensor, void* mapPtr) { + if (getBytes(this, dstTensor) != dstTensor->getType().bytes()) { + return false; + } + if (OpCommonUtils:: convertDimType(TensorUtils::getDescribe(dstTensor)->dimensionFormat) != dtype) { + return false; + } + return true; +} + size_t CPUBackend::getTensorSize(const Tensor* tensor, bool multiBytes) const { auto core = mCoreFunctions; size_t dataSize = 1; @@ -448,19 +468,7 @@ void CPUBackend::onCopyBuffer(const Tensor* srcTensor, const Tensor* dstTensor) } std::unique_ptr wrapTensor; if (getDataType(srcTensor) != getDataType(dstTensor)) { - auto dimType = Tensor::CAFFE; - switch (TensorUtils::getDescribe(srcTensor)->dimensionFormat) { - case MNN_DATA_FORMAT_NCHW: - break; - case MNN_DATA_FORMAT_NC4HW4: - dimType = Tensor::CAFFE_C4; - break; - case MNN_DATA_FORMAT_NHWC: - dimType = Tensor::TENSORFLOW; - break; - default: - break; - } + auto dimType = OpCommonUtils::convertDimType(TensorUtils::getDescribe(srcTensor)->dimensionFormat); auto convertType = CPUCastCreator::FlOAT_TO_INT8; if (getDataType(srcTensor) == DataType_DT_INT8) { convertType = CPUCastCreator::INT8_TO_FlOAT; diff --git a/source/backend/cpu/CPUBackend.hpp b/source/backend/cpu/CPUBackend.hpp index f5746c4d1..b1894219e 100644 --- a/source/backend/cpu/CPUBackend.hpp +++ b/source/backend/cpu/CPUBackend.hpp @@ -33,7 +33,6 @@ class CPURuntime : public Runtime { void onConcurrencyEnd() const; virtual bool onCheckInfo(Backend::Info& info) const override; - private: std::shared_ptr mStaticAllocator; int mThreadNumber; @@ -89,6 +88,9 @@ class CPUBackend : public Backend { virtual void onExecuteBegin() const override; virtual void onExecuteEnd() const override; + virtual void* onMapTensor(Tensor::MapType mtype, Tensor::DimensionType dtype, const Tensor* srcTensor) override; + + virtual bool onUnmapTensor(Tensor::MapType mtype, Tensor::DimensionType dtype, const Tensor* dstTensor, void* mapPtr) override; virtual void onResizeBegin() override; virtual ErrorCode onResizeEnd() override; @@ -181,6 +183,12 @@ class CastWrapExecution : public Execution { } #endif +#define REGISTER_CPU_OP_CREATOR_RENDER(name, opType) \ + void ___##name##__##opType##__() { \ + static name _temp;\ + CPUBackend::addCreator(opType, &_temp); \ + } + } // namespace MNN #endif /* CPUBackend_hpp */ diff --git a/source/backend/cpu/CPUBinaryInt8.cpp b/source/backend/cpu/CPUBinaryInt8.cpp index cdb4c563e..df0070ae0 100644 --- a/source/backend/cpu/CPUBinaryInt8.cpp +++ b/source/backend/cpu/CPUBinaryInt8.cpp @@ -85,6 +85,7 @@ ErrorCode CPUBinaryInt8::onExecute(const std::vector& inputs, const std params.inputZeroPoint = mInputZeros.data(); params.minValue = (ssize_t)TensorUtils::getDescribe(outputs[0])->quantAttr->min; params.maxValue = (ssize_t)TensorUtils::getDescribe(outputs[0])->quantAttr->max; + int start = schedule.first * (int)tId; int realSize = schedule.first; if (tId == schedule.second -1 ) { diff --git a/source/backend/cpu/CPUCast.cpp b/source/backend/cpu/CPUCast.cpp index f4bd13748..7c52c60c8 100644 --- a/source/backend/cpu/CPUCast.cpp +++ b/source/backend/cpu/CPUCast.cpp @@ -189,7 +189,7 @@ Execution *CPUCastCreator::onCreate(const std::vector &inputs, const s if (dstT == MNN::DataType_DT_FLOAT && halide_type_of() == inputDataType) { return new CastDataType(backend); } - if (dstT == MNN::DataType_DT_FLOAT && halide_type_t(halide_type_float, 16) == inputDataType) { + if (dstT == MNN::DataType_DT_FLOAT && halide_type_t(halide_type_bfloat, 16) == inputDataType) { return new BF16ToFP32(backend); } if (dstT == MNN::DataType_DT_INT8 && halide_type_of() == inputDataType) { @@ -201,6 +201,9 @@ Execution *CPUCastCreator::onCreate(const std::vector &inputs, const s if (dstT == MNN::DataType_DT_UINT8 && halide_type_of() == inputDataType) { return new CastDataType(backend); } + if (dstT == MNN::DataType_DT_UINT8 && halide_type_of() == inputDataType) { + return new CastDataType(backend); + } if (dstT == MNN::DataType_DT_INT32 && halide_type_of() == inputDataType) { return new CastDataType(backend); } diff --git a/source/backend/cpu/CPUDeconvolution.cpp b/source/backend/cpu/CPUDeconvolution.cpp index 8ea929e8a..efae94e4b 100644 --- a/source/backend/cpu/CPUDeconvolution.cpp +++ b/source/backend/cpu/CPUDeconvolution.cpp @@ -39,12 +39,16 @@ ErrorCode CPUDeconvolutionBasic::onResize(const std::vector& inputs, co return NO_ERROR; } -CPUDeconvolutionCommon::CPUDeconvolutionCommon(const Tensor* input, const Op* convOp, Backend* b) +CPUDeconvolutionCommon::CPUDeconvolutionCommon(const Tensor* input, const Op* convOp, Backend* b, bool dynamicWeight) : CPUDeconvolutionBasic(input, convOp, b) { auto conv2D = convOp->main_as_Convolution2D(); int outputCount = mCommon->outputCount(); auto core = static_cast(b)->functions(); + mDynamicWeight = dynamicWeight; mBias.reset(Tensor::createDevice(std::vector{UP_DIV(outputCount, core->pack) * core->pack})); + if (dynamicWeight) { + return; + } bool success = b->onAcquireBuffer(mBias.get(), Backend::STATIC); if (!success) { mValid = false; @@ -78,7 +82,7 @@ CPUDeconvolutionCommon::CPUDeconvolutionCommon(const Tensor* input, const Op* co } CPUDeconvolutionCommon::~CPUDeconvolutionCommon() { - backend()->onReleaseBuffer(mBias.get(), Backend::STATIC); + // Do nothing } // Float Weight. @@ -137,28 +141,45 @@ static void _reorderWeightInt8(Backend* bn, const Convolution2DCommon* common, c } } } -CPUDeconvolution::CPUDeconvolution(const Tensor* input, const Op* convOp, Backend* backend) - : MNN::CPUDeconvolutionCommon(input, convOp, backend) { +CPUDeconvolution::CPUDeconvolution(const Tensor* input, const Op* convOp, Backend* backend, bool dynamicWeight) + : MNN::CPUDeconvolutionCommon(input, convOp, backend, dynamicWeight) { auto core = static_cast(backend)->functions(); auto coreInt8 = static_cast(backend)->int8Functions(); int eP, lP, hP; core->MNNGetMatMulPackMode(&eP, &lP, &hP); int UNIT, SRC_UNIT, DST_XUNIT; coreInt8->MNNGetGemmUnit(&UNIT, &SRC_UNIT, &DST_XUNIT); - + bool ModeInt8 = false; + if (CPUBackend::getDataType(input) == DataType_DT_INT8 || input->getType().bytes() == 1) { eP = DST_XUNIT; lP = SRC_UNIT; hP = UNIT; + ModeInt8 = true; } auto conv2d = convOp->main_as_Convolution2D(); auto layer = conv2d->common(); int outputCount = layer->outputCount(); const auto outputChannleUp4 = UP_DIV(outputCount, hP) * hP; + int fw = layer->kernelX(); + int fh = layer->kernelY(); + int srcCount = mSrcCount; + mParam.fh = fh; + mParam.fw = fw; + mParam.srcCount = srcCount; + mParam.outputCount = outputCount; + auto outputAlign = UP_DIV(layer->outputCount(), core->pack) * core->pack * fw * fh; + mWeight.reset(Tensor::createDevice(std::vector{UP_DIV(outputAlign, hP), UP_DIV(srcCount, lP) * lP, hP})); + std::shared_ptr cache(Tensor::createDevice({outputAlign * srcCount})); + if (dynamicWeight) { + mOrigin.reset(new CPUDeconvolutionOrigin(input, mWeight.get(), convOp, backend, ModeInt8)); + mWeightTransformCache = cache; + return; + } + const float* tempWeight = nullptr; const int8_t* quanWeightInt8 = nullptr; - bool ModeInt8 = false; int tempWeightSize = 0; std::unique_ptr externalWeightTensor; std::shared_ptr quanCommon; @@ -180,22 +201,15 @@ CPUDeconvolution::CPUDeconvolution(const Tensor* input, const Op* convOp, Backen OpCommonUtils::loadExternalData(backend, externalWeightTensor->host(), conv2d->external()->Get(0), bytes); tempWeight = externalWeightTensor->host(); } else { - if (CPUBackend::getDataType(input) == DataType_DT_INT8 || input->getType().bytes() == 1) { + if (ModeInt8) { ConvolutionCommon::getConvInt8Parameters(conv2d, quanCommon, backend, quanWeightInt8, tempWeightSize, scalePtr, biasPtr); - ModeInt8 = true; } else { ConvolutionCommon::getConvParameters(&quanCommon, backend, conv2d, &tempWeight, &tempWeightSize); } } - - int fw = layer->kernelX(); - int fh = layer->kernelY(); - int srcCount = mSrcCount; - - auto outputAlign = UP_DIV(layer->outputCount(), core->pack) * core->pack * fw * fh; - std::shared_ptr cache(Tensor::createDevice({outputAlign * srcCount})); - bool success = backend->onAcquireBuffer(cache.get(), Backend::STATIC); + bool success = backend->onAcquireBuffer(mWeight.get(), Backend::STATIC) && + backend->onAcquireBuffer(cache.get(), Backend::STATIC); if (!success) { mValid = false; return; @@ -233,7 +247,45 @@ CPUDeconvolution::CPUDeconvolution(const Tensor* input, const Op* convOp, Backen } CPUDeconvolution::~CPUDeconvolution() { - backend()->onReleaseBuffer(mWeight.get(), Backend::STATIC); + // Do nothing +} +ErrorCode CPUDeconvolution::onExecute(const std::vector &inputs, const std::vector &outputs) { + if (mDynamicWeight) { + auto core = static_cast(backend())->functions(); + _transformWeight(inputs[1]->host(), mWeight->host(), mParam.outputCount, mParam.srcCount, mParam.fh, mParam.fw, mWeightTransformCache->host(), core); + ::memset(mBias->host(), 0, mBias->length(0) * core->bytes); + if (inputs.size() >= 3) { + ::memcpy(mBias->host(), inputs[2]->host(), TensorUtils::getRawSize(inputs[2]) * core->bytes); + } + } + return mOrigin->onExecute(mTempInputs, outputs); +} +ErrorCode CPUDeconvolution::onResize(const std::vector &inputs, const std::vector &outputs) { + if (mDynamicWeight) { + bool res = backend()->onAcquireBuffer(mWeight.get(), Backend::DYNAMIC); + if (!res) { + return OUT_OF_MEMORY; + } + res = backend()->onAcquireBuffer(mWeightTransformCache.get(), Backend::DYNAMIC); + if (!res) { + return OUT_OF_MEMORY; + } + res = backend()->onAcquireBuffer(mBias.get(), Backend::DYNAMIC); + if (!res) { + return OUT_OF_MEMORY; + } + } + mTempInputs = {inputs[0], mWeight.get(), mBias.get()}; + auto code = mOrigin->onResize(mTempInputs, outputs); + if (NO_ERROR != code) { + return code; + } + if (mDynamicWeight) { + backend()->onReleaseBuffer(mWeight.get(), Backend::DYNAMIC); + backend()->onReleaseBuffer(mWeightTransformCache.get(), Backend::DYNAMIC); + backend()->onReleaseBuffer(mBias.get(), Backend::DYNAMIC); + } + return NO_ERROR; } @@ -274,8 +326,7 @@ ErrorCode CPUDeconvolutionOrigin::onResize(const std::vector& inputs, c auto allocator = static_cast(backend())->getBufferAllocator(); //int zeroPoint = 0; - auto biasPtr = inputs[2]->host(); - auto inputPtr = input->host(); + auto biasTensor = inputs[2]; // prepare for float2int8 if necessary. auto outputQuant = TensorUtils::getQuantInfo(outputs[0]); @@ -323,9 +374,11 @@ ErrorCode CPUDeconvolutionOrigin::onResize(const std::vector& inputs, c } mPostFunctions.emplace_back(std::make_pair([ocC4, width, height, kh, kw, padY, padX, dilateY, dilateX, strideY, - strideX, threadNumber, src_width, src_height, plane, biasPtr, this, core, gcore, batch, outi8, scales, + strideX, threadNumber, src_width, src_height, plane, input, biasTensor, this, core, gcore, batch, outi8, scales, minValue, maxValue, zeroPoint, outputFp32Ptr](uint8_t* outputPtr, int tId) { auto colBufferPtr = mTempOutput->host(); + auto biasPtr = biasTensor->host(); + auto inputPtr = input->host(); auto unitBytes = core->pack * core->bytes; auto tempOutPtr = outputPtr; auto float2Int8_step = src_height * src_width * batch; @@ -409,7 +462,7 @@ class CPUDeconvolutionCreator : public CPUBackend::Creator { const MNN::Op* op, Backend* backend) const { auto convOp = op->main_as_Convolution2D(); auto common = convOp->common(); - if (backend->type() == MNN_FORWARD_CPU) { + if (backend->type() == MNN_FORWARD_CPU && inputs.size() == 1) { if (common->strideY() > 1 || common->strideX() > 1) { if (common->dilateX() == 1 && common->dilateY() == 1) { if (common->kernelX() / common->strideX() > 2 || common->kernelY() / common->strideY() > 2) { @@ -418,7 +471,7 @@ class CPUDeconvolutionCreator : public CPUBackend::Creator { } } } - return new CPUDeconvolution(inputs[0], op, backend); + return new CPUDeconvolution(inputs[0], op, backend, inputs.size() > 1); } }; diff --git a/source/backend/cpu/CPUDeconvolution.hpp b/source/backend/cpu/CPUDeconvolution.hpp index 2c581f916..468748b91 100644 --- a/source/backend/cpu/CPUDeconvolution.hpp +++ b/source/backend/cpu/CPUDeconvolution.hpp @@ -28,11 +28,12 @@ class CPUDeconvolutionBasic : public CPUConvolution { class CPUDeconvolutionCommon : public CPUDeconvolutionBasic { public: - CPUDeconvolutionCommon(const Tensor *input, const Op *convOp, Backend *b); + CPUDeconvolutionCommon(const Tensor *input, const Op *convOp, Backend *b, bool dynamicWeight); virtual ~CPUDeconvolutionCommon(); protected: std::shared_ptr mBias; + bool mDynamicWeight; }; class CPUDeconvolutionOrigin : public CPUDeconvolutionBasic { @@ -97,19 +98,21 @@ class CPUDeconvolutionOrigin : public CPUDeconvolutionBasic { class CPUDeconvolution : public CPUDeconvolutionCommon { public: - CPUDeconvolution(const Tensor *input, const Op *convOp, Backend *b); + CPUDeconvolution(const Tensor *input, const Op *convOp, Backend *b, bool dynamicWeight); virtual ~CPUDeconvolution(); - virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override { - mOrigin->onExecute(mTempInputs, outputs); - return NO_ERROR; - } - virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override { - mTempInputs = {inputs[0], mWeight.get(), mBias.get()}; - return mOrigin->onResize(mTempInputs, outputs); - } + virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override; + virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override; + struct Param { + int outputCount; + int srcCount; + int fh; + int fw; + }; private: + Param mParam; std::shared_ptr mWeight; + std::shared_ptr mWeightTransformCache; std::vector mTempInputs; std::shared_ptr mOrigin; }; diff --git a/source/backend/cpu/CPUDeconvolutionDepthwise.cpp b/source/backend/cpu/CPUDeconvolutionDepthwise.cpp index b25112433..768abbad0 100644 --- a/source/backend/cpu/CPUDeconvolutionDepthwise.cpp +++ b/source/backend/cpu/CPUDeconvolutionDepthwise.cpp @@ -16,7 +16,7 @@ namespace MNN { CPUDeconvolutionDepthwise::CPUDeconvolutionDepthwise(const Tensor* input, const Op* convOp, Backend* b) - : MNN::CPUDeconvolutionCommon(input, convOp, b) { + : MNN::CPUDeconvolutionCommon(input, convOp, b, false) { auto conv = convOp->main_as_Convolution2D(); auto layer = convOp->main_as_Convolution2D()->common(); int kw = layer->kernelX(); diff --git a/source/backend/cpu/CPUDequantizeLinear.cpp b/source/backend/cpu/CPUDequantizeLinear.cpp new file mode 100644 index 000000000..c167eadc4 --- /dev/null +++ b/source/backend/cpu/CPUDequantizeLinear.cpp @@ -0,0 +1,87 @@ +// +// CPUDequantizeLinear.cpp +// MNN +// +// Created by MNN on 2018/07/15. +// Copyright © 2018, Alibaba Group Holding Limited +// +#include "backend/cpu/CPUBackend.hpp" +#include "core/Concurrency.h" +#include "backend/cpu/CPUDequantizeLinear.hpp" +#include "core/TensorUtils.hpp" +#include "compute/CommonOptFunction.h" + +namespace MNN { + +CPUDequantizeLinear::CPUDequantizeLinear(Backend *b, float* scale, int8_t* zeroPoints, int size, int axis, int inputBits) : MNN::Execution(b){ + mSize = size; + mAxis = axis; + mInputBits = inputBits; +} +ErrorCode CPUDequantizeLinear::onResize(const std::vector &inputs, const std::vector &outputs) { + if (mInputBits == 8) { + mFunc = dequantizeFunc; + } else if (mInputBits == 16) { + mFunc = dequantizeFunc; + } else { + mFunc = dequantizeFunc; + } + float *scale = inputs[1]->host(); + int8_t *zero = nullptr; + if (inputs.size() > 2) { + zero = inputs[2]->host();; + } + if (mSize == 1) { + mQuantScales.resize(4, *scale); + if (nullptr != zero) { + mQuantZeroPoints.resize(4, *zero); + } else { + mQuantZeroPoints.resize(4, 0); + } + } else { + mQuantScales.resize(mSize); + ::memcpy(mQuantScales.data(), scale, sizeof(float) * mSize); + if (nullptr != zero) { + mQuantZeroPoints.resize(mSize); + ::memcpy(mQuantZeroPoints.data(), zero, mSize); + } else { + mQuantZeroPoints.resize(mSize); + } + } + return NO_ERROR; +} +ErrorCode CPUDequantizeLinear::onExecute(const std::vector &inputs, const std::vector &outputs) { + auto input = inputs[0]; + int N = input->length(0); + ssize_t size = N; + auto core = static_cast(backend())->int8Functions(); + int UNIT, SRC_UNIT, DST_XUNIT; + core->MNNGetGemmUnit(&UNIT, &SRC_UNIT, &DST_XUNIT); + auto dst = outputs[0]->host(); + auto src = input->host(); + mFunc(dst, src, input->dimensions(), input->size(), mSize, UNIT, mQuantScales.data(), mQuantZeroPoints.data(), core); + return NO_ERROR; +} + +class CPUDequantizeLinearCreator : public CPUBackend::Creator { +public: + virtual Execution *onCreate(const std::vector &inputs, const std::vector &outputs, + const MNN::Op *op, Backend *backend) const override { + auto dataType = inputs[0]->getType(); + if (dataType.bits != 8 && dataType.bits != 16 && dataType.bits != 32) { + MNN_ERROR("Input of Dequantize must be int8/uint8/fp16/int32\n"); + return nullptr; + } + int inputBits = dataType.bits; + int size = op->main_as_DequantizeLinear()->scaleSize(); + int axis = op->main_as_DequantizeLinear()->scaleAxis(); + if (inputs.size() > 2) { + return new CPUDequantizeLinear(backend, inputs[1]->host(), inputs[2]->host(), size, axis, inputBits); + } + return new CPUDequantizeLinear(backend, inputs[1]->host(), nullptr, size, axis, inputBits); + } +}; + +REGISTER_CPU_OP_CREATOR(CPUDequantizeLinearCreator, OpType_DequantizeLinear); + +} // namespace MNN diff --git a/source/backend/cpu/CPUDequantizeLinear.hpp b/source/backend/cpu/CPUDequantizeLinear.hpp new file mode 100644 index 000000000..ae0fcdb2c --- /dev/null +++ b/source/backend/cpu/CPUDequantizeLinear.hpp @@ -0,0 +1,81 @@ +// +// CPUDequantizeLinear.hpp +// MNN +// +// Created by MNN on 2018/07/15. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifndef CPUDequantizeLinear_hpp +#define CPUDequantizeLinear_hpp + +#include "core/AutoStorage.h" +#include "core/Execution.hpp" +#include "compute/Int8FunctionsOpt.h" + +namespace MNN { +typedef void(*dequantFunc)(float* dst, const int8_t* source, int inputDim, int inputSize, int size, int UNIT, float* scales, int8_t* zeros, const CoreInt8Functions* core); +class CPUDequantizeLinear : public Execution { +public: + CPUDequantizeLinear(Backend *b, float* scales, int8_t* zeroPoints, int size = 1, int axis = 0, int inputBits = 8); + virtual ~CPUDequantizeLinear() = default; + virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override; + virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override; +private: + std::vector mQuantScales; + std::vector mQuantZeroPoints; + int mSize = 1; + int mAxis = 0; + int mInputBits = 8; + dequantFunc mFunc; +}; + +template +void dequantizeFunc(float* dst, const int8_t* source, int inputDim, int inputSize, int size, int UNIT, float* scales, int8_t* zeros, const CoreInt8Functions* core) { +#ifdef MNN_USE_SSE + auto src = (uint8_t*)source; + int offset = 128; +#else + auto src = (int8_t*)source; + int offset = 0; +#endif +// auto src = (T*)source; + if (inputDim == 1) { + for (int i = 0; i < size; ++i) { + dst[i] = static_cast(src[i] - zeros[i] - offset) * scales[i]; + } + return; + } + int chw = 1; + if (inputDim > 1) { + chw = inputSize / (size * sizeof(T)); + } + + if (size == 1) { + if (sizeof(T) == 1) { + core->MNNInt8ScaleToFloat(dst, (int8_t*)src, scales, chw / UNIT, zeros[0]); + int sizeDiv = (int)chw / UNIT; + for (int k = sizeDiv * UNIT; k < chw; ++k) { + dst[k] = static_cast(src[k] - zeros[0] - offset) * scales[0]; + } + } else { + for (int k = 0; k < chw; ++k) { + dst[k] = static_cast(src[k] - zeros[0] - offset) * scales[0]; + } + } + + } else { + for (int i = 0; i < size; ++i) { + std::vector tmp(4, scales[i]); + //core->MNNInt8ScaleToFloat(dst, src, tmp.data(), sizeDiv, mQuantZeroPoints[i]); + for (int k = 0; k < chw; ++k) { + dst[k] = static_cast(src[k] - zeros[i] - offset) * scales[i]; + } + src += chw; + dst += chw; + } + } +} +} // namespace MNN + +#endif /* CPUDequantizeLinear_hpp */ diff --git a/source/backend/cpu/CPUGridSample.cpp b/source/backend/cpu/CPUGridSample.cpp index 5696093bd..fa42eb383 100644 --- a/source/backend/cpu/CPUGridSample.cpp +++ b/source/backend/cpu/CPUGridSample.cpp @@ -128,6 +128,80 @@ ErrorCode CPUGridSample::onExecute(const std::vector &inputs, const st return NO_ERROR; } +class CPUGridSampleGrad : public CPUGridSample { +public: + CPUGridSampleGrad(Backend *b, SampleMode mode, BorderMode paddingMode, bool alignCorners) : CPUGridSample(b, mode, paddingMode, alignCorners) { + // Do nothing + } + + virtual ~CPUGridSampleGrad() = default; + virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override { + int numberThread = static_cast(backend())->threadNumber(); + auto core = static_cast(backend())->functions(); + auto outputTensor = inputs[0]; + int outD, outH, outW; + if (outputTensor->dimensions() == 4) { + outH = outputTensor->buffer().dim[2].extent; + outW = outputTensor->buffer().dim[3].extent; + mTempCordBuffer.reset(Tensor::createDevice({1, outH * outW * 2 * core->bytes})); + } else { + outD = outputTensor->buffer().dim[2].extent; + outH = outputTensor->buffer().dim[3].extent; + outW = outputTensor->buffer().dim[4].extent; + mTempCordBuffer.reset(Tensor::createDevice({1, outD * outH * outW * 3 * core->bytes})); + } + auto res = backend()->onAcquireBuffer(mTempCordBuffer.get(), Backend::DYNAMIC); + if (!res) { + return OUT_OF_MEMORY; + } + backend()->onReleaseBuffer(mTempCordBuffer.get(), Backend::DYNAMIC); + return NO_ERROR; + } + virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override { + auto inputTensor = outputs[0]; + ::memset(inputTensor->host(), 0, static_cast(backend())->getTensorSize(inputTensor, false) * static_cast(backend())->functions()->bytes); + auto gridTensor = inputs[1]; + auto outputTensor = inputs[0]; + auto inputPtr = inputTensor->host(); + auto gridPtr = gridTensor->host(); + auto outputPtr = outputTensor->host(); + auto core = static_cast(backend())->functions(); + auto batches = inputTensor->buffer().dim[0].extent; + auto channels = inputTensor->buffer().dim[1].extent; + auto channelC4 = UP_DIV(channels, core->pack); + if (outputTensor->dimensions() != 4) { + return NOT_SUPPORT; + } + auto inH = inputTensor->buffer().dim[2].extent; + auto inW = inputTensor->buffer().dim[3].extent; + auto outH = outputTensor->buffer().dim[2].extent; + auto outW = outputTensor->buffer().dim[3].extent; + auto threadCount = static_cast(backend())->threadNumber(); + auto tileCount = outH; + auto inOffset = batches * inH * inW * core->pack; + auto outOffset = batches * outH * outW * core->pack; + auto cordPtr = mTempCordBuffer->host(); + for (auto b = 0; b < batches; ++b) { + auto _inputPtr = inputPtr + b * inH * inW * core->pack * core->bytes; + auto _gridPtr = gridPtr + b * gridTensor->buffer().dim[0].stride * core->bytes; + auto _outputPtr = outputPtr + b * outH * outW * core->pack * core->bytes; + core->MNNGridSampleComputeCord((float *)cordPtr, (const float *)_gridPtr, inH, inW, outH, outW, gridTensor->buffer().dim[1].stride, mAlignCorners); + // Compute cord + for (int index=0; index < tileCount; index++) { + auto c = index / outH; + auto h = index % outH; + auto inputC = _inputPtr + c * inW * inH * batches * core->pack * core->bytes; + auto outputC = _outputPtr + c * outW * outH * batches * core->pack * core->bytes; + auto cordH = cordPtr + h * outW * 2 * core->bytes; + auto outputH = outputC + h * outW * core->pack * core->bytes; + core->MNNGridSampleInterpGrad((float *)outputH, (float *)inputC, (const float *)cordH, inH, inW, outW, channelC4, inOffset, outOffset, (mMode == SampleMode_NEAREST), (mPaddingMode == BorderMode_ZEROS)); + } + } + + return NO_ERROR; + } +}; + class CPUGridSampleCreator : public CPUBackend::Creator { public: virtual Execution *onCreate(const std::vector &inputs, const std::vector &outputs, @@ -141,6 +215,9 @@ class CPUGridSampleCreator : public CPUBackend::Creator { MNN_ERROR("Don't has function for CPUGridSample\n"); return nullptr; } + if (gridSampleParam->backward()) { + return new CPUGridSampleGrad(backend, mode, paddingMode, alignCorners);; + } return new CPUGridSample(backend, mode, paddingMode, alignCorners); } }; diff --git a/source/backend/cpu/CPUGridSample.hpp b/source/backend/cpu/CPUGridSample.hpp index 5ac66cb27..1245247d7 100644 --- a/source/backend/cpu/CPUGridSample.hpp +++ b/source/backend/cpu/CPUGridSample.hpp @@ -20,7 +20,7 @@ class CPUGridSample : public Execution { virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override; virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override; -private: +protected: SampleMode mMode; BorderMode mPaddingMode; bool mAlignCorners; diff --git a/source/backend/cpu/CPUImageProcess.cpp b/source/backend/cpu/CPUImageProcess.cpp index 032a24816..c733891b0 100644 --- a/source/backend/cpu/CPUImageProcess.cpp +++ b/source/backend/cpu/CPUImageProcess.cpp @@ -11,16 +11,6 @@ #include #include #include "core/Macro.h" -#ifdef MNN_USE_NEON -#include -#endif -#ifdef MNN_USE_SSE -#if defined(_MSC_VER) -#include -#else -#include -#endif -#endif #include #include diff --git a/source/backend/cpu/CPUMatMul.cpp b/source/backend/cpu/CPUMatMul.cpp index e3704aa98..b989833e7 100644 --- a/source/backend/cpu/CPUMatMul.cpp +++ b/source/backend/cpu/CPUMatMul.cpp @@ -15,6 +15,7 @@ #include "core/Concurrency.h" #include "core/BufferAllocator.hpp" #include "core/TensorUtils.hpp" +#include "core/OpCommonUtils.hpp" #include "math/Vec.hpp" @@ -63,21 +64,12 @@ ErrorCode CPUMatMul::onResize(const std::vector& inputs, const std::vec const Tensor* A = inputs[0]; const Tensor* B = inputs[1]; Tensor* C = outputs[0]; - auto w0 = inputs[0]->length(1); - auto h0 = inputs[0]->length(0); auto core = static_cast(backend())->functions(); mPreFunctions.clear(); mPostFunctions.clear(); - auto e = A->length(0); - auto h = B->length(1); - auto l = A->length(1); - if (mTransposeA) { - l = A->length(0); - e = A->length(1); - } - if (mTransposeB) { - h = B->length(0); - } + int e, l, h; + OpCommonUtils::computeMatMulSize(mTransposeA, mTransposeB, A, B, e, l, h); + // If encoded but resized as h=1/e=1, the computer should clear firstly mComputer->onReset(); if (h == 1) { diff --git a/source/backend/cpu/CPUOPRegister.cpp b/source/backend/cpu/CPUOPRegister.cpp index 5f6f9a74a..70d5a028f 100644 --- a/source/backend/cpu/CPUOPRegister.cpp +++ b/source/backend/cpu/CPUOPRegister.cpp @@ -66,7 +66,14 @@ extern void ___CPUSetDiff1DCreator__OpType_SetDiff1D__(); extern void ___CPUEltwiseInt8Creator__OpType_EltwiseInt8__(); extern void ___CPUSvdCreator__OpType_Svd__(); extern void ___CPULayerNormCreator__OpType_LayerNorm__(); +extern void ___CPUQuantizeLinearCreator__OpType_QuantizeLinear__(); +extern void ___CPUDequantizeLinearCreator__OpType_DequantizeLinear__(); +#ifdef MNN_SUPPORT_RENDER +extern void ___CPURasterAndInterpolateCreator__OpType_RasterAndInterpolate__(); +extern void ___CPURasterDiffCreator__OpType_RasterDiff__(); +extern void ___CPUTextureCreator__OpType_Texture__(); +#endif void registerCPUOps() { ___CPUCropAndResizeCreator__OpType_CropAndResize__(); ___CPUArgMaxCreator__OpType_ArgMax__(); @@ -134,5 +141,13 @@ ___CPUSetDiff1DCreator__OpType_SetDiff1D__(); ___CPUEltwiseInt8Creator__OpType_EltwiseInt8__(); ___CPUSvdCreator__OpType_Svd__(); ___CPULayerNormCreator__OpType_LayerNorm__(); +#ifdef MNN_SUPPORT_RENDER +___CPURasterAndInterpolateCreator__OpType_RasterAndInterpolate__(); +___CPURasterDiffCreator__OpType_RasterDiff__(); +___CPUTextureCreator__OpType_Texture__(); +#endif +___CPUQuantizeLinearCreator__OpType_QuantizeLinear__(); +___CPUDequantizeLinearCreator__OpType_DequantizeLinear__(); +//CPUQuantizeLinearCreator } } diff --git a/source/backend/cpu/CPUQuantizeLinear.cpp b/source/backend/cpu/CPUQuantizeLinear.cpp new file mode 100644 index 000000000..f0a7efe6c --- /dev/null +++ b/source/backend/cpu/CPUQuantizeLinear.cpp @@ -0,0 +1,85 @@ +// +// CPUQuantizeLinear.cpp +// MNN +// +// Created by MNN on 2018/07/15. +// Copyright © 2018, Alibaba Group Holding Limited +// +#include "backend/cpu/CPUBackend.hpp" +#include "core/Concurrency.h" +#include "backend/cpu/CPUQuantizeLinear.hpp" +#include "compute/CommonOptFunction.h" +#include "core/TensorUtils.hpp" + +namespace MNN { + +CPUQuantizeLinear::CPUQuantizeLinear(Backend *b, int size, int axis) : MNN::Execution(b){ + mSize = size; + mAxis = axis; +} + +ErrorCode CPUQuantizeLinear::onResize(const std::vector &inputs, const std::vector &outputs) { + int size = mSize; + float* scale = inputs[1]->host(); + int8_t* zero = nullptr; + if (inputs.size() > 2) { + zero = inputs[2]->host(); + } + if (mSize == 1) { + float s = scale[0] == 0?0: 1/ scale[0]; + mQuantScales.resize(4, s); + if (nullptr != zero) { + int8_t z = *zero; + mQuantZeroPoints.resize(4, z); + } else { + mQuantZeroPoints.resize(4); + } + } else { // TODO scale: (1,D) + + } + return NO_ERROR; +} +ErrorCode CPUQuantizeLinear::onExecute(const std::vector &inputs, const std::vector &outputs) { + auto input = inputs[0]; + int N = input->length(0), C = input->length(1), H = input->length(2), W = input->length(3); + ssize_t size = N * C * H * W; + auto core = static_cast(backend())->int8Functions(); + int UNIT, SRC_UNIT, DST_XUNIT; + core->MNNGetGemmUnit(&UNIT, &SRC_UNIT, &DST_XUNIT); + int maxValue = 127; + int minValue = -128; +#ifdef MNN_USE_SSE + auto dst = outputs[0]->host(); + int offset = 128; +#else + auto dst = outputs[0]->host(); + int offset = 0; +#endif + if (mSize == 1) { + auto src = input->host(); + int sizeDiv = (int)size / UNIT; + core->MNNFloat2Int8(src, (int8_t*)dst, size / UNIT, mQuantScales.data(), -128, 127, mQuantZeroPoints[0]); + for (int i = sizeDiv * UNIT; i < size; ++i) { + int v = (int)roundf(src[i] * mQuantScales[0]) + mQuantZeroPoints[0] + offset; + v = std::max(minValue + offset, std::min(maxValue + offset, v)); + dst[i] = v; + } + } else { + + } + return NO_ERROR; +} + +class CPUQuantizeLinearCreator : public CPUBackend::Creator { +public: + virtual Execution *onCreate(const std::vector &inputs, const std::vector &outputs, + const MNN::Op *op, Backend *backend) const override { + int size = op->main_as_QuantizeLinear()->scaleSize(); + int axis = op->main_as_QuantizeLinear()->scaleAxis(); + return new CPUQuantizeLinear(backend, size, axis); + } +}; + +REGISTER_CPU_OP_CREATOR(CPUQuantizeLinearCreator, OpType_QuantizeLinear); + +} // namespace MNN diff --git a/source/backend/cpu/CPUQuantizeLinear.hpp b/source/backend/cpu/CPUQuantizeLinear.hpp new file mode 100644 index 000000000..60abebaab --- /dev/null +++ b/source/backend/cpu/CPUQuantizeLinear.hpp @@ -0,0 +1,31 @@ +// +// CPUQuantizeLinear.hpp +// MNN +// +// Created by MNN on 2018/07/15. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifndef CPUQuantizeLinear_hpp +#define CPUQuantizeLinear_hpp + +#include "core/AutoStorage.h" +#include "core/Execution.hpp" + +namespace MNN { +class CPUQuantizeLinear : public Execution { +public: + CPUQuantizeLinear(Backend *b, int size = 1, int axis = 0); + virtual ~CPUQuantizeLinear() = default; + virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override; + virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override; +private: + std::vector mQuantScales; + std::vector mQuantZeroPoints; + int mSize = 1; + int mAxis = 0; +}; + +} // namespace MNN + +#endif /* CPUQuantizeLinear_hpp */ diff --git a/source/backend/cpu/CPURaster.cpp b/source/backend/cpu/CPURaster.cpp index 3bec068fb..dbd2b4ac1 100644 --- a/source/backend/cpu/CPURaster.cpp +++ b/source/backend/cpu/CPURaster.cpp @@ -235,7 +235,7 @@ ErrorCode CPURaster::onResize(const std::vector &____inputs, const std } return NO_ERROR; } -static void _transpose4Bit(int32_t* dstO, const int32_t* srcO, const Tensor::InsideDescribe::Region& region) { +static void _transpose(int32_t* dstO, const int32_t* srcO, const Tensor::InsideDescribe::Region& region, int bytes) { int dims[4], keepDim = -1; for (int i = 0; i < 3; i++) { if (region.src.stride[i] == 1 && region.size[i] != 1) { @@ -248,10 +248,23 @@ static void _transpose4Bit(int32_t* dstO, const int32_t* srcO, const Tensor::Ins keepDim = i; } } - for (int z=0; z(srcO); + auto dstH = reinterpret_cast(dstO); + for (int z = 0; z < region.size[keepDim]; ++z) { + auto srcZ = srcH + region.src.stride[keepDim] * z; + auto dstZ = dstH + region.dst.stride[keepDim] * z; + MNNTranspose16Bit(dstZ, srcZ, dims); + } + return; } } typedef void (*BlitProc)(uint8_t* dstO, const uint8_t* srcO, int size, int stride, int ds); @@ -497,8 +510,9 @@ static void _blit(const Tensor::InsideDescribe::Region& slice, int bytes, const return; } int srcOne, dstOne; - if (OpCommonUtils::isTranspose(slice, srcOne, dstOne) && 4 == bytes) { - _transpose4Bit((int32_t*)dstPtr, (const int32_t*)srcPtr, slice); + if (OpCommonUtils::isTranspose(slice, srcOne, dstOne) && (4 == bytes || 2 == bytes)) { + // if (OpCommonUtils::isTranspose(slice, srcOne, dstOne) && 4 == bytes) { + _transpose((int32_t*)dstPtr, (const int32_t*)srcPtr, slice, bytes); return; } if (1 == slice.src.stride[2] && 1 == slice.dst.stride[2]) { @@ -789,7 +803,7 @@ class CPULoop : public Execution { auto inputSize = input->elementSize(); auto output = mStack[cmd->indexes()->data()[0]]; auto bytes = input->getType().bytes(); - if (halide_type_float == input->getType().code && bytes == 4) { + if (halide_type_float == input->getType().code) { bytes = cpubackend->functions()->bytes; } _blit(reg, bytes, input->host(), output->host()); @@ -827,7 +841,7 @@ class CPULoop : public Execution { auto inputSize = input->elementSize(); auto output = mStack[cmd->indexes()->data()[0]]; auto bytes = input->getType().bytes(); - if (halide_type_float == input->getType().code && bytes == 4) { + if (halide_type_float == input->getType().code) { bytes = static_cast(backend())->functions()->bytes; } auto step0 = cmd->steps()->data()[0]; diff --git a/source/backend/cpu/CPUUnary.cpp b/source/backend/cpu/CPUUnary.cpp index a32178a99..4f3514859 100644 --- a/source/backend/cpu/CPUUnary.cpp +++ b/source/backend/cpu/CPUUnary.cpp @@ -226,8 +226,8 @@ static void _SignInt8(void* out, const void* inp, int realSize, QuanPrePostParam #ifdef MNN_USE_NEON int8_t* outPtr = (int8_t*)out; int8_t* inPtr = (int8_t*)inp; - int8x16_t one = vdupq_n_s8(1); - int8x16_t negone = vdupq_n_s8(-1); + int16x8_t one = vdupq_n_s8(1); + int16x8_t negone = vdupq_n_s8(-1); int16x8_t zero = vdupq_n_s16(0); int8x8_t inZeroPoint = vdup_n_s8(params->inputZeroPoint[0]); int8x8_t outZeroPoint = vdup_n_s8(params->outputZeroPoint[0]); diff --git a/source/backend/cpu/GridSampler.hpp b/source/backend/cpu/GridSampler.hpp new file mode 100644 index 000000000..553f2f7d1 --- /dev/null +++ b/source/backend/cpu/GridSampler.hpp @@ -0,0 +1,124 @@ +static int MNNGridSampleComputeOffset(int h, int w, int height, int width, bool padMode) { + if (padMode == true) { //padMode == BorderMode_ZEROS + if (h < 0 || h >= height || w < 0 || w >= width) { + return -1; + } + } else { + // Clearly, CLAMP is the right way to go for GridSamplePaddingMode_BORDER + // For GridSamplePaddingMode_REFLECTION, since we have reflected the values into (-1, 1), + // the leftover reflections degrade to GridSamplePaddingMode_BORDER + h = h < 0 ? 0 : (h > (height - 1) ? (height - 1) : h); + w = w < 0 ? 0 : (w > (width - 1) ? (width - 1) : w); + } + return h * width * PACK + w * PACK; +} + +static void MNNGridSampleInterp(FLOAT* outputPtr, const FLOAT* inputPtr, const FLOAT* cordPtr, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode) { + for (auto ow = 0; ow < outW; ++ow) { + auto w_ = cordPtr[2 * ow + 0]; + auto h_ = cordPtr[2 * ow + 1]; + float w = (float)(w_); + float h = (float)(h_); + Vec interp; + + if (sampleMode == true) { //sampleMode == SampleMode_NEAREST + int nh = ::floor(h + 0.5f); + int nw = ::floor(w + 0.5f); + int ns = MNNGridSampleComputeOffset(nh, nw, inH, inW, padMode); + for (int k = 0; k < channelCUnit; ++k) { + interp = ns == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + ns); + Vec::save(outputPtr + k * outOffset + PACK * ow, interp); + } + } else { //sampleMode == GridSampleMode_BILINEAR + int w0_h = ::floor(h); + int w0_w = ::floor(w); + int w1_h = ::ceil(h); + int w1_w = ::ceil(w); + auto oneV = Vec(1.0f); + + auto f0 = Vec((FLOAT)w1_w - w_); + auto f1 = oneV - f0; + auto h0 = Vec((FLOAT)w1_h - h_); + auto h1 = oneV - h0; + + int s00 = MNNGridSampleComputeOffset(w0_h, w0_w, inH, inW, padMode); + int s01 = MNNGridSampleComputeOffset(w0_h, w1_w, inH, inW, padMode); + int s10 = MNNGridSampleComputeOffset(w1_h, w0_w, inH, inW, padMode); + int s11 = MNNGridSampleComputeOffset(w1_h, w1_w, inH, inW, padMode); + + for (int k = 0; k < channelCUnit; ++k) { + Vec i00 = s00 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s00); + Vec i01 = s01 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s01); + Vec i10 = s10 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s10); + Vec i11 = s11 == -1 ? Vec(0.f) : Vec::load(inputPtr + k * inOffset + s11); + + Vec i0 = i00 * f0 + i01 * f1; + Vec i1 = i10 * f0 + i11 * f1; + + interp = i0 * h0 + i1 * h1; + Vec::save(outputPtr + k * outOffset + PACK * ow, interp); + } + } + } +} +static void MNNGridSampleInterpGrad(FLOAT* outputPtr, FLOAT* inputPtr, const float* cordPtr, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode) { + const int pack = PACK; + for (auto ow = 0; ow < outW; ++ow) { + auto w = cordPtr[2 * ow + 0]; + auto h = cordPtr[2 * ow + 1]; + Vec interp; + + if (sampleMode == true) { //sampleMode == SampleMode_NEAREST + int nh = ::floor(h + 0.5f); + int nw = ::floor(w + 0.5f); + int ns = MNNGridSampleComputeOffset(nh, nw, inH, inW, padMode); + if (ns != -1) { + for (int k = 0; k < channelCUnit; ++k) { + auto o = Vec::load(outputPtr + k * outOffset + pack * ow); + auto i = Vec::load(inputPtr + k * inOffset + ns); + Vec::save(inputPtr + k * inOffset + ns, i + o); + } + } + } else { //sampleMode == GridSampleMode_BILINEAR + int w0_h = ::floor(h); + int w0_w = ::floor(w); + int w1_h = ::ceil(h); + int w1_w = ::ceil(w); + auto oneV = Vec(1.0f); + + auto f0 = Vec((float)w1_w - w); + auto f1 = oneV - f0; + auto h0 = Vec((float)w1_h - h); + auto h1 = oneV - h0; + + int s00 = MNNGridSampleComputeOffset(w0_h, w0_w, inH, inW, padMode); + int s01 = MNNGridSampleComputeOffset(w0_h, w1_w, inH, inW, padMode); + int s10 = MNNGridSampleComputeOffset(w1_h, w0_w, inH, inW, padMode); + int s11 = MNNGridSampleComputeOffset(w1_h, w1_w, inH, inW, padMode); + + for (int k = 0; k < channelCUnit; ++k) { + auto o = Vec::load(outputPtr + k * outOffset + pack * ow); + if (s00 != -1) { + auto i = Vec::load(inputPtr + k * inOffset + s00); + auto diff = o * h0 * f0; + Vec::save(inputPtr + k * inOffset + s00, diff + i); + } + if (s01 != -1) { + auto i = Vec::load(inputPtr + k * inOffset + s01); + auto diff = o * h0 * f1; + Vec::save(inputPtr + k * inOffset + s01, diff + i); + } + if (s10 != -1) { + auto i = Vec::load(inputPtr + k * inOffset + s10); + auto diff = o * h1 * f0; + Vec::save(inputPtr + k * inOffset + s10, diff + i); + } + if (s11 != -1) { + auto i = Vec::load(inputPtr + k * inOffset + s11); + auto diff = o * h1 * f1; + Vec::save(inputPtr + k * inOffset + s11, diff + i); + } + } + } + } +} diff --git a/source/backend/cpu/UnaryUtils.hpp b/source/backend/cpu/UnaryUtils.hpp index 200a30480..a3e5b0353 100644 --- a/source/backend/cpu/UnaryUtils.hpp +++ b/source/backend/cpu/UnaryUtils.hpp @@ -16,21 +16,21 @@ static void _unaryOp(void* outputPtr, const void* inputPtr, int elementSize) { } template -struct UnarySquare : std::unary_function { +struct UnarySquare { T operator()(const T &x) const { return x * x; } }; template -struct UnaryRsqrt : std::unary_function { +struct UnaryRsqrt { T operator()(const T &x) const { return 1.f / sqrtf(x); } }; template -struct UnarySqrt : std::unary_function { +struct UnarySqrt { T operator()(const T &x) const { return sqrtf(x); } @@ -44,77 +44,77 @@ struct UnaryNeg { }; template -struct UnaryExp : std::unary_function { +struct UnaryExp { T operator()(const T &x) const { return expf(x); } }; template -struct UnaryAbs : std::unary_function { +struct UnaryAbs { T operator()(const T &x) const { return fabsf((float)x); } }; template -struct UnaryCeil : std::unary_function { +struct UnaryCeil { T operator()(const T &x) const { return ceilf(x); } }; template -struct UnaryRecipocal : std::unary_function { +struct UnaryRecipocal { T operator()(const T &x) const { return (T)1 / (x); } }; template -struct UnaryLog1p : std::unary_function { +struct UnaryLog1p { T operator()(const T &x) const { return (T)logf((T)1 + (x)); } }; template -struct UnaryLog : std::unary_function { +struct UnaryLog { T operator()(const T &x) const { return (T)logf((T)(x)); } }; template -struct UnaryCos : std::unary_function { +struct UnaryCos { T operator()(const T &x) const { return (T)cosf((T)(x)); } }; template -struct UnarySin : std::unary_function { +struct UnarySin { T operator()(const T &x) const { return (T)sinf((T)(x)); } }; template -struct UnaryTan : std::unary_function { +struct UnaryTan { T operator()(const T &x) const { return (T)tanf((T)(x)); } }; template -struct UnaryATan : std::unary_function { +struct UnaryATan { T operator()(const T &x) const { return (T)atanf((T)(x)); } }; template -struct UnaryFloor : std::unary_function { +struct UnaryFloor { T operator()(const T &x) const { return (T)floor((T)(x)); } }; template -struct UnarySign : std::unary_function { +struct UnarySign { T operator()(const T &x) const { if (x > 0) { return 1; @@ -127,7 +127,7 @@ struct UnarySign : std::unary_function { }; template -struct UnaryBNLL : std::unary_function { +struct UnaryBNLL { T operator()(const T &x) const { float r = x > 0 ? (x + log(1. + exp(-x))) : log(1. + exp(x)); return (T)r; @@ -135,41 +135,41 @@ struct UnaryBNLL : std::unary_function { }; template -struct UnaryAcosh : std::unary_function { +struct UnaryAcosh { T operator()(const T &x) const { return (T)acoshf((T)(x)); } }; template -struct UnarySinh : std::unary_function { +struct UnarySinh { T operator()(const T &x) const { return (T)sinhf((T)(x)); } }; template -struct UnaryAsinh : std::unary_function { +struct UnaryAsinh { T operator()(const T &x) const { return (T)asinhf((T)(x)); } }; template -struct UnaryAtanh : std::unary_function { +struct UnaryAtanh { T operator()(const T &x) const { return (T)atanhf((T)(x)); } }; template -struct UnaryRound : std::unary_function { +struct UnaryRound { T operator()(const T &x) const { return (T)roundf((T)(x)); } }; template -struct UnaryCosh : std::unary_function { +struct UnaryCosh { T operator()(const T &x) const { return (T)coshf((T)(x)); } @@ -177,21 +177,21 @@ struct UnaryCosh : std::unary_function { template -struct UnaryErf : std::unary_function { +struct UnaryErf { T operator()(const T &x) const { return erff(x); } }; template -struct UnaryErfc : std::unary_function { +struct UnaryErfc { T operator()(const T &x) const { return erfc(x); } }; template -struct UnaryErfinv : std::unary_function { +struct UnaryErfinv { // referenced from tensorflow const int kDegree = 9; const std::vector w_less_than_5_constants = { @@ -235,21 +235,21 @@ struct UnaryErfinv : std::unary_function { }; template -struct UnaryExpm1 : std::unary_function { +struct UnaryExpm1 { T operator()(const T &x) const { return (T)expm1((T)(x)); } }; template -struct UnaryAsin : std::unary_function { +struct UnaryAsin { T operator()(const T &x) const { return (T)asin((T)(x)); } }; template -struct UnaryAcos : std::unary_function { +struct UnaryAcos { T operator()(const T &x) const { return (T)acos((T)(x)); } diff --git a/source/backend/cpu/arm/CommonOptFunctionNeon.cpp b/source/backend/cpu/arm/CommonOptFunctionNeon.cpp index d5c33e55b..6153281df 100644 --- a/source/backend/cpu/arm/CommonOptFunctionNeon.cpp +++ b/source/backend/cpu/arm/CommonOptFunctionNeon.cpp @@ -7,6 +7,7 @@ extern "C" { void MNNTranspose32Bit4x4(int32_t* dstO, const int32_t* srcO, int32_t* dim); +void MNNTranspose16Bit8x8(int16_t* dstO, const int16_t* srcO, int32_t* dim); } void MNNTranspose32Bit(int32_t* dstO, const int32_t* srcO, int32_t* dim) { int w = dim[0]; @@ -40,6 +41,39 @@ void MNNTranspose32Bit(int32_t* dstO, const int32_t* srcO, int32_t* dim) { } } +void MNNTranspose16Bit(int16_t* dstO, const int16_t* srcO, int32_t* dim) { + int w = dim[0]; + int h = dim[1]; + auto wC8 = w / 8; + auto hC8 = h / 8; + int srcStride = dim[2]; + int dstStride = dim[3]; + if (wC8 > 0 && hC8 > 0) { + MNNTranspose16Bit8x8(dstO, srcO, dim); + } + + // Down + for (int i = hC8 * 8; i < h; ++i) { + auto si = srcO + i; + auto di = dstO + i * dstStride; + for (int j = 0; j < w; ++j) { + auto sj = si + j * srcStride; + auto dj = di + j; + *dj = *sj; + } + } + // Right + for (int i = 0; i < hC8 * 8; ++i) { + auto si = srcO + i; + auto di = dstO + i * dstStride; + for (int j = wC8 * 8; j < w; ++j) { + auto sj = si + j * srcStride; + auto dj = di + j; + *dj = *sj; + } + } +} + #ifndef MNN_USE_NEON void MNNPackedSparseMatMulEpx1(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, unsigned int* NNZMap, int* dataOffsetMap) { diff --git a/source/backend/cpu/arm/arm32/MNNBinaryAddInt8.S b/source/backend/cpu/arm/arm32/MNNBinaryAddInt8.S index 33fa63066..efc1dfadf 100644 --- a/source/backend/cpu/arm/arm32/MNNBinaryAddInt8.S +++ b/source/backend/cpu/arm/arm32/MNNBinaryAddInt8.S @@ -41,10 +41,12 @@ ldr r7, [sp, #44] vpush {q4-q7} -ldr r12, [r3] -vdup.s32 q13, r12 // scale -ldr r4, [r3, #4] -vdup.s32 q14, r4 +ldr r12, [r4] +vdup.f32 q13, r12 // scale +ldr lr, [r4, #4] +vdup.f32 q14, lr +ldr lr, [r4, #8] +vdup.f32 q15, lr ldr lr, [r5, #8] ldr r8, [lr, #0] @@ -104,31 +106,50 @@ L4Loop: vmovl.s16 q3, d12 vmovl.s16 q12, d13 - vmovl.s16 q15, d14 + vmovl.s16 q1, d14 vmovl.s16 q4, d15 - vmulq.s32 q8, q8, q13 - vmulq.s32 q9, q9, q13 - vmulq.s32 q10, q10, q13 - vmulq.s32 q11, q11, q13 - - vmulq.s32 q3, q3, q14 - vmulq.s32 q12, q12, q14 - vmulq.s32 q15, q15, q14 - vmulq.s32 q4, q4, q14 - - vaddq.s32 q8, q8, q3 - vaddq.s32 q9, q9, q12 - vaddq.s32 q10, q10, q15 - vaddq.s32 q11, q11, q4 - + vcvt.f32.s32 q8, q8 + vcvt.f32.s32 q9, q9 + vcvt.f32.s32 q10, q10 + vcvt.f32.s32 q11, q11 + + vcvt.f32.s32 q3, q3 + vcvt.f32.s32 q12, q12 + vcvt.f32.s32 q1, q1 + vcvt.f32.s32 q4, q4 + + vmul.f32 q8, q8, q13 + vmul.f32 q9, q9, q13 + vmul.f32 q10, q10, q13 + vmul.f32 q11, q11, q13 + + vmul.f32 q3, q3, q14 + vmul.f32 q12, q12, q14 + vmul.f32 q1, q1, q14 + vmul.f32 q4, q4, q14 + + vadd.f32 q8, q8, q3 + vadd.f32 q9, q9, q12 + vadd.f32 q10, q10, q1 + vadd.f32 q11, q11, q4 + + vmul.f32 q8, q8, q15 + vmul.f32 q9, q9, q15 + vmul.f32 q10, q10, q15 + vmul.f32 q11, q11, q15 + + vcvt.s32.f32 q8, q8 + vcvt.s32.f32 q9, q9 + vcvt.s32.f32 q10, q10 + vcvt.s32.f32 q11, q11 + + vqmovn.s32 d6, q8 + vqmovn.s32 d7, q9 + vqmovn.s32 d8, q10 + vqmovn.s32 d9, q11 vdup.8 q12, r3 - vdup.8 q15, r11 - - vqshrn.s32 d6, q8, #16 - vqshrn.s32 d7, q9, #16 - vqshrn.s32 d8, q10, #16 - vqshrn.s32 d9, q11, #16 + vdup.8 q1, r11 vaddw.s8 q3, q3, d4 vaddw.s8 q4, q4, d4 @@ -136,7 +157,7 @@ L4Loop: vqmovn.s16 d12, q3 vqmovn.s16 d13, q4 vmax.s8 q6, q6, q12 - vmin.s8 q6, q6, q15 + vmin.s8 q6, q6, q1 cmp r6, #4 vst1.32 {q6}, [r0]! bge L4Loop @@ -174,15 +195,19 @@ L1Loop: vmovl.s8 q3, d6 vsubw.s8 q3, q3, d0 vmovl.s16 q3, d6 - vmulq.s32 q3, q3, q13 + vcvt.f32.s32 q3, q3 + vmul.f32 q3, q3, q13 vmovl.s8 q5, d8 vsubw.s8 q5, q5, d1 vmovl.s16 q6, d10 - vmulq.s32 q6, q6, q14 + vcvt.f32.s32 q6, q6 + vmul.f32 q6, q6, q14 - vaddq.s32 q3, q3, q6 - vqshrn.s32 d6, q3, #16 + vadd.f32 q3, q3, q6 + vmul.f32 q3, q3, q15 + vcvt.s32.f32 q3, q3 + vqmovn.s32 d6, q3 vaddw.s8 q3, q3, d4 vqmovn.s16 d6, q3 vmax.s8 d6, d6, d20 diff --git a/source/backend/cpu/arm/arm32/MNNBinaryMulInt8.S b/source/backend/cpu/arm/arm32/MNNBinaryMulInt8.S index 6b7dc66de..f6fbde410 100644 --- a/source/backend/cpu/arm/arm32/MNNBinaryMulInt8.S +++ b/source/backend/cpu/arm/arm32/MNNBinaryMulInt8.S @@ -149,7 +149,7 @@ L4Loop: vqmovn.s32 d8, q10 vqmovn.s32 d9, q11 vdup.8 q12, r3 - vdup.8 q15, r11 + vdup.8 q1, r11 vaddw.s8 q3, q3, d4 vaddw.s8 q4, q4, d4 @@ -157,7 +157,7 @@ L4Loop: vqmovn.s16 d12, q3 vqmovn.s16 d13, q4 vmax.s8 q6, q6, q12 - vmin.s8 q6, q6, q15 + vmin.s8 q6, q6, q1 cmp r6, #4 vst1.32 {q6}, [r0]! bge L4Loop diff --git a/source/backend/cpu/arm/arm32/MNNBinarySubInt8.S b/source/backend/cpu/arm/arm32/MNNBinarySubInt8.S index 0a336009b..c149b165d 100644 --- a/source/backend/cpu/arm/arm32/MNNBinarySubInt8.S +++ b/source/backend/cpu/arm/arm32/MNNBinarySubInt8.S @@ -41,10 +41,12 @@ ldr r7, [sp, #44] vpush {q4-q7} -ldr r12, [r3] -vdup.s32 q13, r12 // scale -ldr r4, [r3, #4] -vdup.s32 q14, r4 +ldr r12, [r4] +vdup.f32 q13, r12 // scale +ldr lr, [r4, #4] +vdup.f32 q14, lr +ldr lr, [r4, #8] +vdup.f32 q15, lr ldr lr, [r5, #8] ldr r8, [lr, #0] @@ -104,30 +106,50 @@ L4Loop: vmovl.s16 q3, d12 vmovl.s16 q12, d13 - vmovl.s16 q15, d14 + vmovl.s16 q1, d14 vmovl.s16 q4, d15 - vmulq.s32 q8, q8, q13 - vmulq.s32 q9, q9, q13 - vmulq.s32 q10, q10, q13 - vmulq.s32 q11, q11, q13 - - vmulq.s32 q3, q3, q14 - vmulq.s32 q12, q12, q14 - vmulq.s32 q15, q15, q14 - vmulq.s32 q4, q4, q14 - - vsub.s32 q8, q8, q3 - vsub.s32 q9, q9, q12 - vsub.s32 q10, q10, q15 - vsub.s32 q11, q11, q4 + vcvt.f32.s32 q8, q8 + vcvt.f32.s32 q9, q9 + vcvt.f32.s32 q10, q10 + vcvt.f32.s32 q11, q11 + + vcvt.f32.s32 q3, q3 + vcvt.f32.s32 q12, q12 + vcvt.f32.s32 q1, q1 + vcvt.f32.s32 q4, q4 + + vmul.f32 q8, q8, q13 + vmul.f32 q9, q9, q13 + vmul.f32 q10, q10, q13 + vmul.f32 q11, q11, q13 + + vmul.f32 q3, q3, q14 + vmul.f32 q12, q12, q14 + vmul.f32 q1, q1, q14 + vmul.f32 q4, q4, q14 + + vsub.f32 q8, q8, q3 + vsub.f32 q9, q9, q12 + vsub.f32 q10, q10, q1 + vsub.f32 q11, q11, q4 + + vmul.f32 q8, q8, q15 + vmul.f32 q9, q9, q15 + vmul.f32 q10, q10, q15 + vmul.f32 q11, q11, q15 + + vcvt.s32.f32 q8, q8 + vcvt.s32.f32 q9, q9 + vcvt.s32.f32 q10, q10 + vcvt.s32.f32 q11, q11 + + vqmovn.s32 d6, q8 + vqmovn.s32 d7, q9 + vqmovn.s32 d8, q10 + vqmovn.s32 d9, q11 vdup.8 q12, r3 - vdup.8 q15, r11 - - vqshrn.s32 d6, q8, #16 - vqshrn.s32 d7, q9, #16 - vqshrn.s32 d8, q10, #16 - vqshrn.s32 d9, q11, #16 + vdup.8 q1, r11 vaddw.s8 q3, q3, d4 vaddw.s8 q4, q4, d4 @@ -135,7 +157,7 @@ L4Loop: vqmovn.s16 d12, q3 vqmovn.s16 d13, q4 vmax.s8 q6, q6, q12 - vmin.s8 q6, q6, q15 + vmin.s8 q6, q6, q1 cmp r6, #4 vst1.32 {q6}, [r0]! bge L4Loop @@ -173,15 +195,19 @@ L1Loop: vmovl.s8 q3, d6 vsubw.s8 q3, q3, d0 vmovl.s16 q3, d6 - vmulq.s32 q3, q3, q13 + vcvt.f32.s32 q3, q3 + vmul.f32 q3, q3, q13 vmovl.s8 q5, d8 vsubw.s8 q5, q5, d1 vmovl.s16 q6, d10 - vmulq.s32 q6, q6, q14 + vcvt.f32.s32 q6, q6 + vmul.f32 q6, q6, q14 - vsub.s32 q3, q3, q6 - vqshrn.s32 d6, q3, #16 + vsub.f32 q3, q3, q6 + vmul.f32 q3, q3, q15 + vcvt.s32.f32 q3, q3 + vqmovn.s32 d6, q3 vaddw.s8 q3, q3, d4 vqmovn.s16 d6, q3 vmax.s8 d6, d6, d20 diff --git a/source/backend/cpu/arm/arm32/MNNGelu.S b/source/backend/cpu/arm/arm32/MNNGelu.S index 33db1ffb6..96bd322be 100644 --- a/source/backend/cpu/arm/arm32/MNNGelu.S +++ b/source/backend/cpu/arm/arm32/MNNGelu.S @@ -45,6 +45,9 @@ vdup.32 q10, r8 //q10: [28.f]x4 vdup.32 q9, r10 //q9: [3150.f]x4 vdup.32 q8, r11 //q8: [62370.f]x4 +mov r4, #5.0 +mov r5, #-5.0 + GeluZLoop: vld1.32 {q0, q1}, [r1]! // q0, q1: fp32x4 @@ -63,8 +66,8 @@ vmul.f32 q2, q2, q14 // value vmul.f32 q3, q3, q14 // value // if value > 5, then value=5; if value<-5, then value=-5 -vmov.f32 q7, #5.0 -vmov.f32 q6, #-5.0 +vdup.32 q7, r4 +vdup.32 q6, r5 vmax.f32 q2, q2, q6 vmax.f32 q3, q3, q6 vmin.f32 q2, q2, q7 diff --git a/source/backend/cpu/arm/arm32/MNNTranspose16Bit8x8.S b/source/backend/cpu/arm/arm32/MNNTranspose16Bit8x8.S new file mode 100644 index 000000000..e109b038f --- /dev/null +++ b/source/backend/cpu/arm/arm32/MNNTranspose16Bit8x8.S @@ -0,0 +1,135 @@ +// +// MNNTranspose16Bit8x8.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// +#ifdef __arm__ +#ifndef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 +asm_function MNNTranspose16Bit8x8 +//void MNNTranspose16Bit8x8(int16_t* dstO, const int16_t* srcO, int* dim) +//Auto: r0: dstO, r1:srcO, r2: dim + +push {r4-r8, lr} // avoid to touch platform-register r-9 +ldr r4, [r2, #0] +ldr r5, [r2, #4] +ldr r6, [r2, #8] +ldr r7, [r2, #12] + +// r4, r5 -> wC8, hC8 +lsr r4, r4, #3 +lsr r5, r5, #3 + +// r6, r7 -> srcStride * sizeof(half), dstStride * sizeof(half) +lsl r6, r6, #1 +lsl r7, r7, #1 + + +LoopY: + mov r2, r4 + mov r8, r0 + mov lr, r1 + LoopX: + /* + after vld1.16 + [ 0, 1, 2, 3, 4, 5, 6, 7] + [ 8, 9, 10, 11, 12, 13, 14, 15] + [16, 17, 18, 19, 20, 21, 22, 23] + [24, 25, 26, 27, 28, 29, 30, 31] + [32, 33, 34, 35, 36, 37, 38, 39] + [40, 41, 42, 43, 44, 45, 46, 47] + [48, 49, 50, 51, 52, 53, 54, 55] + [56, 57, 58, 59, 60, 61, 62, 63] + */ + vld1.16 {q0}, [r1], r6 + vld1.16 {q1}, [r1], r6 + vld1.16 {q2}, [r1], r6 + vld1.16 {q3}, [r1], r6 + vld1.16 {q4}, [r1], r6 + vld1.16 {q5}, [r1], r6 + vld1.16 {q6}, [r1], r6 + vld1.16 {q7}, [r1], r6 + + /* + after vtrn.16 + [ 0, 8, 2, 10, 4, 12, 6, 14] + [ 1, 9, 3, 11, 5, 13, 7, 15] + [16, 24, 18, 26, 20, 28, 22, 30] + [17, 25, 19, 27, 21, 29, 23, 31] + [32, 40, 34, 42, 36, 44, 38, 46] + [33, 41, 35, 43, 37, 45, 39, 47] + [48, 56, 50, 58, 52, 60, 54, 62] + [49, 57, 51, 59, 53, 61, 55, 63] + */ + vtrn.16 q0, q1 + vtrn.16 q2, q3 + vtrn.16 q4, q5 + vtrn.16 q6, q7 + + /* + after vtrn.32 + [ 0, 8, 16, 24, 4, 12, 20, 28] + [ 1, 9, 17, 25, 5, 13, 21, 29] + [ 2, 10, 18, 26, 6, 14, 22, 30] + [ 3, 11, 19, 27, 7, 15, 23, 31] + [32, 40, 48, 56, 36, 44, 52, 60] + [33, 41, 49, 57, 37, 45, 53, 61] + [34, 42, 50, 58, 38, 46, 54, 62] + [35, 43, 51, 59, 39, 47, 55, 63] + */ + vtrn.32 q0, q2 + vtrn.32 q1, q3 + vtrn.32 q4, q6 + vtrn.32 q5, q7 + + /* + after vswp + [ 0, 8, 16, 24, 32, 40, 48, 56] + [ 1, 9, 17, 25, 33, 41, 49, 57] + [ 2, 10, 18, 26, 34, 42, 50, 58] + [ 3, 11, 19, 27, 35, 43, 51, 59] + [ 4, 12, 20, 28, 36, 44, 52, 60] + [ 5, 13, 21, 29, 37, 45, 53, 61] + [ 6, 14, 22, 30, 38, 46, 54, 62] + [ 7, 15, 23, 31, 39, 47, 55, 63] + */ + vswp d1, d8 + vswp d3, d10 + vswp d5, d12 + vswp d7, d14 + + mov r12, r0 + + vst1.16 {q0}, [r12], r7 + vst1.16 {q1}, [r12], r7 + vst1.16 {q2}, [r12], r7 + vst1.16 {q3}, [r12], r7 + vst1.16 {q4}, [r12], r7 + vst1.16 {q5}, [r12], r7 + vst1.16 {q6}, [r12], r7 + vst1.16 {q7}, [r12], r7 + + add r0, r0, #16 // 4 * sizeof(float) + + subs r2, r2, #1 + bne LoopX + + + lsl r12, r7, #3 + subs r5, r5, #1 + add r1, lr, #16 // 8 * sizeof(half) + add r0, r8, r12 + bne LoopY + +End: + +pop {r4-r8, pc} + +#endif +#endif diff --git a/source/backend/cpu/arm/arm32/bf16/MNNGelu_BF16.S b/source/backend/cpu/arm/arm32/bf16/MNNGelu_BF16.S index 15dcfdcad..907b0893e 100644 --- a/source/backend/cpu/arm/arm32/bf16/MNNGelu_BF16.S +++ b/source/backend/cpu/arm/arm32/bf16/MNNGelu_BF16.S @@ -45,6 +45,9 @@ vdup.32 q10, r8 //q10: [28.f]x4 vdup.32 q9, r10 //q9: [3150.f]x4 vdup.32 q8, r11 //q8: [62370.f]x4 +mov r4, #5.0 +mov r5, #-5.0 + GeluZLoop: vld1.16 q0, [r1]! // q0: 8* sizeof(int16_t) @@ -65,8 +68,8 @@ vadd.f32 q3, q3, q1 vmul.f32 q2, q2, q14 vmul.f32 q3, q3, q14 -vmov.f32 q7, #5.0 -vmov.f32 q6, #-5.0 +vdup.32 q7, r4 +vdup.32 q6, r5 vmax.f32 q2, q2, q6 vmax.f32 q3, q3, q6 vmin.f32 q2, q2, q7 diff --git a/source/backend/cpu/arm/arm64/MNNBinaryAddInt8.S b/source/backend/cpu/arm/arm64/MNNBinaryAddInt8.S index 98c43d729..2aa2a9142 100644 --- a/source/backend/cpu/arm/arm64/MNNBinaryAddInt8.S +++ b/source/backend/cpu/arm/arm64/MNNBinaryAddInt8.S @@ -37,10 +37,12 @@ stp d8, d9, [sp, #48] cmp x6, #0 beq End -ldr w4, [x3, #8] -ldr w3, [x3] +ldr w3, [x4] +ldr w10, [x4, #8] +ldr w4, [x4, #4] mov v0.s[0], w3 mov v0.s[1], w4 +mov v0.s[2], w10 ldr x8, [x5, #16] ldr x9, [x8, #8] // input1 zeroPoint @@ -128,43 +130,79 @@ L8Loop: sxtl v29.4s, v14.4h sxtl2 v30.4s, v14.8h - mul v15.4s, v15.4s, v0.s[0] - mul v16.4s, v16.4s, v0.s[0] - mul v17.4s, v17.4s, v0.s[0] - mul v18.4s, v18.4s, v0.s[0] - mul v19.4s, v19.4s, v0.s[0] - mul v20.4s, v20.4s, v0.s[0] - mul v21.4s, v21.4s, v0.s[0] - mul v22.4s, v22.4s, v0.s[0] - - mul v23.4s, v23.4s, v0.s[1] - mul v24.4s, v24.4s, v0.s[1] - mul v25.4s, v25.4s, v0.s[1] - mul v26.4s, v26.4s, v0.s[1] - mul v27.4s, v27.4s, v0.s[1] - mul v28.4s, v28.4s, v0.s[1] - mul v29.4s, v29.4s, v0.s[1] - mul v30.4s, v30.4s, v0.s[1] + scvtf v15.4s, v15.4s + scvtf v16.4s, v16.4s + scvtf v17.4s, v17.4s + scvtf v18.4s, v18.4s + scvtf v19.4s, v19.4s + scvtf v20.4s, v20.4s + scvtf v21.4s, v21.4s + scvtf v22.4s, v22.4s + + scvtf v23.4s, v23.4s + scvtf v24.4s, v24.4s + scvtf v25.4s, v25.4s + scvtf v26.4s, v26.4s + scvtf v27.4s, v27.4s + scvtf v28.4s, v28.4s + scvtf v29.4s, v29.4s + scvtf v30.4s, v30.4s + + fmul v15.4s, v15.4s, v0.s[0] + fmul v16.4s, v16.4s, v0.s[0] + fmul v17.4s, v17.4s, v0.s[0] + fmul v18.4s, v18.4s, v0.s[0] + fmul v19.4s, v19.4s, v0.s[0] + fmul v20.4s, v20.4s, v0.s[0] + fmul v21.4s, v21.4s, v0.s[0] + fmul v22.4s, v22.4s, v0.s[0] + + fmul v23.4s, v23.4s, v0.s[1] + fmul v24.4s, v24.4s, v0.s[1] + fmul v25.4s, v25.4s, v0.s[1] + fmul v26.4s, v26.4s, v0.s[1] + fmul v27.4s, v27.4s, v0.s[1] + fmul v28.4s, v28.4s, v0.s[1] + fmul v29.4s, v29.4s, v0.s[1] + fmul v30.4s, v30.4s, v0.s[1] dup v11.16b, w11 dup v12.16b, w12 - add v15.4s, v15.4s, v23.4s - add v16.4s, v16.4s, v24.4s - add v17.4s, v17.4s, v25.4s - add v18.4s, v18.4s, v26.4s - add v19.4s, v19.4s, v27.4s - add v20.4s, v20.4s, v28.4s - add v21.4s, v21.4s, v29.4s - add v22.4s, v22.4s, v30.4s - - sqrshrn v1.4h, v15.4s, #16 - sqrshrn2 v1.8h, v16.4s, #16 - sqrshrn v2.4h, v17.4s, #16 - sqrshrn2 v2.8h, v18.4s, #16 - sqrshrn v3.4h, v19.4s, #16 - sqrshrn2 v3.8h, v20.4s, #16 - sqrshrn v4.4h, v21.4s, #16 - sqrshrn2 v4.8h, v22.4s, #16 + fadd v15.4s, v15.4s, v23.4s + fadd v16.4s, v16.4s, v24.4s + fadd v17.4s, v17.4s, v25.4s + fadd v18.4s, v18.4s, v26.4s + fadd v19.4s, v19.4s, v27.4s + fadd v20.4s, v20.4s, v28.4s + fadd v21.4s, v21.4s, v29.4s + fadd v22.4s, v22.4s, v30.4s + + fmul v15.4s, v15.4s, v0.s[2] + fmul v16.4s, v16.4s, v0.s[2] + fmul v17.4s, v17.4s, v0.s[2] + fmul v18.4s, v18.4s, v0.s[2] + fmul v19.4s, v19.4s, v0.s[2] + fmul v20.4s, v20.4s, v0.s[2] + fmul v21.4s, v21.4s, v0.s[2] + fmul v22.4s, v22.4s, v0.s[2] + + fcvtas v15.4s, v15.4s + fcvtas v16.4s, v16.4s + fcvtas v17.4s, v17.4s + fcvtas v18.4s, v18.4s + fcvtas v19.4s, v19.4s + fcvtas v20.4s, v20.4s + fcvtas v21.4s, v21.4s + fcvtas v22.4s, v22.4s + + sqxtn v1.4h, v15.4s + sqxtn2 v1.8h, v16.4s + sqxtn v2.4h, v17.4s + sqxtn2 v2.8h, v18.4s + sqxtn v3.4h, v19.4s + sqxtn2 v3.8h, v20.4s + sqxtn v4.4h, v21.4s + sqxtn2 v4.8h, v22.4s cmp w10, #0 beq SQXTN_S8 @@ -248,25 +286,45 @@ L4Loop: sxtl v25.4s, v12.4h sxtl2 v26.4s, v12.8h - mul v15.4s, v15.4s, v0.s[0] - mul v16.4s, v16.4s, v0.s[0] - mul v17.4s, v17.4s, v0.s[0] - mul v18.4s, v18.4s, v0.s[0] - - mul v23.4s, v23.4s, v0.s[1] - mul v24.4s, v24.4s, v0.s[1] - mul v25.4s, v25.4s, v0.s[1] - mul v26.4s, v26.4s, v0.s[1] - - add v15.4s, v15.4s, v23.4s - add v16.4s, v16.4s, v24.4s - add v17.4s, v17.4s, v25.4s - add v18.4s, v18.4s, v26.4s - - sqrshrn v1.4h, v15.4s, #16 - sqrshrn2 v1.8h, v16.4s, #16 - sqrshrn v2.4h, v17.4s, #16 - sqrshrn2 v2.8h, v18.4s, #16 + scvtf v15.4s, v15.4s + scvtf v16.4s, v16.4s + scvtf v17.4s, v17.4s + scvtf v18.4s, v18.4s + + scvtf v23.4s, v23.4s + scvtf v24.4s, v24.4s + scvtf v25.4s, v25.4s + scvtf v26.4s, v26.4s + + fmul v15.4s, v15.4s, v0.s[0] + fmul v16.4s, v16.4s, v0.s[0] + fmul v17.4s, v17.4s, v0.s[0] + fmul v18.4s, v18.4s, v0.s[0] + + fmul v23.4s, v23.4s, v0.s[1] + fmul v24.4s, v24.4s, v0.s[1] + fmul v25.4s, v25.4s, v0.s[1] + fmul v26.4s, v26.4s, v0.s[1] + + fadd v15.4s, v15.4s, v23.4s + fadd v16.4s, v16.4s, v24.4s + fadd v17.4s, v17.4s, v25.4s + fadd v18.4s, v18.4s, v26.4s + + fmul v15.4s, v15.4s, v0.s[2] + fmul v16.4s, v16.4s, v0.s[2] + fmul v17.4s, v17.4s, v0.s[2] + fmul v18.4s, v18.4s, v0.s[2] + + fcvtas v15.4s, v15.4s + fcvtas v16.4s, v16.4s + fcvtas v17.4s, v17.4s + fcvtas v18.4s, v18.4s + + sqxtn v1.4h, v15.4s + sqxtn2 v1.8h, v16.4s + sqxtn v2.4h, v17.4s + sqxtn2 v2.8h, v18.4s cmp w10, #0 beq L4_SQXTN_S8 @@ -330,12 +388,17 @@ L1Loop: sxtl v15.4s, v7.4h sxtl v23.4s, v11.4h - mul v15.4s, v15.4s, v0.s[0] - mul v23.4s, v23.4s, v0.s[1] + scvtf v15.4s, v15.4s + scvtf v23.4s, v23.4s - add v15.4s, v15.4s, v23.4s + fmul v15.4s, v15.4s, v0.s[0] + fmul v23.4s, v23.4s, v0.s[1] - sqrshrn v1.4h, v15.4s, #16 + fadd v15.4s, v15.4s, v23.4s + fmul v15.4s, v15.4s, v0.s[2] + fcvtas v15.4s, v15.4s + sqxtn v1.4h, v15.4s + cmp w10, #0 beq L1_SQXTN_S8 @@ -345,7 +408,7 @@ L1Loop: L1_SQXTN_S8: sqxtn v5.8b, v1.8h smax v5.8b, v5.8b, v30.8b - smin v6.8b, v6.8b, v31.8b + smin v5.8b, v5.8b, v31.8b st1 {v5.s}[0], [x0], #4 subs x6, x6, #1 diff --git a/source/backend/cpu/arm/arm64/MNNBinaryMaxInt8.S b/source/backend/cpu/arm/arm64/MNNBinaryMaxInt8.S index 9a6a372dd..2d8af53f1 100644 --- a/source/backend/cpu/arm/arm64/MNNBinaryMaxInt8.S +++ b/source/backend/cpu/arm/arm64/MNNBinaryMaxInt8.S @@ -345,7 +345,7 @@ L1Loop: L1_SQXTN_S8: sqxtn v5.8b, v1.8h smax v5.8b, v5.8b, v30.8b - smin v6.8b, v6.8b, v31.8b + smin v5.8b, v5.8b, v31.8b st1 {v5.s}[0], [x0], #4 subs x6, x6, #1 diff --git a/source/backend/cpu/arm/arm64/MNNBinaryMinInt8.S b/source/backend/cpu/arm/arm64/MNNBinaryMinInt8.S index d957db1b1..738f64573 100644 --- a/source/backend/cpu/arm/arm64/MNNBinaryMinInt8.S +++ b/source/backend/cpu/arm/arm64/MNNBinaryMinInt8.S @@ -344,7 +344,7 @@ L1Loop: L1_SQXTN_S8: sqxtn v5.8b, v1.8h smax v5.8b, v5.8b, v30.8b - smin v6.8b, v6.8b, v31.8b + smin v5.8b, v5.8b, v31.8b st1 {v5.s}[0], [x0], #4 subs x6, x6, #1 diff --git a/source/backend/cpu/arm/arm64/MNNBinaryMulInt8.S b/source/backend/cpu/arm/arm64/MNNBinaryMulInt8.S index c40fa9a5b..d080229f1 100644 --- a/source/backend/cpu/arm/arm64/MNNBinaryMulInt8.S +++ b/source/backend/cpu/arm/arm64/MNNBinaryMulInt8.S @@ -194,6 +194,9 @@ L8Loop: fcvtas v21.4s, v21.4s fcvtas v22.4s, v22.4s + dup v11.16b, w11 + dup v12.16b, w12 + sqxtn v1.4h, v15.4s sqxtn2 v1.8h, v16.4s sqxtn v2.4h, v17.4s @@ -408,7 +411,7 @@ L1Loop: L1_SQXTN_S8: sqxtn v5.8b, v1.8h smax v5.8b, v5.8b, v30.8b - smin v6.8b, v6.8b, v31.8b + smin v5.8b, v5.8b, v31.8b st1 {v5.s}[0], [x0], #4 subs x6, x6, #1 diff --git a/source/backend/cpu/arm/arm64/MNNBinarySqdInt8.S b/source/backend/cpu/arm/arm64/MNNBinarySqdInt8.S index e1711d712..8164c3cc8 100644 --- a/source/backend/cpu/arm/arm64/MNNBinarySqdInt8.S +++ b/source/backend/cpu/arm/arm64/MNNBinarySqdInt8.S @@ -425,7 +425,7 @@ L1Loop: L1_SQXTN_S8: sqxtn v5.8b, v1.8h smax v5.8b, v5.8b, v30.8b - smin v6.8b, v6.8b, v31.8b + smin v5.8b, v5.8b, v31.8b st1 {v5.s}[0], [x0], #4 subs x6, x6, #1 diff --git a/source/backend/cpu/arm/arm64/MNNBinarySubInt8.S b/source/backend/cpu/arm/arm64/MNNBinarySubInt8.S index 379c815fa..82d5a5d6e 100644 --- a/source/backend/cpu/arm/arm64/MNNBinarySubInt8.S +++ b/source/backend/cpu/arm/arm64/MNNBinarySubInt8.S @@ -36,10 +36,12 @@ stp d8, d9, [sp, #48] cmp x6, #0 beq End -ldr w4, [x3, #8] -ldr w3, [x3] +ldr w3, [x4] +ldr w10, [x4, #8] +ldr w4, [x4, #4] mov v0.s[0], w3 mov v0.s[1], w4 +mov v0.s[2], w10 ldr x8, [x5, #16] ldr x9, [x8, #8] // input1 zeroPoint @@ -127,43 +129,79 @@ L8Loop: sxtl v29.4s, v14.4h sxtl2 v30.4s, v14.8h - mul v15.4s, v15.4s, v0.s[0] - mul v16.4s, v16.4s, v0.s[0] - mul v17.4s, v17.4s, v0.s[0] - mul v18.4s, v18.4s, v0.s[0] - mul v19.4s, v19.4s, v0.s[0] - mul v20.4s, v20.4s, v0.s[0] - mul v21.4s, v21.4s, v0.s[0] - mul v22.4s, v22.4s, v0.s[0] - - mul v23.4s, v23.4s, v0.s[1] - mul v24.4s, v24.4s, v0.s[1] - mul v25.4s, v25.4s, v0.s[1] - mul v26.4s, v26.4s, v0.s[1] - mul v27.4s, v27.4s, v0.s[1] - mul v28.4s, v28.4s, v0.s[1] - mul v29.4s, v29.4s, v0.s[1] - mul v30.4s, v30.4s, v0.s[1] + scvtf v15.4s, v15.4s + scvtf v16.4s, v16.4s + scvtf v17.4s, v17.4s + scvtf v18.4s, v18.4s + scvtf v19.4s, v19.4s + scvtf v20.4s, v20.4s + scvtf v21.4s, v21.4s + scvtf v22.4s, v22.4s + + scvtf v23.4s, v23.4s + scvtf v24.4s, v24.4s + scvtf v25.4s, v25.4s + scvtf v26.4s, v26.4s + scvtf v27.4s, v27.4s + scvtf v28.4s, v28.4s + scvtf v29.4s, v29.4s + scvtf v30.4s, v30.4s + + fmul v15.4s, v15.4s, v0.s[0] + fmul v16.4s, v16.4s, v0.s[0] + fmul v17.4s, v17.4s, v0.s[0] + fmul v18.4s, v18.4s, v0.s[0] + fmul v19.4s, v19.4s, v0.s[0] + fmul v20.4s, v20.4s, v0.s[0] + fmul v21.4s, v21.4s, v0.s[0] + fmul v22.4s, v22.4s, v0.s[0] + + fmul v23.4s, v23.4s, v0.s[1] + fmul v24.4s, v24.4s, v0.s[1] + fmul v25.4s, v25.4s, v0.s[1] + fmul v26.4s, v26.4s, v0.s[1] + fmul v27.4s, v27.4s, v0.s[1] + fmul v28.4s, v28.4s, v0.s[1] + fmul v29.4s, v29.4s, v0.s[1] + fmul v30.4s, v30.4s, v0.s[1] dup v11.16b, w11 dup v12.16b, w12 - sqsub v15.4s, v15.4s, v23.4s - sqsub v16.4s, v16.4s, v24.4s - sqsub v17.4s, v17.4s, v25.4s - sqsub v18.4s, v18.4s, v26.4s - sqsub v19.4s, v19.4s, v27.4s - sqsub v20.4s, v20.4s, v28.4s - sqsub v21.4s, v21.4s, v29.4s - sqsub v22.4s, v22.4s, v30.4s - - sqrshrn v1.4h, v15.4s, #16 - sqrshrn2 v1.8h, v16.4s, #16 - sqrshrn v2.4h, v17.4s, #16 - sqrshrn2 v2.8h, v18.4s, #16 - sqrshrn v3.4h, v19.4s, #16 - sqrshrn2 v3.8h, v20.4s, #16 - sqrshrn v4.4h, v21.4s, #16 - sqrshrn2 v4.8h, v22.4s, #16 + fsub v15.4s, v15.4s, v23.4s + fsub v16.4s, v16.4s, v24.4s + fsub v17.4s, v17.4s, v25.4s + fsub v18.4s, v18.4s, v26.4s + fsub v19.4s, v19.4s, v27.4s + fsub v20.4s, v20.4s, v28.4s + fsub v21.4s, v21.4s, v29.4s + fsub v22.4s, v22.4s, v30.4s + + fmul v15.4s, v15.4s, v0.s[2] + fmul v16.4s, v16.4s, v0.s[2] + fmul v17.4s, v17.4s, v0.s[2] + fmul v18.4s, v18.4s, v0.s[2] + fmul v19.4s, v19.4s, v0.s[2] + fmul v20.4s, v20.4s, v0.s[2] + fmul v21.4s, v21.4s, v0.s[2] + fmul v22.4s, v22.4s, v0.s[2] + + fcvtas v15.4s, v15.4s + fcvtas v16.4s, v16.4s + fcvtas v17.4s, v17.4s + fcvtas v18.4s, v18.4s + fcvtas v19.4s, v19.4s + fcvtas v20.4s, v20.4s + fcvtas v21.4s, v21.4s + fcvtas v22.4s, v22.4s + + sqxtn v1.4h, v15.4s + sqxtn2 v1.8h, v16.4s + sqxtn v2.4h, v17.4s + sqxtn2 v2.8h, v18.4s + sqxtn v3.4h, v19.4s + sqxtn2 v3.8h, v20.4s + sqxtn v4.4h, v21.4s + sqxtn2 v4.8h, v22.4s cmp w10, #0 beq SQXTN_S8 @@ -247,25 +285,45 @@ L4Loop: sxtl v25.4s, v12.4h sxtl2 v26.4s, v12.8h - mul v15.4s, v15.4s, v0.s[0] - mul v16.4s, v16.4s, v0.s[0] - mul v17.4s, v17.4s, v0.s[0] - mul v18.4s, v18.4s, v0.s[0] - - mul v23.4s, v23.4s, v0.s[1] - mul v24.4s, v24.4s, v0.s[1] - mul v25.4s, v25.4s, v0.s[1] - mul v26.4s, v26.4s, v0.s[1] - - sqsub v15.4s, v15.4s, v23.4s - sqsub v16.4s, v16.4s, v24.4s - sqsub v17.4s, v17.4s, v25.4s - sqsub v18.4s, v18.4s, v26.4s - - sqrshrn v1.4h, v15.4s, #16 - sqrshrn2 v1.8h, v16.4s, #16 - sqrshrn v2.4h, v17.4s, #16 - sqrshrn2 v2.8h, v18.4s, #16 + scvtf v15.4s, v15.4s + scvtf v16.4s, v16.4s + scvtf v17.4s, v17.4s + scvtf v18.4s, v18.4s + + scvtf v23.4s, v23.4s + scvtf v24.4s, v24.4s + scvtf v25.4s, v25.4s + scvtf v26.4s, v26.4s + + fmul v15.4s, v15.4s, v0.s[0] + fmul v16.4s, v16.4s, v0.s[0] + fmul v17.4s, v17.4s, v0.s[0] + fmul v18.4s, v18.4s, v0.s[0] + + fmul v23.4s, v23.4s, v0.s[1] + fmul v24.4s, v24.4s, v0.s[1] + fmul v25.4s, v25.4s, v0.s[1] + fmul v26.4s, v26.4s, v0.s[1] + + fsub v15.4s, v15.4s, v23.4s + fsub v16.4s, v16.4s, v24.4s + fsub v17.4s, v17.4s, v25.4s + fsub v18.4s, v18.4s, v26.4s + + fmul v15.4s, v15.4s, v0.s[2] + fmul v16.4s, v16.4s, v0.s[2] + fmul v17.4s, v17.4s, v0.s[2] + fmul v18.4s, v18.4s, v0.s[2] + + fcvtas v15.4s, v15.4s + fcvtas v16.4s, v16.4s + fcvtas v17.4s, v17.4s + fcvtas v18.4s, v18.4s + + sqxtn v1.4h, v15.4s + sqxtn2 v1.8h, v16.4s + sqxtn v2.4h, v17.4s + sqxtn2 v2.8h, v18.4s cmp w10, #0 beq L4_SQXTN_S8 @@ -329,12 +387,19 @@ L1Loop: sxtl v15.4s, v7.4h sxtl v23.4s, v11.4h - mul v15.4s, v15.4s, v0.s[0] - mul v23.4s, v23.4s, v0.s[1] + scvtf v15.4s, v15.4s + scvtf v23.4s, v23.4s + + fmul v15.4s, v15.4s, v0.s[0] + fmul v23.4s, v23.4s, v0.s[1] + + fsub v15.4s, v15.4s, v23.4s + + fmul v15.4s, v15.4s, v0.s[2] - sqsub v15.4s, v15.4s, v23.4s + fcvtas v15.4s, v15.4s - sqrshrn v1.4h, v15.4s, #16 + sqxtn v1.4h, v15.4s cmp w10, #0 beq L1_SQXTN_S8 @@ -344,7 +409,7 @@ L1Loop: L1_SQXTN_S8: sqxtn v5.8b, v1.8h smax v5.8b, v5.8b, v30.8b - smin v6.8b, v6.8b, v31.8b + smin v5.8b, v5.8b, v31.8b st1 {v5.s}[0], [x0], #4 subs x6, x6, #1 diff --git a/source/backend/cpu/arm/arm64/MNNGelu.S b/source/backend/cpu/arm/arm64/MNNGelu.S index 1f7d42936..55dcae8a9 100644 --- a/source/backend/cpu/arm/arm64/MNNGelu.S +++ b/source/backend/cpu/arm/arm64/MNNGelu.S @@ -45,8 +45,11 @@ dup v10.4s, w9 // v10: [28.f]x4 dup v9.4s, w10 // v9: [3150.f]x4 dup v8.4s, w11 // v8: [62370.f]x4 -fmov v30.4s, #5 -fmov v31.4s, #-5 +mov w4, #5.0 +mov w5, #-5.0 + +dup v30.4s, w4 +dup v31.4s, w5 GeluZLoop: diff --git a/source/backend/cpu/arm/arm64/MNNSoftmax.S b/source/backend/cpu/arm/arm64/MNNSoftmax.S index c52fbfeb1..23c45935e 100644 --- a/source/backend/cpu/arm/arm64/MNNSoftmax.S +++ b/source/backend/cpu/arm/arm64/MNNSoftmax.S @@ -76,7 +76,7 @@ Loop_8: movk w12, #15658, lsl #16 movk w10, #15914, lsl #16 dup v2.4s, v0.s[0] - movi v1.2d, #0 + movi v1.16b, #0 fmov v3.4s, #1.0 dup v16.4s, w11 dup v17.4s, w12 diff --git a/source/backend/cpu/arm/arm64/MNNTranspose16Bit8x8.S b/source/backend/cpu/arm/arm64/MNNTranspose16Bit8x8.S new file mode 100644 index 000000000..052a9ce40 --- /dev/null +++ b/source/backend/cpu/arm/arm64/MNNTranspose16Bit8x8.S @@ -0,0 +1,115 @@ +// +// MNNTranspose16Bit8x8.S +// MNN +// +// Created by MNN on 2023/11/08. +// Copyright © 2018, Alibaba Group Holding Limited +// +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro TRANSPOSE_8x8 s0, s1, s2, s3, s4, s5, s6, s7, d0, d1, d2, d3, d4, d5, d6, d7, t0, t1, t2, t3, t4, t5, t6, t7 + zip1 \t0\().8h, \s0\().8h, \s1\().8h + zip2 \t1\().8h, \s0\().8h, \s1\().8h + zip1 \t2\().8h, \s2\().8h, \s3\().8h + zip2 \t3\().8h, \s2\().8h, \s3\().8h + zip1 \t4\().8h, \s4\().8h, \s5\().8h + zip2 \t5\().8h, \s4\().8h, \s5\().8h + zip1 \t6\().8h, \s6\().8h, \s7\().8h + zip2 \t7\().8h, \s6\().8h, \s7\().8h + zip1 \s0\().4s, \t0\().4s, \t2\().4s + zip2 \s1\().4s, \t0\().4s, \t2\().4s + zip1 \s2\().4s, \t1\().4s, \t3\().4s + zip2 \s3\().4s, \t1\().4s, \t3\().4s + zip1 \s4\().4s, \t4\().4s, \t6\().4s + zip2 \s5\().4s, \t4\().4s, \t6\().4s + zip1 \s6\().4s, \t5\().4s, \t7\().4s + zip2 \s7\().4s, \t5\().4s, \t7\().4s + zip1 \d0\().2d, \s0\().2d, \s4\().2d + zip2 \d1\().2d, \s0\().2d, \s4\().2d + zip1 \d2\().2d, \s1\().2d, \s5\().2d + zip2 \d3\().2d, \s1\().2d, \s5\().2d + zip1 \d4\().2d, \s2\().2d, \s6\().2d + zip2 \d5\().2d, \s2\().2d, \s6\().2d + zip1 \d6\().2d, \s3\().2d, \s7\().2d + zip2 \d7\().2d, \s3\().2d, \s7\().2d +.endm + +asm_function MNNTranspose16Bit8x8 +//void MNNTranspose16Bit8x8(int16_t* dstO, const int16_t* srcO, int* dim) +//Auto: x0: dstO, x1:srcO, x2: dim +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +mov x4, #0 +mov x5, #0 +mov x6, #0 +mov x7, #0 +ldr w4, [x2, #0] +ldr w5, [x2, #4] +ldr w6, [x2, #8] +ldr w7, [x2, #12] + +// x4, x5 -> wC8, hC8 +lsr x4, x4, #3 +lsr x5, x5, #3 + +// x6, x7 -> srcStride * sizeof(half), dstStride * sizeof(half) +lsl x6, x6, #1 +lsl x7, x7, #1 + +LoopY: + mov x2, x4 + mov x8, x0 + mov x9, x1 + LoopX: + ld1 {v0.8h}, [x1], x6 + ld1 {v1.8h}, [x1], x6 + ld1 {v2.8h}, [x1], x6 + ld1 {v3.8h}, [x1], x6 + ld1 {v4.8h}, [x1], x6 + ld1 {v5.8h}, [x1], x6 + ld1 {v6.8h}, [x1], x6 + ld1 {v7.8h}, [x1], x6 + + TRANSPOSE_8x8 v0, v1, v2, v3, v4, v5, v6, v7, \ + v8, v9, v10, v11, v12, v13, v14, v15, \ + v16, v17, v18, v19, v20, v21, v22, v23 + + mov x12, x0 + + st1 {v8.8h}, [x12], x7 + st1 {v9.8h}, [x12], x7 + st1 {v10.8h}, [x12], x7 + st1 {v11.8h}, [x12], x7 + st1 {v12.8h}, [x12], x7 + st1 {v13.8h}, [x12], x7 + st1 {v14.8h}, [x12], x7 + st1 {v15.8h}, [x12], x7 + + add x0, x0, #16 // 8 * sizeof(half) + + subs x2, x2, #1 + bne LoopX + + + lsl x12, x7, #3 // 8 * dstStride + subs x5, x5, #1 + add x1, x9, #16 // 8 * sizeof(half) + add x0, x8, x12 + bne LoopY + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif \ No newline at end of file diff --git a/source/backend/cpu/arm/arm64/bf16/MNNGelu_BF16.S b/source/backend/cpu/arm/arm64/bf16/MNNGelu_BF16.S index 8c81022f3..90022da85 100644 --- a/source/backend/cpu/arm/arm64/bf16/MNNGelu_BF16.S +++ b/source/backend/cpu/arm/arm64/bf16/MNNGelu_BF16.S @@ -45,8 +45,11 @@ dup v10.4s, w9 // v10: [28.f]x4 dup v9.4s, w10 // v9: [3150.f]x4 dup v8.4s, w11 // v8: [62370.f]x4 -fmov v30.4s, #5 -fmov v31.4s, #-5 +mov w4, #5.0 +mov w5, #-5.0 + +dup v30.4s, w4 +dup v31.4s, w5 GeluZLoop: diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNAbsMaxFP32.S b/source/backend/cpu/arm/arm64/low_memory/MNNAbsMaxFP32.S new file mode 100644 index 000000000..3bf272567 --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNAbsMaxFP32.S @@ -0,0 +1,173 @@ +// +// MNNAbsMaxFP32.S +// +// Created by MNN on 2023/10/31. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +.macro Add d0, d1, d2, d3, z0, z1, z2, z3 + fadd \d0\().4s, \d0\().4s, \z0\().4s + fadd \d1\().4s, \d1\().4s, \z1\().4s + fadd \d2\().4s, \d2\().4s, \z2\().4s + fadd \d3\().4s, \d3\().4s, \z3\().4s +.endm + +.macro Abs z0, z1, z2, z3 + fabs \z0\().4s, \z0\().4s + fabs \z1\().4s, \z1\().4s + fabs \z2\().4s, \z2\().4s + fabs \z3\().4s, \z3\().4s +.endm + +.macro Max d0, d1, d2, d3, z0, z1, z2, z3 + fmax \d0\().4s, \d0\().4s, \z0\().4s + fmax \d1\().4s, \d1\().4s, \z1\().4s + fmax \d2\().4s, \d2\().4s, \z2\().4s + fmax \d3\().4s, \d3\().4s, \z3\().4s +.endm + +.macro TRANSPOSE_8x8 s0, s1, s2, s3, s4, s5, s6, s7, d0, d1, d2, d3, d4, d5, d6, d7, t0, t1, t2, t3, t4, t5, t6, t7 + trn1 \t0\().4s, \s0\().4s, \s1\().4s + trn2 \t1\().4s, \s0\().4s, \s1\().4s + trn1 \t2\().4s, \s2\().4s, \s3\().4s + trn2 \t3\().4s, \s2\().4s, \s3\().4s + trn1 \t4\().4s, \s4\().4s, \s5\().4s + trn2 \t5\().4s, \s4\().4s, \s5\().4s + trn1 \t6\().4s, \s6\().4s, \s7\().4s + trn2 \t7\().4s, \s6\().4s, \s7\().4s + + trn1 \d0\().2d, \t0\().2d, \t2\().2d + trn2 \d2\().2d, \t0\().2d, \t2\().2d + trn1 \d1\().2d, \t1\().2d, \t3\().2d + trn2 \d3\().2d, \t1\().2d, \t3\().2d + trn1 \d4\().2d, \t4\().2d, \t6\().2d + trn2 \d6\().2d, \t4\().2d, \t6\().2d + trn1 \d5\().2d, \t5\().2d, \t7\().2d + trn2 \d7\().2d, \t5\().2d, \t7\().2d +.endm + +.macro ReduceSum d0, d1, z0, z1, z2, z3, z4, z5, z6, z7 + fadd \d0\().4s, \z0\().4s, \z1\().4s + fadd \d0\().4s, \d0\().4s, \z2\().4s + fadd \d0\().4s, \d0\().4s, \z3\().4s + fadd \d1\().4s, \z4\().4s, \z5\().4s + fadd \d1\().4s, \d1\().4s, \z6\().4s + fadd \d1\().4s, \d1\().4s, \z7\().4s +.endm + +.macro ReduceMax d0, d1, z0, z1, z2, z3, z4, z5, z6, z7 + fmax \d0\().4s, \z0\().4s, \z1\().4s + fmax \d0\().4s, \d0\().4s, \z2\().4s + fmax \d0\().4s, \d0\().4s, \z3\().4s + fmax \d1\().4s, \z7\().4s, \z4\().4s + fmax \d1\().4s, \d1\().4s, \z5\().4s + fmax \d1\().4s, \d1\().4s, \z6\().4s +.endm +//void MNNAbsMaxFP32(const float* source, float* absmax, size_t src_depth_quad, size_t realSize, int pack) +asm_function MNNAbsMaxFP32 + +// x0: source, x1:absmax, x2:src_depth_quad, x3:realSize +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +lsl x6, x3, #4 // src_step = batch * 4 * sizeof(float32_t) = batch << 4 + +TILE_8: +cmp x3, #8 +blt TILE_1 +mov x5, x2 // src_depth_quad +mov x7, x0 // src +sub x8, x6, #64 // src_step + +// sum: v0-7 +// absmax: v8-15 +ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [x7], #64 +ld1 {v4.4s, v5.4s, v6.4s, v7.4s}, [x7], x8 +fabs v8.4s, v0.4s +fabs v9.4s, v1.4s +fabs v10.4s, v2.4s +fabs v11.4s, v3.4s +fabs v12.4s, v4.4s +fabs v13.4s, v5.4s +fabs v14.4s, v6.4s +fabs v15.4s, v7.4s +subs x5, x5, #1 +beq Tile8End + +LoopSz_8: +ld1 {v16.4s, v17.4s, v18.4s, v19.4s}, [x7], #64 +ld1 {v20.4s, v21.4s, v22.4s, v23.4s}, [x7], x8 + +// absmax = fmax(absmax, abs(x)) +Abs v16, v17, v18, v19 +Abs v20, v21, v22, v23 +Max v8, v9, v10, v11, v16, v17, v18, v19 +Max v12, v13, v14, v15, v20, v21, v22, v23 + +subs x5, x5, #1 +bne LoopSz_8 + +Tile8End: + +// [v0 - v7] --transpose--> [v16, v23], tmp:[v24-31] +TRANSPOSE_8x8 v8, v9, v10, v11, v12, v13, v14, v15, \ + v16, v17, v18, v19, v20, v21, v22, v23, \ + v24, v25, v26, v27, v28, v29, v30, v31 +ReduceMax v2, v3, v16, v17, v18, v19, v20, v21, v22, v23 +st1 {v2.4s, v3.4s}, [x1], #32 +sub x3, x3, #8 +add x0, x0, #128 // src += 8 * 4 * 4 +b TILE_8 + + +TILE_1: +cmp x3, #1 +blt End +mov x5, x2 // src_depth_quad +mov x7, x0 // src + +// sum: v0 +// absmax: v8 +ld1 {v0.4s}, [x7], x6 +fabs v8.4s, v0.4s +subs x5, x5, #1 +beq Tile1End + +LoopSz_1: +ld1 {v16.4s}, [x7], x6 + +// absmax = fmax(absmax, abs(x)) +fabs v16.4s, v16.4s +fmax v8.4s, v8.4s, v16.4s + +subs x5, x5, #1 +bne LoopSz_1 + +Tile1End: +// reduce max +mov v1.d[0], v8.d[1] +fmax v8.4s, v8.4s, v1.4s +mov v5.s[0], v8.s[1] +fmax v8.4s, v5.4s, v8.4s +st1 {v8.s}[0], [x1], #4 +subs x3, x3, #1 +add x0, x0, #16 // src += 1 * 4(pack) * 4(sizeof(float32_t)) +bne TILE_1 + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif \ No newline at end of file diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNDynamicQuantFP32.S b/source/backend/cpu/arm/arm64/low_memory/MNNDynamicQuantFP32.S new file mode 100644 index 000000000..2bc8984f0 --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNDynamicQuantFP32.S @@ -0,0 +1,155 @@ +// +// MNNDynamicQuantFP32.S +// MNN +// +// Created by MNN on 2023/10/31. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +.macro Round z0, z1, z2, z3 + fcvtas \z0\().4s, \z0\().4s + fcvtas \z1\().4s, \z1\().4s + fcvtas \z2\().4s, \z2\().4s + fcvtas \z3\().4s, \z3\().4s +.endm + +.macro Transpose z0, z1, z2, z3, t0, t1, t2, t3 + trn1 \t0\().4s, \z0\().4s, \z1\().4s + trn1 \t1\().4s, \z2\().4s, \z3\().4s + trn2 \t2\().4s, \z0\().4s, \z1\().4s + trn2 \t3\().4s, \z2\().4s, \z3\().4s + + trn1 \z0\().2d, \t0\().2d, \t1\().2d + trn1 \z1\().2d, \t2\().2d, \t3\().2d + trn2 \z2\().2d, \t0\().2d, \t1\().2d + trn2 \z3\().2d, \t2\().2d, \t3\().2d +.endm + +.macro Add d0, d1, d2, d3 + add \d0\().4s, \d1\().4s, \d0\().4s + add \d2\().4s, \d3\().4s, \d2\().4s + add \d0\().4s, \d0\().4s, \d2\().4s +.endm + +//void MNNDynamicQuantFP32(const float* src, int8_t* dst, const float* scale, float* sum, size_t src_depth_quad, size_t realSize) +asm_function MNNDynamicQuantFP32 + +// x0: src, x1:dst, x2:scale, x3: sum, x4:src_depth_quad, x5:realSize +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +lsl x6, x5, #2 // dst_step = batch * unit * sizeof(int8_t) = batch * 4 = batch << 2 +lsl x7, x6, #2 // src_step = dst_step * 4 (sizeof(float32_t)) = dst_step << 2 + +TILE_4: +cmp x5, #4 +blt TILE_1 +mov x9, x0 // src +mov x10, x1 // dst +//mov x11, x2 // scale +mov x12, x4 // src_depth_quad + +// quant_scale: v8, 4(batch)*sizeof(float32_t) +ld1 {v8.4s}, [x2], #16 + +// int8 sum +movi v10.4s, #0 + +LoopSz_4: +ld1 {v0.4s, v1.4s, v2.4s, v3.4s}, [x9], x7 + +// float16_t x = x * quant_scale +fmul v0.4s, v0.4s, v8.s[0] +fmul v1.4s, v1.4s, v8.s[1] +fmul v2.4s, v2.4s, v8.s[2] +fmul v3.4s, v3.4s, v8.s[3] + +// int32_t x = round(x) +Round v0, v1, v2, v3 + +// y = (int8_t)x +sqxtn v4.4h, v0.4s +sqxtn2 v4.8h, v1.4s +sqxtn v5.4h, v2.4s +sqxtn2 v5.8h, v3.4s + +sqxtn v6.8b, v4.8h +sqxtn2 v6.16b, v5.8h + +st1 {v6.16b}, [x10], x6 +// sum +Transpose v0, v1, v2, v3, v14, v15, v16, v17 +Add v0, v1, v2, v3 +add v10.4s, v0.4s, v10.4s + +subs x12, x12, #1 +bne LoopSz_4 + +Tile4End: +sub x5, x5, #4 // batch -= 4 +add x0, x0, #64 // src += 4 * 4 * sizeof(float32_t) +add x1, x1, #16 // dst += 4 * 4 * sizeof(int8_t) +//add x2, x2, #16 // scale += 4 * sizeof(float32_t) +st1 {v10.4s}, [x3], #16 +b TILE_4 + +TILE_1: +cmp x5, #1 +blt End +mov x9, x0 // src +mov x10, x1 // dst +mov x12, x4 // src_depth_quad + +// quant_scale: v8 +ld1 {v8.s}[0], [x2], #4 +movi v4.4s, #0 +LoopSz_1: +ld1 {v0.4s}, [x9], x7 + +// float16_t x = x * quant_scale +fmul v0.4s, v0.4s, v8.s[0] +// int16_t x = round(x) +fcvtas v0.4s, v0.4s + +dup v1.4s, v0.s[1] +dup v2.4s, v0.s[2] +dup v3.4s, v0.s[3] + +// y = (int8_t)x +sqxtn v7.4h, v0.4s +sqxtn v7.8b, v7.8h +// sum + +Add v0, v1, v2, v3 +add v4.4s, v0.4s, v4.4s + +st1 {v7.s}[0], [x10], x6 + +subs x12, x12, #1 +bne LoopSz_1 + +st1 {v4.s}[0], [x3], #4 +Tile1End: +subs x5, x5, #1 // batch -= 1 +add x0, x0, #16 // src += 1 * 4 * sizeof(float32_t) +add x1, x1, #4 // dst += 1 * 4 * sizeof(int8_t) +//add x2, x2, #4 // scale += 1 * sizeof(float32_t) +bne TILE_1 + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif \ No newline at end of file diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_sdot.S b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_sdot.S new file mode 100644 index 000000000..edc8e4992 --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_sdot.S @@ -0,0 +1,232 @@ +// +// MNNGemmHybridInt4_sdot.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s + fmul \d0\().4s, \d0\().4s, \s\().s[0] + fmul \d1\().4s, \d1\().4s, \s\().s[1] + fmul \d2\().4s, \d2\().4s, \s\().s[2] + fmul \d3\().4s, \d3\().4s, \s\().s[3] +.endm + +.macro Dequant c0, a0, z0, b0, s0, idx + fmul \c0\().4s, \c0\().4s, \a0\().4s + fmla \c0\().4s, \z0\().4s, \s0\().s[\idx] + fadd \c0\().4s, \c0\().4s, \b0\().4s +.endm + +asm_function MNNGemmHybridInt4FP32_sdot + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt4FP32_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #3 // x13 = src_depth_quad * UNIT * UNIT_SRC / 2(int8) = src_depth_quad * 8 = src_depth_quad << 3 + +TILE_4: + cmp x6, #4 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 +LoopSz_TILE_4: + // src : 4(batch) x [1 x 4] : v4 + // weight : 4(oc) x [1 x 4] : v0 + // dst : 4 x 4 x [1] : v16-v19 + ld1 {v0.8b}, [x25], #8 // weight + ld1 {v4.16b}, [x24], x15 // src + // int4->int8 + ushr v8.16b, v0.16b, #4 + and v9.16b, v0.16b, v14.16b + sub v8.16b, v8.16b, v15.16b + sub v9.16b, v9.16b, v15.16b + zip1 v0.16b, v8.16b, v9.16b + .inst 0x4f84e010 // sdot v16.4s, v0.16b, v4.4b[0] // batch0 + .inst 0x4fa4e011 // sdot v17.4s, v0.16b, v4.4b[1] // batch1 + .inst 0x4f84e812 // sdot v18.4s, v0.16b, v4.4b[2] // batch2 + .inst 0x4fa4e813 // sdot v19.4s, v0.16b, v4.4b[3] // batch3 + subs x26, x26, #1 + bne LoopSz_TILE_4 + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + // Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v5.4s}, [x23] // scales, 4 batch,so 4 scale + + MulScale v16, v17, v18, v19, v5 + +Tile4Dequant: + ld1 {v0.4s}, [x19], #16 // alpha + ld1 {v1.4s}, [x20], #16 // zero + ld1 {v2.4s}, [x21], #16 // bias + ld1 {v3.4s}, [x22] // sums + // alpha * sum + (zero * sums) + bias + Dequant v16, v0, v1, v2, v3, 0 + Dequant v17, v0, v1, v2, v3, 1 + Dequant v18, v0, v1, v2, v3, 2 + Dequant v19, v0, v1, v2, v3, 3 + st1 {v16.4s, v17.4s, v18.4s, v19.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #64 // dst += 4 * 4 * sizeof(float32_t) + add x1, x1, #16 // src += 4 * 4 * sizeof(int8_t) + add x11, x11, #16 // sum += 4 * sizeof(float32_t) + add x12, x12, #16 // scale += 4 * sizeof(float32_t) + b TILE_4 + +TILE_1: + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4, sizeof(float32_t)/4=sizeof(int8_t) + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 +LoopSz_TILE_1: + // src : 1(batch) x [1 x 4] : v4 + // weight : 4(oc) x [1 x 4] : v0 + // dst : 1 x 4 x [1] : v16 + ld1 {v0.8b}, [x25], #8 // weight pack*pack*0.5 + ld1 {v4.s}[0], [x24], x15 // src + // int4->int8 + ushr v8.16b, v0.16b, #4 + and v9.16b, v0.16b, v14.16b + sub v8.16b, v8.16b, v15.16b + sub v9.16b, v9.16b, v15.16b + zip1 v0.16b, v8.16b, v9.16b + + .inst 0x4f84e010 // sdot v16.4s, v0.16b, v4.4b[0] + + subs x26, x26, #1 + bne LoopSz_TILE_1 + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + scvtf v16.4s, v16.4s + // using float scale dequant for precison + ld1 {v4.s}[0], [x23] // scales + fmul v16.4s, v16.4s, v4.s[0] +Tile1Dequant: + ld1 {v0.4s}, [x19], #16 // alpha + ld1 {v1.4s}, [x20], #16 // zero + ld1 {v2.4s}, [x21], #16 // bias + ld1 {v3.s}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + fmla v2.4s, v0.4s, v16.4s + fmla v2.4s, v1.4s, v3.s[0] + st1 {v2.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + subs x6, x6, #1 // batch -= 1 + add x0, x0, #16 // dst += 1 * 4 * sizeof(float32_t) + add x1, x1, #4 // src += 1 * 4 * sizeof(int8_t) + add x11, x11, #4 // sum += 1 * sizeof(float32_t) + add x12, x12, #4 // scale += 1 * sizeof(float32_t) + bne TILE_1 + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_smmla.S b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_smmla.S new file mode 100644 index 000000000..e7e12bff6 --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt4FP32_smmla.S @@ -0,0 +1,373 @@ +// +// MNNGemmHybridInt4FP32_smmla.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s, idx0, idx1 + fmul \d0\().4s, \d0\().4s, \s\().s[\idx0] + fmul \d1\().4s, \d1\().4s, \s\().s[\idx0] + fmul \d2\().4s, \d2\().4s, \s\().s[\idx1] + fmul \d3\().4s, \d3\().4s, \s\().s[\idx1] +.endm + +.macro Dequant c0, a0, z0, b0, s0, idx + fmul \c0\().4s, \c0\().4s, \a0\().4s + fmla \c0\().4s, \z0\().4s, \s0\().s[\idx] + fadd \c0\().4s, \c0\().4s, \b0\().4s +.endm + +asm_function MNNGemmHybridInt4FP32_smmla + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt4FP32_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #5 // x13 = src_depth_quad * UNIT * UNIT_SRC / 2(int4) = src_depth_quad * 32 = src_depth_quad << 5 + +TILE_4: + cmp x6, #4 + blt TILE_2 + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4 + sub x14, x14, #64 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr + // mask + mov w27, #0x0f + dup v10.16b, w27 + // offset + mov w27, #8 + dup v11.16b, w27 +LoopSz_TILE_4: + // src : 2 x [2 x 8] : v4-5 + // weight : 4 x [2 x 8] : v0-3 + // dst : 2 x 4 x [4] : v16-23 + //ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v4.16b, v0.16b, #4 + and v5.16b, v0.16b, v10.16b + sub v4.16b, v4.16b, v11.16b + sub v5.16b, v5.16b, v11.16b + ushr v6.16b, v1.16b, #4 + and v7.16b, v1.16b, v10.16b + sub v6.16b, v6.16b, v11.16b + sub v7.16b, v7.16b, v11.16b + zip1 v0.16b, v4.16b, v5.16b + zip2 v1.16b, v4.16b, v5.16b + zip1 v2.16b, v6.16b, v7.16b + zip2 v3.16b, v6.16b, v7.16b + ld1 {v4.16b, v5.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + .inst 0x4e80a4b4 // smmla v20.4s, v5.16b, v0.16b + .inst 0x4e81a4b5 // smmla v21.4s, v5.16b, v1.16b + .inst 0x4e82a4b6 // smmla v22.4s, v5.16b, v2.16b + .inst 0x4e83a4b7 // smmla v23.4s, v5.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_4 + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + + trn1 v24.2d, v16.2d, v17.2d // batch:0 oc:0-3 + trn1 v25.2d, v18.2d, v19.2d // batch:0 oc:4-7 + trn2 v26.2d, v16.2d, v17.2d // batch:1 oc:0-3 + trn2 v27.2d, v18.2d, v19.2d // batch:1 oc:4-7 + trn1 v28.2d, v20.2d, v21.2d // batch:2 oc:0-3 + trn1 v29.2d, v22.2d, v23.2d // batch:2 oc:4-7 + trn2 v30.2d, v20.2d, v21.2d // batch:3 oc:0-3 + trn2 v31.2d, v22.2d, v23.2d // batch:3 oc:4-7 + Int32ToFloat v24, v25, v26, v27 + Int32ToFloat v28, v29, v30, v31 + // using float scale dequant for precison + ld1 {v5.4s}, [x23] // scales + MulScale v24, v25, v26, v27, v5, 0, 1 + MulScale v28, v29, v30, v31, v5, 2, 3 +Tile4Dequant: + ld1 {v0.4s, v1.4s}, [x19], #32 // alpha + ld1 {v2.4s, v3.4s}, [x20], #32 // zero + ld1 {v8.4s, v9.4s}, [x21], #32 // bias + ld1 {v6.4s}, [x22] // sums + // alpha * cusum + (zero * sums) + bias + Dequant v24, v0, v2, v8, v6, 0 // Batch0 + Dequant v25, v1, v3, v9, v6, 0 + Dequant v26, v0, v2, v8, v6, 1 // Batch1 + Dequant v27, v1, v3, v9, v6, 1 + Dequant v28, v0, v2, v8, v6, 2 // Batch2 + Dequant v29, v1, v3, v9, v6, 2 + Dequant v30, v0, v2, v8, v6, 3 // Batch3 + Dequant v31, v1, v3, v9, v6, 3 + st1 {v24.4s, v25.4s, v26.4s, v27.4s}, [x17], #64 + st1 {v28.4s, v29.4s, v30.4s, v31.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #128 // dst += 4 * 8 * sizeof(float32_t) + add x1, x1, #32 // src += 4 * 8 * sizeof(int8_t) + add x11, x11, #16 // sum += 4 * sizeof(float32_t) + add x12, x12, #16 // scale += 4 * sizeof(float32_t) + b TILE_4 + +TILE_2: + cmp x6, #2 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_2: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 +LoopSz_TILE_2: + // src : 1 x [2 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [4] : v16-19 + //ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v8.16b, v0.16b, #4 + and v9.16b, v0.16b, v14.16b + sub v8.16b, v8.16b, v15.16b + sub v9.16b, v9.16b, v15.16b + ushr v10.16b, v1.16b, #4 + and v11.16b, v1.16b, v14.16b + sub v10.16b, v10.16b, v15.16b + sub v11.16b, v11.16b, v15.16b + zip1 v0.16b, v8.16b, v9.16b + zip2 v1.16b, v8.16b, v9.16b + zip1 v2.16b, v10.16b, v11.16b + zip2 v3.16b, v10.16b, v11.16b + ld1 {v4.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_2 + +LoopSzEnd_TILE_2: + add x18, x18, x13 + sub x16, x16, #1 + trn1 v20.2d, v16.2d, v17.2d + trn1 v21.2d, v18.2d, v19.2d + trn2 v22.2d, v16.2d, v17.2d + trn2 v23.2d, v18.2d, v19.2d + Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v5.d}[0], [x23] // scales + fmul v20.4s, v20.4s, v5.s[0] + fmul v21.4s, v21.4s, v5.s[0] + fmul v22.4s, v22.4s, v5.s[1] + fmul v23.4s, v23.4s, v5.s[1] +Tile2Dequant: + ld1 {v0.4s, v1.4s}, [x19], #32 // alpha + ld1 {v2.4s, v3.4s}, [x20], #32 // zero + ld1 {v8.4s, v9.4s}, [x21], #32 // bias + ld1 {v10.d}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + Dequant v20, v0, v2, v8, v10, 0 + Dequant v21, v1, v3, v9, v10, 0 + Dequant v22, v0, v2, v8, v10, 1 + Dequant v23, v1, v3, v9, v10, 1 + st1 {v20.4s, v21.4s, v22.4s, v23.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_2 +Tile2End: + sub x6, x6, #2 // batch -= 2 + add x0, x0, #64 // dst += 2 * 8 * sizeof(float32_t) + add x1, x1, #16 // dst += 2 * 8 * sizeof(int8_t) + add x11, x11, #8 // sum += 2 * sizeof(float32_t) + add x12, x12, #8 // scale += 2 * sizeof(float32_t) + b TILE_2 + +TILE_1: + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4, sizeof(float32_t)/4=sizeof(int8_t) + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + // mask + mov w27, #0x0f + dup v14.16b, w27 + // offset + mov w27, #8 + dup v15.16b, w27 + +LoopSz_TILE_1: + // src : 1 x [1 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [2] : v16-v19 + //ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v0.16b, v1.16b}, [x25], #32 // weight + // int4 to int8: v0, v1, v2, v3 + ushr v8.16b, v0.16b, #4 + and v9.16b, v0.16b, v14.16b + sub v8.16b, v8.16b, v15.16b + sub v9.16b, v9.16b, v15.16b + ushr v10.16b, v1.16b, #4 + and v11.16b, v1.16b, v14.16b + sub v10.16b, v10.16b, v15.16b + sub v11.16b, v11.16b, v15.16b + zip1 v0.16b, v8.16b, v9.16b + zip2 v1.16b, v8.16b, v9.16b + zip1 v2.16b, v10.16b, v11.16b + zip2 v3.16b, v10.16b, v11.16b + ld1 {v4.8b}, [x24], x15 // src + .inst 0x4e84a410 // smmla v16.4s, v0.16b, v4.16b + .inst 0x4e84a431 // smmla v17.4s, v1.16b, v4.16b + .inst 0x4e84a452 // smmla v18.4s, v2.16b, v4.16b + .inst 0x4e84a473 // smmla v19.4s, v3.16b, v4.16b + + subs x26, x26, #1 + bne LoopSz_TILE_1 + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v20.4s, v16.4s, v17.4s + uzp1 v21.4s, v18.4s, v19.4s + scvtf v20.4s, v20.4s + scvtf v21.4s, v21.4s + // using float scale dequant for precison + ld1 {v4.s}[0], [x23] // scales + fmul v20.4s, v20.4s, v4.s[0] + fmul v21.4s, v21.4s, v4.s[0] +Tile1Dequant: + ld1 {v0.4s, v1.4s}, [x19], #32 // alpha + ld1 {v2.4s, v3.4s}, [x20], #32 // zero + ld1 {v12.4s, v13.4s}, [x21], #32 // bias + ld1 {v6.s}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + fmla v12.4s, v20.4s, v0.4s + fmla v13.4s, v21.4s, v1.4s + fmla v12.4s, v2.4s, v6.s[0] + fmla v13.4s, v3.4s, v6.s[0] + st1 {v12.4s, v13.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + sub x6, x6, #1 // batch -= 1 + add x0, x0, #32 // dst += 1 * 8 * sizeof(float32_t) + add x1, x1, #8 // dst += 1 * 8 * sizeof(int8_t) + add x11, x11, #4 // sum += 1 * sizeof(float32_t) + add x12, x12, #4 // scale += 1 * sizeof(float32_t) + b TILE_1 + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_sdot.S b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_sdot.S new file mode 100644 index 000000000..38817ad4b --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_sdot.S @@ -0,0 +1,209 @@ +// +// MNNGemmHybridInt8_smmla.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s + fmul \d0\().4s, \d0\().4s, \s\().s[0] + fmul \d1\().4s, \d1\().4s, \s\().s[1] + fmul \d2\().4s, \d2\().4s, \s\().s[2] + fmul \d3\().4s, \d3\().4s, \s\().s[3] +.endm + +.macro Dequant c0, a0, z0, b0, s0, idx + fmul \c0\().4s, \c0\().4s, \a0\().4s + fmla \c0\().4s, \z0\().4s, \s0\().s[\idx] + fadd \c0\().4s, \c0\().4s, \b0\().4s +.endm + +asm_function MNNGemmHybridInt8FP32_sdot + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt8FP32_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #4 // x13 = src_depth_quad * UNIT * UNIT_SRC / 1(int8) = src_depth_quad * 16 = src_depth_quad << 4 + +TILE_4: + cmp x6, #4 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + +LoopSz_TILE_4: + // src : 4(batch) x [1 x 4] : v4 + // weight : 4(oc) x [1 x 4] : v0 + // dst : 4 x 4 x [1] : v16-v19 + ld1 {v0.16b}, [x25], #16 // weight + ld1 {v4.16b}, [x24], x15 // src + .inst 0x4f84e010 // sdot v16.4s, v0.16b, v4.4b[0] // batch0 + .inst 0x4fa4e011 // sdot v17.4s, v0.16b, v4.4b[1] // batch1 + .inst 0x4f84e812 // sdot v18.4s, v0.16b, v4.4b[2] // batch2 + .inst 0x4fa4e813 // sdot v19.4s, v0.16b, v4.4b[3] // batch3 + subs x26, x26, #1 + bne LoopSz_TILE_4 + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + Int32ToFloat v16, v17, v18, v19 + // Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v5.4s}, [x23] // scales, 4 batch,so 4 scale + + MulScale v16, v17, v18, v19, v5 + +Tile4Dequant: + ld1 {v0.4s}, [x19], #16 // alpha + ld1 {v1.4s}, [x20], #16 // zero + ld1 {v2.4s}, [x21], #16 // bias + ld1 {v3.4s}, [x22] // sums + // alpha * sum + (zero * sums) + bias + Dequant v16, v0, v1, v2, v3, 0 + Dequant v17, v0, v1, v2, v3, 1 + Dequant v18, v0, v1, v2, v3, 2 + Dequant v19, v0, v1, v2, v3, 3 + st1 {v16.4s, v17.4s, v18.4s, v19.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #64 // dst += 4 * 4 * sizeof(float32_t) + add x1, x1, #16 // src += 4 * 4 * sizeof(int8_t) + add x11, x11, #16 // sum += 4 * sizeof(float32_t) + add x12, x12, #16 // scale += 4 * sizeof(float32_t) + b TILE_4 + +TILE_1: + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4, sizeof(float32_t)/4=sizeof(int8_t) + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + +LoopSz_TILE_1: + // src : 1(batch) x [1 x 4] : v4 + // weight : 4(oc) x [1 x 4] : v0 + // dst : 1 x 4 x [1] : v16 + ld1 {v0.16b}, [x25], #16 // weight + ld1 {v4.s}[0], [x24], x15 // src + .inst 0x4f84e010 // sdot v16.4s, v0.16b, v4.4b[0] + + subs x26, x26, #1 + bne LoopSz_TILE_1 + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + scvtf v16.4s, v16.4s + // using float scale dequant for precison + ld1 {v4.s}[0], [x23] // scales + fmul v16.4s, v16.4s, v4.s[0] +Tile1Dequant: + ld1 {v0.4s}, [x19], #16 // alpha + ld1 {v1.4s}, [x20], #16 // zero + ld1 {v2.4s}, [x21], #16 // bias + ld1 {v3.s}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + fmla v2.4s, v0.4s, v16.4s + fmla v2.4s, v1.4s, v3.s[0] + st1 {v2.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + sub x6, x6, #1 // batch -= 1 + add x0, x0, #16 // dst += 1 * 4 * sizeof(float32_t) + add x1, x1, #4 // src += 1 * 4 * sizeof(int8_t) + add x11, x11, #4 // sum += 1 * sizeof(float32_t) + add x12, x12, #4 // scale += 1 * sizeof(float32_t) + b TILE_1 + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_smmla.S b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_smmla.S new file mode 100644 index 000000000..82a416a06 --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNGemmHybridInt8FP32_smmla.S @@ -0,0 +1,314 @@ +// +// MNNGemmHybridInt8FP32_smmla.S +// MNN +// +// Created by MNN on 2023/11/09. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" + +.text +.align 5 + +.macro Int32ToFloat z0, z1, z2, z3 + scvtf \z0\().4s, \z0\().4s + scvtf \z1\().4s, \z1\().4s + scvtf \z2\().4s, \z2\().4s + scvtf \z3\().4s, \z3\().4s +.endm + +.macro MulScale d0, d1, d2, d3, s, idx0, idx1 + fmul \d0\().4s, \d0\().4s, \s\().s[\idx0] + fmul \d1\().4s, \d1\().4s, \s\().s[\idx0] + fmul \d2\().4s, \d2\().4s, \s\().s[\idx1] + fmul \d3\().4s, \d3\().4s, \s\().s[\idx1] +.endm + +.macro Dequant c0, a0, z0, b0, s0, idx + fmul \c0\().4s, \c0\().4s, \a0\().4s + fmla \c0\().4s, \z0\().4s, \s0\().s[\idx] + fadd \c0\().4s, \c0\().4s, \b0\().4s +.endm + +asm_function MNNGemmHybridInt8FP32_smmla + +//struct QuanPostTreatParameters { +// const float* scale; +// const int32_t* bias; +// int32_t maxValue; +// int32_t minValue; +// int32_t useInt8; +//}; + +//void MNNGemmHybridInt8FP32_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, float** param); + + +// Auto: x0: C*, x1: A*, x2:B*, x3: src_depth_quad, x4: dst_step, x5: dst_depth_quad, x6: realSize, x7: param +// load from param: x7: alpha*, x8: zero*, x9: bias*, x10: sums*, x11: scales* +stp d14, d15, [sp, #(-16 * 9)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] +stp x21, x22, [sp, #(16 * 4)] +stp x19, x20, [sp, #(16 * 5)] +stp x23, x24, [sp, #(16 * 6)] +stp x25, x26, [sp, #(16 * 7)] +stp x27, x28, [sp, #(16 * 8)] + +ldr x8, [x7, #0] +ldr x9, [x7, #8] +ldr x10, [x7, #16] +ldr x11, [x7, #24] +ldr x12, [x7, #32] + +Start: +lsl x13, x3, #6 // x13 = src_depth_quad * UNIT * UNIT_SRC / 1(int8) = src_depth_quad * 64 = src_depth_quad << 6 + +TILE_4: + cmp x6, #4 + blt TILE_2 + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4 + sub x14, x14, #64 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_4: + // dequant info for batch + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + dup v20.4s, wzr + dup v21.4s, wzr + dup v22.4s, wzr + dup v23.4s, wzr +LoopSz_TILE_4: + // src : 2 x [2 x 8] : v4-5 + // weight : 4 x [2 x 8] : v0-3 + // dst : 2 x 4 x [4] : v16-23 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.16b, v5.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + .inst 0x4e80a4b4 // smmla v20.4s, v5.16b, v0.16b + .inst 0x4e81a4b5 // smmla v21.4s, v5.16b, v1.16b + .inst 0x4e82a4b6 // smmla v22.4s, v5.16b, v2.16b + .inst 0x4e83a4b7 // smmla v23.4s, v5.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_4 + +LoopSzEnd_TILE_4: + add x18, x18, x13 + sub x16, x16, #1 + + trn1 v24.2d, v16.2d, v17.2d // batch:0 oc:0-3 + trn1 v25.2d, v18.2d, v19.2d // batch:0 oc:4-7 + trn2 v26.2d, v16.2d, v17.2d // batch:1 oc:0-3 + trn2 v27.2d, v18.2d, v19.2d // batch:1 oc:4-7 + trn1 v28.2d, v20.2d, v21.2d // batch:2 oc:0-3 + trn1 v29.2d, v22.2d, v23.2d // batch:2 oc:4-7 + trn2 v30.2d, v20.2d, v21.2d // batch:3 oc:0-3 + trn2 v31.2d, v22.2d, v23.2d // batch:3 oc:4-7 + Int32ToFloat v24, v25, v26, v27 + Int32ToFloat v28, v29, v30, v31 + // using float scale dequant for precison + ld1 {v5.4s}, [x23] // scales + MulScale v24, v25, v26, v27, v5, 0, 1 + MulScale v28, v29, v30, v31, v5, 2, 3 +Tile4Dequant: + ld1 {v0.4s, v1.4s}, [x19], #32 // alpha + ld1 {v2.4s, v3.4s}, [x20], #32 // zero + ld1 {v8.4s, v9.4s}, [x21], #32 // bias + ld1 {v6.4s}, [x22] // sums + // alpha * cusum + (zero * sums) + bias + Dequant v24, v0, v2, v8, v6, 0 // Batch0 + Dequant v25, v1, v3, v9, v6, 0 + Dequant v26, v0, v2, v8, v6, 1 // Batch1 + Dequant v27, v1, v3, v9, v6, 1 + Dequant v28, v0, v2, v8, v6, 2 // Batch2 + Dequant v29, v1, v3, v9, v6, 2 + Dequant v30, v0, v2, v8, v6, 3 // Batch3 + Dequant v31, v1, v3, v9, v6, 3 + st1 {v24.4s, v25.4s, v26.4s, v27.4s}, [x17], #64 + st1 {v28.4s, v29.4s, v30.4s, v31.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_4 +Tile4End: + sub x6, x6, #4 // bach -= 4 + add x0, x0, #128 // dst += 4 * 8 * sizeof(float32_t) + add x1, x1, #32 // src += 4 * 8 * sizeof(int8_t) + add x11, x11, #16 // sum += 4 * sizeof(float32_t) + add x12, x12, #16 // scale += 4 * sizeof(float32_t) + b TILE_4 + +TILE_2: + cmp x6, #2 + blt TILE_1 + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4 + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_2: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr +LoopSz_TILE_2: + // src : 1 x [2 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [4] : v16-19 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.16b}, [x24], x15 // src + .inst 0x4e80a490 // smmla v16.4s, v4.16b, v0.16b + .inst 0x4e81a491 // smmla v17.4s, v4.16b, v1.16b + .inst 0x4e82a492 // smmla v18.4s, v4.16b, v2.16b + .inst 0x4e83a493 // smmla v19.4s, v4.16b, v3.16b + subs x26, x26, #1 + bne LoopSz_TILE_2 + +LoopSzEnd_TILE_2: + add x18, x18, x13 + sub x16, x16, #1 + trn1 v20.2d, v16.2d, v17.2d + trn1 v21.2d, v18.2d, v19.2d + trn2 v22.2d, v16.2d, v17.2d + trn2 v23.2d, v18.2d, v19.2d + Int32ToFloat v20, v21, v22, v23 + // using float scale dequant for precison + ld1 {v5.d}[0], [x23] // scales + fmul v20.4s, v20.4s, v5.s[0] + fmul v21.4s, v21.4s, v5.s[0] + fmul v22.4s, v22.4s, v5.s[1] + fmul v23.4s, v23.4s, v5.s[1] +Tile2Dequant: + ld1 {v0.4s, v1.4s}, [x19], #32 // alpha + ld1 {v2.4s, v3.4s}, [x20], #32 // zero + ld1 {v8.4s, v9.4s}, [x21], #32 // bias + ld1 {v10.d}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + Dequant v20, v0, v2, v8, v10, 0 + Dequant v21, v1, v3, v9, v10, 0 + Dequant v22, v0, v2, v8, v10, 1 + Dequant v23, v1, v3, v9, v10, 1 + st1 {v20.4s, v21.4s, v22.4s, v23.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_2 +Tile2End: + sub x6, x6, #2 // batch -= 2 + add x0, x0, #64 // dst += 2 * 8 * sizeof(float32_t) + add x1, x1, #16 // dst += 2 * 8 * sizeof(int8_t) + add x11, x11, #8 // sum += 2 * sizeof(float32_t) + add x12, x12, #8 // scale += 2 * sizeof(float32_t) + b TILE_2 + +TILE_1: + + cmp x6, #1 + blt End + mov x14, x4 // dst_step + lsr x15, x4, #2 // src_step = dst_step / 4, sizeof(float32_t)/4=sizeof(int8_t) + mov x16, x5 // dst_depth_quad + mov x17, x0 // dst + mov x18, x2 // weight + // dequant info + mov x19, x8 // alpha + mov x20, x9 // zero + mov x21, x10 // bias +LoopDz_TILE_1: + mov x22, x11 // sums + mov x23, x12 // scales + mov x24, x1 // src + mov x25, x18 // weight + mov x26, x3 // src_depth_quad + // init + dup v16.4s, wzr + dup v17.4s, wzr + dup v18.4s, wzr + dup v19.4s, wzr + +LoopSz_TILE_1: + // src : 1 x [1 x 8] : v4 + // weight : 4 x [2 x 8] : v0-3 + // dst : 1 x 4 x [2] : v16-v19 + ld1 {v0.16b, v1.16b, v2.16b, v3.16b}, [x25], #64 // weight + ld1 {v4.8b}, [x24], x15 // src + .inst 0x4e84a410 // smmla v16.4s, v0.16b, v4.16b + .inst 0x4e84a431 // smmla v17.4s, v1.16b, v4.16b + .inst 0x4e84a452 // smmla v18.4s, v2.16b, v4.16b + .inst 0x4e84a473 // smmla v19.4s, v3.16b, v4.16b + + subs x26, x26, #1 + bne LoopSz_TILE_1 + +LoopSzEnd_TILE_1: + add x18, x18, x13 + sub x16, x16, #1 + uzp1 v20.4s, v16.4s, v17.4s + uzp1 v21.4s, v18.4s, v19.4s + scvtf v20.4s, v20.4s + scvtf v21.4s, v21.4s + // using float scale dequant for precison + ld1 {v4.s}[0], [x23] // scales + fmul v20.4s, v20.4s, v4.s[0] + fmul v21.4s, v21.4s, v4.s[0] +Tile1Dequant: + ld1 {v0.4s, v1.4s}, [x19], #32 // alpha + ld1 {v2.4s, v3.4s}, [x20], #32 // zero + ld1 {v10.4s, v11.4s}, [x21], #32 // bias + ld1 {v8.s}[0], [x22] // sums + // alpha * sum + (zero * sumx) + bias + fmla v10.4s, v20.4s, v0.4s + fmla v11.4s, v21.4s, v1.4s + fmla v10.4s, v2.4s, v8.s[0] + fmla v11.4s, v3.4s, v8.s[0] + st1 {v10.4s, v11.4s}, [x17], x14 + cmp x16, #1 + bge LoopDz_TILE_1 +Tile1End: + sub x6, x6, #1 // batch -= 1 + add x0, x0, #32 // dst += 1 * 8 * sizeof(float32_t) + add x1, x1, #8 // src += 1 * 8 * sizeof(int8_t) + add x11, x11, #4 // sum += 1 * sizeof(float32_t) + add x12, x12, #4 // scale += 1 * sizeof(float32_t) + b TILE_1 + +End: +ldp x27, x28, [sp, #(16 * 8)] +ldp x25, x26, [sp, #(16 * 7)] +ldp x23, x24, [sp, #(16 * 6)] +ldp x19, x20, [sp, #(16 * 5)] +ldp x21, x22, [sp, #(16 * 4)] +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 9) +ret + +#endif \ No newline at end of file diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNQuantScaleFP32.S b/source/backend/cpu/arm/arm64/low_memory/MNNQuantScaleFP32.S new file mode 100644 index 000000000..50b1300ba --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNQuantScaleFP32.S @@ -0,0 +1,102 @@ +// +// MNNQuantScaleFP32.S +// MNN +// +// Created by MNN on 2023/11/01. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +// void MNNQuantScaleFP32(float* absmax, float* quant_scale, float* dequant_scale, size_t thread, size_t batch) +asm_function MNNQuantScaleFP32 + +// x0:absmax, x1:quant_scale, x2:dequant_scale, x3:thread, x4:batch +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +movi v31.4s, #127 +scvtf v31.4s, v31.4s +lsl x9, x4, #2 // src_step = batch * sizeof(float32_t) + +TILE_4: +cmp x4, #4 +blt TILE_1 +mov x7, x0 // max_ptr +mov x8, x3 // thread + +// absmax: v1 +ld1 {v1.4s}, [x7], x9 +subs x8, x8, #1 +beq Tile4End + +LoopSz_4: +ld1 {v3.4s}, [x7], x9 + +// absmax = fmax(absmax, absmax[i]) +fmax v1.4s, v1.4s, v3.4s + +subs x8, x8, #1 +bne LoopSz_4 + +Tile4End: +sub x4, x4, #4 +add x0, x0, #16 +// quant_scale = 127 / absmax +// dequant_scale = absmax / 127 +fdiv v2.4s, v31.4s, v1.4s +fdiv v3.4s, v1.4s, v31.4s +st1 {v2.4s}, [x1], #16 +st1 {v3.4s}, [x2], #16 +b TILE_4 + + +TILE_1: +cmp x4, #1 +blt End +mov x7, x0 // max_ptr +mov x8, x3 // thread + +// sum: v0 +// absmax: v1 +ld1 {v1.s}[0], [x7], x9 +subs x8, x8, #1 +beq Tile1End + +LoopSz_1: +ld1 {v3.s}[0], [x7], x9 + +// absmax = fmax(absmax, absmax[i]) +fmax s1, s1, s3 + +subs x8, x8, #1 +bne LoopSz_1 + +Tile1End: +sub x4, x4, #1 +add x0, x0, #4 +// quant_scale = 127 / absmax +// dequant_scale = absmax / 127 +fdiv s2, s31, s1 +fdiv s3, s1, s31 +st1 {v2.s}[0], [x1], #4 +st1 {v3.s}[0], [x2], #4 +b TILE_1 + + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif + diff --git a/source/backend/cpu/arm/arm64/low_memory/MNNQuantSumFP32.S b/source/backend/cpu/arm/arm64/low_memory/MNNQuantSumFP32.S new file mode 100644 index 000000000..059060548 --- /dev/null +++ b/source/backend/cpu/arm/arm64/low_memory/MNNQuantSumFP32.S @@ -0,0 +1,100 @@ +// +// MNNQuantSumFP32.S +// MNN +// +// Created by MNN on 2023/11/30. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifdef __aarch64__ + +#include "MNNAsmGlobal.h" +.text +.align 5 + +//void MNNQuantSumFP32(float* sum, const float* dequant_scale, size_t thread, size_t batch) +asm_function MNNQuantSumFP32 + +// x0: sum, x1:dequant_scale, x2:thread, x3:batch +stp d14, d15, [sp, #(-16 * 4)]! +stp d12, d13, [sp, #(16 * 1)] +stp d10, d11, [sp, #(16 * 2)] +stp d8, d9, [sp, #(16 * 3)] + +Start: +lsl x9, x3, #2 // src_step = batch * sizeof(int32_t) + +TILE_4: +cmp x3, #4 +blt TILE_1 +// add x6, x0, x10 // sum_ptr +mov x6, x0 +mov x7, x2 // thread + +// sum: v0 +ld1 {v0.4s}, [x6], x9 +subs x7, x7, #1 +beq Tile4End + +LoopSz_4: +ld1 {v1.4s}, [x6], x9 + +// sum += sum[i] +add v0.4s, v0.4s, v1.4s + +subs x7, x7, #1 +bne LoopSz_4 + +Tile4End: +sub x3, x3, #4 +// load dequant_scale +ld1 {v2.4s}, [x1], #16 +// sum_half = (float)sum_int * dequant_scale +scvtf v3.4s, v0.4s +fmul v4.4s, v3.4s, v2.4s +st1 {v4.4s}, [x0], #16 +b TILE_4 + +// x0: sum, x1:dequant_scale, x2:thread, x3:batch +TILE_1: +cmp x3, #1 +blt End +mov x6, x0 +mov x7, x2 // thread + +// sum: v0 +ld1 {v0.s}[0], [x6], x9 +subs x7, x7, #1 +beq Tile1End + +LoopSz_1: +ld1 {v1.s}[0], [x6], x9 + +// sum += sum[i] +// add s0, s0, s1 +add v0.4s, v0.4s, v1.4s + +subs x7, x7, #1 +bne LoopSz_1 + +Tile1End: +sub x3, x3, #1 +// load dequant_scale +ld1 {v2.s}[0], [x1], #4 + +// sum_half = (float)sum_int * dequant_scale +scvtf v3.4s, v0.4s +fmul s4, s3, s2 +st1 {v4.s}[0], [x0], #4 +b TILE_1 + + +End: +ldp d8, d9, [sp, #(16 * 3)] +ldp d10, d11, [sp, #(16 * 2)] +ldp d12, d13, [sp, #(16 * 1)] +ldp d14, d15, [sp], #(16 * 4) +ret + +#endif + diff --git a/source/backend/cpu/bf16/BF16Binary.cpp b/source/backend/cpu/bf16/BF16Binary.cpp index ff0ac91ed..29719e7f2 100644 --- a/source/backend/cpu/bf16/BF16Binary.cpp +++ b/source/backend/cpu/bf16/BF16Binary.cpp @@ -203,37 +203,37 @@ void BF16Binary(void *dstRaw, const void *src0Raw, const void *src1Raw, const in } -struct VecBinaryAdd : std::binary_function { +struct VecBinaryAdd { Vec4Half operator()(const Vec4Half& x, const Vec4Half& y) const { return x + y; } }; -struct VecBinarySub : std::binary_function { +struct VecBinarySub { Vec4Half operator()(const Vec4Half& x, const Vec4Half& y) const { return x - y; } }; -struct VecBinaryMul : std::binary_function { +struct VecBinaryMul { Vec4Half operator()(const Vec4Half& x, const Vec4Half& y) const { return x * y; } }; -struct VecBinaryMin : std::binary_function { +struct VecBinaryMin { Vec4Half operator()(const Vec4Half& x, const Vec4Half& y) const { return Vec4Half::min(x, y); } }; -struct VecBinaryMax : std::binary_function { +struct VecBinaryMax { Vec4Half operator()(const Vec4Half& x, const Vec4Half& y) const { return Vec4Half::max(x, y); } }; -struct VecBinarySqd : std::binary_function { +struct VecBinarySqd { Vec4Half operator()(const Vec4Half& x, const Vec4Half& y) const { return (x-y)*(x-y); } diff --git a/source/backend/cpu/compute/CommonOptFunction.cpp b/source/backend/cpu/compute/CommonOptFunction.cpp index 23a5f2b55..ba8bb5f08 100644 --- a/source/backend/cpu/compute/CommonOptFunction.cpp +++ b/source/backend/cpu/compute/CommonOptFunction.cpp @@ -23,6 +23,11 @@ #include "../CPUBinary.hpp" #include "../CPUUnary.hpp" #include "../CPUPool.hpp" +#define PACK 4 +#define FLOAT float +using Vec = MNN::Math::Vec; +#include "../GridSampler.hpp" + #ifndef MNN_USE_SSE void MNNInt8ToInt16(int16_t* dest, const int8_t* source, size_t count) { // Should not be called @@ -142,7 +147,7 @@ void MNNPackC2Common(T* dst, const T* src, size_t area, size_t depth, int* areaO } template -void MNNUnpackC2Common(T* dst, const T* src, size_t area, size_t depth, int* areaOffset) { +void MNNUnpackC2Common(T* dst, const T* src, size_t area, size_t depth, int* areaOffset, int pack = 1) { int depthC2 = depth / 2; int depthRemain = depthC2 * 2; int remain = depth - depthRemain; @@ -151,24 +156,28 @@ void MNNUnpackC2Common(T* dst, const T* src, size_t area, size_t depth, int* are const T* srcOffset = src; for(z = 0; z < depthC2; ++z) { for(y = 0; y < 2; ++y) { - auto dstZ = dst + (z * 2 + y) * areaOffset[1]; - srcChannel[y] = srcOffset + y; + auto dstZ = dst + (z * 2 + y) * areaOffset[1] * pack; + srcChannel[y] = srcOffset + y * pack; for(x = 0; x < area; ++x) { - dstZ[x] = srcChannel[y][0]; - srcChannel[y] += 2; + for (int p = 0; p < pack; ++p) { + dstZ[x * pack + p] = srcChannel[y][p]; + } + srcChannel[y] += (2 * pack); } } - srcOffset += areaOffset[0] * 2; + srcOffset += areaOffset[0] * 2 * pack; } if(remain > 0){ - auto dstZ = dst + depthC2 * areaOffset[1] * 2; + auto dstZ = dst + depthC2 * areaOffset[1] * 2 * pack; for(y = 0; y < remain; ++y) { - srcChannel[y] = srcOffset + y; + srcChannel[y] = srcOffset + y * pack; for(x = 0; x < area; ++x) { - dstZ[x] = srcChannel[y][0]; - srcChannel[y] += 2; + for (int p = 0; p < pack; ++p) { + dstZ[x * pack + p] = srcChannel[y][p]; + } + srcChannel[y] += 2 * pack; } - dstZ += areaOffset[1]; + dstZ += areaOffset[1] * pack; } } } @@ -430,7 +439,6 @@ void MNNAccumulateSequenceNumber (float* dst, const float* src, int size) { } #ifndef MNN_USE_NEON - void MNNGetMatMulPackMode(int* eP, int *lP, int* hP) { *eP = 16; *lP = 1; @@ -694,6 +702,161 @@ void MNNPackedMatMulRemain_int8(float* C, const float* A, const float* B, size_t auto aStride = parameter[0] / sizeof(float); _MNNPackedMatMulRemain_int8(C, A, B, eSize, parameter, postParameters, bias, aStride, k, b); } +void MNNAbsMaxFP32(const float* source, float* absmax, size_t src_depth_quad, size_t realSize, int pack) { + // source: (ic/4, N, 4) + auto srcStep = pack * realSize; + for (int i = 0; i < realSize; ++i) { + float absmaxVal = 0.f; // absmaxVal>=0 + for (int c = 0; c < src_depth_quad; ++c) { + auto src = source + c * srcStep + i * pack; + for (int k = 0; k < pack; ++k) { + absmaxVal = std::max(absmaxVal, std::abs(src[k])); + } + } + absmax[i] = absmaxVal; + } +} +void MNNQuantScaleFP32(float* absmax, float* quant_scale, float* dequant_scale, size_t thread, size_t batch) { + for (int i = 0; i < batch; ++i) { + auto absmaxPtr = absmax + i; + float absVal = 0.f; + for (int t = 0; t < thread; ++t) { + absVal = std::max(absVal, absmaxPtr[t * batch]); + } + quant_scale[i] = 127.0f / absVal; + dequant_scale[i] = absVal / 127.0f; + } +} +void MNNQuantSumFP32(float* sum, const float* dequant_scale, size_t thread, size_t batch) { + for (int i = 0; i < batch; ++i) { + auto sumPtr = reinterpret_cast(sum) + i; + int sumVal = 0.f; + for (int t = 0; t < thread; ++t) { + sumVal += sumPtr[t * batch]; + } + sum[i] = sumVal * dequant_scale[i]; + } +} +void MNNDynamicQuantFP32(const float* src, int8_t* dst, const float* scale, float* sum, size_t src_depth_quad, size_t realSize, int pack) { +#ifdef MNN_USE_SSE + uint8_t* dstPtr = reinterpret_cast(dst); +#else + int8_t* dstPtr = dst; +#endif + for (int i = 0; i < realSize; ++i) { + auto scaleVal = scale[i]; + int acc = 0; + for (int c = 0; c < src_depth_quad; ++c) { + auto srcZ = src + c * pack * realSize + i * pack; + auto dstZ = dstPtr + c * pack * realSize + i * pack; + for (int k = 0; k < pack; ++k) { + int val = (int)roundf(srcZ[k] * scaleVal); + acc += val; + dstZ[k] = val; + } + } + ((int32_t*)sum)[i] = acc; + } +} +void MNNGemmHybridInt8FP32_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + // C:(oc/4,N,4) A:(ic/4,N,4) B:(oc/4,ic/4,4,4) + int pack = 4; + size_t weight_step = src_depth_quad * pack * pack; + const float* alpha_ptr = param[0]; + const float* zero_ptr = param[1]; + const float* bias_ptr = param[2]; + const float* sums_ptr = param[3]; + const float* scale_ptr = param[4]; + for (int ci = 0; ci < dst_depth_quad; ++ci) { + float* dstZ = C + ci * pack * realSize; + const int8_t* weight = B + ci * weight_step; + auto alpha = alpha_ptr + ci * pack; + auto zero = zero_ptr + ci * pack; + auto bias = bias_ptr + ci * pack; + //const float* sums = param[2]; + for (int j = 0; j < realSize; ++j) { + const float* sums = sums_ptr + j; + const float* scale = scale_ptr + j; + float* dstX = dstZ + j * pack; + std::vector tmp(pack); + // int8_t* weightPtr = B + weight_step; + const int8_t* srcBatch = A + j * pack; + for (int k = 0; k < src_depth_quad; ++k) { + const int8_t* srcZ = srcBatch + k * pack * realSize; + const int8_t* weightZ = weight + k * pack * pack; + for (int cn = 0; cn < pack; ++cn) { // pack for oc + const auto weightj = weightZ + cn * pack; + for (int ck = 0; ck < pack; ++ck) { // pack for ic + tmp[cn] += (int32_t)srcZ[ck] * (int32_t)weightj[ck]; + } + } + } + + // int32->float + for (int cn = 0; cn < pack; ++cn) { + float val = (float)tmp[cn] * scale[0]; + val = bias[cn] + val * alpha[cn] + zero[cn] * sums[0]; + dstX[cn] = val; + } + } + } +} +void MNNGemmHybridInt4FP32_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + // C:(oc/4,N,4) A:(ic/4,N,4) B:(oc/4,ic/4,4,4) + int pack = 4; + size_t weight_step = src_depth_quad * pack * pack * 0.5; + size_t weight_stride = pack * pack / 2; + const float* alpha_ptr = param[0]; + const float* zero_ptr = param[1]; + const float* bias_ptr = param[2]; + const float* sums_ptr = param[3]; + const float* scale_ptr = param[4]; + for (int ci = 0; ci < dst_depth_quad; ++ci) { + float* dstZ = C + ci * pack * realSize; + const int8_t* weight = B + ci * weight_step; + auto alpha = alpha_ptr + ci * pack; + auto zero = zero_ptr + ci * pack; + auto bias = bias_ptr + ci * pack; + //const float* sums = param[2]; + for (int j = 0; j < realSize; ++j) { + const float* sums = sums_ptr + j; + const float* scale = scale_ptr + j; + float* dstX = dstZ + j * pack; + int tmp[4] = {0, 0, 0, 0}; + // int8_t* weightPtr = B + weight_step; + const int8_t* srcBatch = A + j * pack; + for (int k = 0; k < src_depth_quad; ++k) { + const int8_t* srcZ = srcBatch + k * pack * realSize; + const uint8_t* weightZ = (uint8_t*)weight + k * weight_stride; + int32_t tmpw[16]; + uint32_t c = 0xf; + for (int kk = 0; kk < 8; ++kk) { + tmpw[2 * kk] = (weightZ[kk]>>4) - 8; + tmpw[2 * kk + 1] = (weightZ[kk] & c) - 8; + } + for (int cn = 0; cn < pack; ++cn) { // pack for oc + const auto weightj = tmpw + cn * pack; + for (int ck = 0; ck < pack; ++ck) { // pack for ic + tmp[cn] += (int32_t)srcZ[ck] * (int32_t)weightj[ck]; + } + } + } + + // int32->float + for (int cn = 0; cn < pack; ++cn) { + float val = (float)tmp[cn] * scale[0]; + val = bias[cn] + val * alpha[cn] + zero[cn] * sums[0]; + dstX[cn] = val; + } + } + } +} +void MNNGemmHybridInt8FP32_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + MNNGemmHybridInt8FP32_smmla(C, A, B, src_depth_quad, dst_step, dst_depth_quad, realSize, param); +} +void MNNGemmHybridInt4FP32_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + MNNGemmHybridInt4FP32_smmla(C, A, B, src_depth_quad, dst_step, dst_depth_quad, realSize, param); +} #endif void MNNPackC4ForMatMul_A(float* destOrigin, float const** sourceGroup, const int32_t* info, const int32_t* el) { @@ -1710,6 +1873,21 @@ void MNNTranspose32Bit(int32_t* dstO, const int32_t* srcO, int32_t* dim) { } } } +void MNNTranspose16Bit(int16_t* dstO, const int16_t* srcO, int32_t* dim) { + int w = dim[0]; + int h = dim[1]; + int srcStride = dim[2]; + int dstStride = dim[3]; + for (int i=0; i= height || w < 0 || w >= width) { - return -1; - } - } else { - // Clearly, CLAMP is the right way to go for GridSamplePaddingMode_BORDER - // For GridSamplePaddingMode_REFLECTION, since we have reflected the values into (-1, 1), - // the leftover reflections degrade to GridSamplePaddingMode_BORDER - h = h < 0 ? 0 : ( h > (height - 1) ? (height - 1) : h); - w = w < 0 ? 0 : ( w > (width - 1) ? (width - 1) : w); - } - return h * width * 4 + w * 4; -} - -size_t MNNGridSampleComputeOffset3D(int d, int h, int w, int depth, int height, int width, bool padMode) { +int MNNGridSampleComputeOffset3D(int d, int h, int w, int depth, int height, int width, bool padMode) { if (padMode == true) { //padMode == BorderMode_ZEROS if (h < 0 || h >= height || w < 0 || w >= width || d < 0 || d >= depth) { return -1; @@ -1998,52 +2161,6 @@ size_t MNNGridSampleComputeOffset3D(int d, int h, int w, int depth, int height, return ((d * height + h) * width + w) * 4; } -void MNNGridSampleInterp(float* outputPtr, const float* inputPtr, const float* cordPtr, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode) { - for (auto ow = 0; ow < outW; ++ow) { - auto w = cordPtr[2 * ow + 0]; - auto h = cordPtr[2 * ow + 1]; - Vec4 interp; - - if (sampleMode == true) { //sampleMode == SampleMode_NEAREST - int nh = ::floor(h + 0.5f); - int nw = ::floor(w + 0.5f); - size_t ns = MNNGridSampleComputeOffset(nh, nw, inH, inW, padMode); - for (int k = 0; k < channelCUnit; ++k) { - interp = ns == -1 ? Vec4(0.f) : Vec4::load(inputPtr + k * inOffset + ns); - Vec4::save(outputPtr + k * outOffset + 4 * ow, interp); - } - } else { //sampleMode == GridSampleMode_BILINEAR - int w0_h = ::floor(h); - int w0_w = ::floor(w); - int w1_h = ::ceil(h); - int w1_w = ::ceil(w); - auto oneV = Vec4(1.0f); - - auto f0 = Vec4((float)w1_w - w); - auto f1 = oneV - f0; - auto h0 = Vec4((float)w1_h - h); - auto h1 = oneV - h0; - - size_t s00 = MNNGridSampleComputeOffset(w0_h, w0_w, inH, inW, padMode); - size_t s01 = MNNGridSampleComputeOffset(w0_h, w1_w, inH, inW, padMode); - size_t s10 = MNNGridSampleComputeOffset(w1_h, w0_w, inH, inW, padMode); - size_t s11 = MNNGridSampleComputeOffset(w1_h, w1_w, inH, inW, padMode); - - for (int k = 0; k < channelCUnit; ++k) { - Vec4 i00 = s00 == -1 ? Vec4(0.f) : Vec4::load(inputPtr + k * inOffset + s00); - Vec4 i01 = s01 == -1 ? Vec4(0.f) : Vec4::load(inputPtr + k * inOffset + s01); - Vec4 i10 = s10 == -1 ? Vec4(0.f) : Vec4::load(inputPtr + k * inOffset + s10); - Vec4 i11 = s11 == -1 ? Vec4(0.f) : Vec4::load(inputPtr + k * inOffset + s11); - - Vec4 i0 = i00 * f0 + i01 * f1; - Vec4 i1 = i10 * f0 + i11 * f1; - - interp = i0 * h0 + i1 * h1; - Vec4::save(outputPtr + k * outOffset + 4 * ow, interp); - } - } - } -} void MNNRoiPoolingMax(float* dst, const float* src, int hLen, int wLen, int iw) { Vec4 max = Vec4(-FLT_MAX); @@ -3187,6 +3304,10 @@ void MNNCoreFunctionInit() { gCoreFunction->MNNPackedMatMulRemain_int4 = MNNPackedMatMulRemain_int4; gCoreFunction->MNNPackedMatMul_int8 = MNNPackedMatMul_int8; gCoreFunction->MNNPackedMatMulRemain_int8 = MNNPackedMatMulRemain_int8; + gCoreFunction->MNNAbsMax = MNNAbsMaxFP32; + gCoreFunction->MNNDynamicQuant = MNNDynamicQuantFP32; + gCoreFunction->MNNQuantScale = MNNQuantScaleFP32; + gCoreFunction->MNNQuantSum = MNNQuantSumFP32; #endif gCoreFunction->MNNGetSparseMatMulPackMode = MNNGetSparseMatMulPackMode; @@ -3230,6 +3351,7 @@ void MNNCoreFunctionInit() { gCoreFunction->MNNScaleAndAddBias = MNNScaleAndAddBias; gCoreFunction->MNNGridSampleComputeCord = MNNGridSampleComputeCord; gCoreFunction->MNNGridSampleInterp = MNNGridSampleInterp; + gCoreFunction->MNNGridSampleInterpGrad = MNNGridSampleInterpGrad; gCoreFunction->MNNGridSampleComputeCord3D = MNNGridSampleComputeCord3D; gCoreFunction->MNNGridSampleInterp3D = MNNGridSampleInterp3D; gCoreFunction->MNNRoiPoolingMax = MNNRoiPoolingMax; @@ -3278,6 +3400,18 @@ void MNNCoreFunctionInit() { gCoreFunction->supportFp16arith = gCPUInfo.fp16arith; gCoreFunction->supportSDot = gCPUInfo.dot; gCoreFunction->supportI8mm = gCPUInfo.i8mm; +#ifdef MNN_LOW_MEMORY + gCoreFunction->MNNGemmHybridInt8 = MNNGemmHybridInt8FP32_sdot; + gCoreFunction->MNNGemmHybridInt4 = MNNGemmHybridInt4FP32_sdot; + if (gCoreFunction->supportSDot) { + gCoreFunction->MNNGemmHybridInt8 = MNNGemmHybridInt8FP32_sdot; + gCoreFunction->MNNGemmHybridInt4 = MNNGemmHybridInt4FP32_sdot; + } + if (gCoreFunction->supportI8mm) { + gCoreFunction->MNNGemmHybridInt8 = MNNGemmHybridInt8FP32_smmla; + gCoreFunction->MNNGemmHybridInt4 = MNNGemmHybridInt4FP32_smmla; + } +#endif MNNCoreInt8FunctionInit(); MNNFunctionInit(); } @@ -3309,6 +3443,10 @@ void MNNUnpackC2(double* dst, const double* src, size_t area, size_t depth, int* MNNUnpackC2Common(dst, src, area, depth, areaOffset); } +void MNNUnpackC2Float(float* dst, const float* src, size_t area, size_t depth, int* areaOffset, int pack) { + MNNUnpackC2Common(dst, src, area, depth, areaOffset, pack); +} + void MNNPackInt8C2(float* dst, const float* src, size_t area, size_t depth, int* areaOffset) { MNNPackC2Common(dst, src, area, depth, areaOffset); } diff --git a/source/backend/cpu/compute/CommonOptFunction.h b/source/backend/cpu/compute/CommonOptFunction.h index 6bc0ebad9..b2474a3da 100644 --- a/source/backend/cpu/compute/CommonOptFunction.h +++ b/source/backend/cpu/compute/CommonOptFunction.h @@ -47,6 +47,7 @@ void MNNUnpackC4Origin(float* dst, const float* src, size_t area, size_t depth, void MNNUnpackC2(double* dst, const double* src, size_t area, size_t depth, int* areaOffset); void MNNUnpackC2Origin(double* dst, const double* src, size_t area, size_t depth, int areaOffset); +void MNNUnpackC2Float(float* dst, const float* src, size_t area, size_t depth, int* areaOffset, int pack = 1); void MNNUnpackInt8C2(float* dst, const float* src, size_t area, size_t depth, int* areaOffset); void MNNUnpackInt8C2Origin(float* dst, const float* src, size_t area, size_t depth, int areaOffset); @@ -121,6 +122,11 @@ void MNNPackedMatMul_int4(float* C, const float* A, const float* B, const size_t void MNNPackedMatMulRemain_int4(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void MNNPackedMatMul_int8(float* C, const float* A, const float* B, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void MNNPackedMatMulRemain_int8(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); +void MNNAbsMaxFP32(const float* source, float* absmax, size_t src_depth_quad, size_t realSize, int pack); +void MNNQuantScaleFP32(float* absmax, float* quant_scale, float* dequant_scale, size_t thread, size_t batch); +void MNNDynamicQuantFP32(const float* src, int8_t* dst, const float* scale, float* sum, size_t src_depth_quad, size_t realSize, int pack); +void MNNQuantSumFP32(float* sum, const float* dequant_scale, size_t thread, size_t batch); + void MNNPackForSparseMatMul_B(float* dest, unsigned int* NNZMap, int* dataOffsetMap, int sparseBlockOC, const float* source, size_t h, size_t l, const int eP, bool transpose); struct SparseMatMulParas @@ -142,6 +148,7 @@ void MNNAxByClampBroadcastUnit(float* C, const float* A, const float* B, size_t // dim: 4-element, sizeDW, sizeDH, strideSW, strideDH void MNNTranspose32Bit(int32_t* dstO, const int32_t* srcO, int32_t* dim); // not C4 +void MNNTranspose16Bit(int16_t* dstO, const int16_t* srcO, int32_t* dim); // not C4 void MNNVectorTop1Float(float* input, float* maxValue, int32_t* maxIndex, size_t inputCountUnit); void MNNVectorTop1Int32(int32_t* input, int32_t* maxValue, int32_t* maxIndex, size_t inputCountUnit); @@ -160,19 +167,16 @@ void MNNSourceTransformCommonF23(const float *source, float *dest, int unit, int void MNNConvDwF23MulTransUnit(float **cacheLine, const float *weigth, float *dest, size_t ow, const float* bias, const float* postParameter); void MNNMultiAndDestTransformCommon23(float **cacheLine, const float *weigth, float *dest, int cacheLineSize, int ow); void MNNInt8ToInt16(int16_t* dest, const int8_t* source, size_t count); +void MNNGemmHybridInt4FP32_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt8FP32_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt4FP32_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt8FP32_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt4FP16_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt8FP16_smmla(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt4FP16_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +void MNNGemmHybridInt8FP16_sdot(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); } - -void MNNGridSampleComputeCord(float* dst, const float* src, size_t inH, size_t inW, size_t outH, size_t outW, size_t stride, bool alignCorners); -void MNNGridSampleInterp(float* outputPtr, const float* inputPtr, const float* cordPtr, size_t inH, size_t inW, size_t outW, - size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode); -void MNNGridSampleComputeCord3D(float* dst, const float* src, size_t inD, size_t inH, size_t inW, size_t outD, size_t outH, size_t outW, size_t stride, bool alignCorners); -void MNNGridSampleInterp3D(float* outputPtr, const float* inputPtr, const float* cordPtr, size_t inD, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode); -void MNNRoiPoolingMax(float* dst, const float* src, int hLen, int wLen, int iw); -void MNNRoiAlignMax(float* dst, const float* src, const std::vector> &vecPos, const std::vector> &vecArea, int samplingRatioArea, int pooledHeight, int pooledWidth); -void MNNRoiAlignAvg(float* dst, const float* src, const std::vector> &vecPos, const std::vector> &vecArea, int samplingRatioArea, int pooledHeight, int pooledWidth); - - typedef void(*MNNBinaryExecute)(void* outputRaw, const void* inputRaw0, const void* inputRaw1, int elementSize, int broadcastIndex); typedef void(*MNNUnaryExecute)(void* outputRaw, const void* inputRaw, int elementSize); typedef void(*MNNUnaryExecuteInt8)(void* outputRaw, const void* inputRaw, int elementSize, QuanPrePostParameters* params); @@ -197,6 +201,12 @@ struct CoreFunctions { void(*MNNPackedMatMulRemain)(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void(*MNNPackedMatMul_int4)(float* C, const float* A, const float* B, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void(*MNNPackedMatMulRemain_int4)(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); + void(*MNNAbsMax)(const float* source, float* absmax, size_t src_depth_quad, size_t realSize, int pack); + void(*MNNQuantScale)(float* absmax, float* quant_scale, float* dequant_scale, size_t thread, size_t batch); + void(*MNNDynamicQuant)(const float* src, int8_t* dst, const float* scale, float* sum, size_t src_depth_quad, size_t realSize, int pack); + void(*MNNQuantSum)(float* sum, const float* dequant_scale, size_t thread, size_t batch); + void(*MNNGemmHybridInt4)(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); + void(*MNNGemmHybridInt8)(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); void(*MNNPackedMatMul_int8)(float* C, const float* A, const float* B, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void(*MNNPackedMatMulRemain_int8)(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); void(*MNNComputeMatMulForH_1)(const float* A, const float* B, float* C, const float* biasPtr, const MatMulParam* param, size_t tId); @@ -260,6 +270,8 @@ struct CoreFunctions { void(*MNNScaleAndAddBias)(float* dst, const float* src, const float* bias, const float* alpha, size_t planeNumber, size_t biasNumber); void(*MNNGridSampleComputeCord)(float* dst, const float* src, size_t inH, size_t inW, size_t outH, size_t outW, size_t stride, bool alignCorners); void(*MNNGridSampleInterp)(float* outputPtr, const float* inputPtr, const float* cordPtr, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode); + void (*MNNGridSampleInterpGrad)(float* outputPtr, float* inputPtr, const float* cordPtr, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode); + void(*MNNGridSampleComputeCord3D)(float* dst, const float* src, size_t inD, size_t inH, size_t inW, size_t outD, size_t outH, size_t outW, size_t stride1, size_t stride2, bool alignCorners); void(*MNNGridSampleInterp3D)(float* outputPtr, const float* inputPtr, const float* cordPtr, size_t inD, size_t inH, size_t inW, size_t outW, size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode); void(*MNNRoiPoolingMax)(float* dst, const float* src, int hLen, int wLen, int iw); diff --git a/source/backend/cpu/compute/ConvolutionFloatFactory.cpp b/source/backend/cpu/compute/ConvolutionFloatFactory.cpp index 1dc35b25f..b494ed8fc 100644 --- a/source/backend/cpu/compute/ConvolutionFloatFactory.cpp +++ b/source/backend/cpu/compute/ConvolutionFloatFactory.cpp @@ -15,6 +15,7 @@ #include "backend/cpu/compute/ConvolutionWinogradBridge.hpp" #include "backend/cpu/compute/DenseConvolutionTiledExecutor.hpp" +#include "backend/cpu/compute/ConvolutionHybrid.hpp" #ifdef MNN_USE_SPARSE_COMPUTE #include "backend/cpu/compute/SparseConvolutionTiledExecutor.hpp" #endif @@ -48,6 +49,15 @@ static Execution* _createUnit(const Tensor* input, const Tensor* output, Backend bool fastWay = common->kernelY() == 1 && common->kernelX() == 1 && output->width() == input->width() && output->height() == input->height() && common->strideX() == 1 && common->strideY() == 1; + + if (lowMemory) { + if (fastWay) { + // return new DenseConvolutionTiledExecutor(common, backend, originWeight, originWeightSize, bias, biasSize, weightQuantInfo); + return new ConvolutionHybrid(common, backend, originWeight, originWeightSize, bias, biasSize, weightQuantInfo); + } else { + return new DenseConvolutionTiledExecutor(common, backend, originWeight, originWeightSize, bias, biasSize, weightQuantInfo); + } + } if (fastWay) { return new Convolution1x1Strassen(common, backend, originWeight, originWeightSize, bias, biasSize, weightQuantInfo); } diff --git a/source/backend/cpu/compute/ConvolutionHybrid.cpp b/source/backend/cpu/compute/ConvolutionHybrid.cpp new file mode 100644 index 000000000..607d4e5ba --- /dev/null +++ b/source/backend/cpu/compute/ConvolutionHybrid.cpp @@ -0,0 +1,363 @@ +// +// ConvolutionHybrid.cpp +// MNN +// +// Created by MNN on 2023/10/26. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include "ConvolutionHybrid.hpp" +#include +#include "core/BufferAllocator.hpp" +#include "backend/cpu/CPUBackend.hpp" +#include "core/Concurrency.h" +#include "ConvOpt.h" +#include "core/Macro.h" +#include "CommonOptFunction.h" +#include "core/TensorUtils.hpp" +#include +#include "backend/cpu/compute/DenseConvolutionTiledExecutor.hpp" + +namespace MNN { + +bool ConvolutionHybrid::initQuantizeResource(std::shared_ptr int8Info, std::shared_ptr resource, int hU, int hP, int lU, int lP, int outputCount, int srcChannel, int kernelSize, int bytes) { + int weightLength = hU * lU * hP * lP; + resource->mWeight.reset(Tensor::createDevice( + {weightLength})); + auto res = resource->backend->onAcquireBuffer(resource->mWeight.get(), Backend::STATIC); + if (!res) { + return false; + } + resource->mDequantize.bits = 8; + resource->hU = hU; + resource->lU = lU; + resource->hP = hP; + resource->lP = lP; + // Reorder weight + auto dstWInt8 = resource->mWeight->host(); + auto srcWInt8 = int8Info->weight.get(); + // oc, ic -> oc/hP, ic/lP, hP, lP + for (int i = 0; i < hU; i++) { + for (int j = 0; j < lU; j++) { + for (int k = 0; k < hP; k++) { + for (int l = 0; l < lP; l++) { + dstWInt8[i * srcChannel * hP + j * hP * lP + k * lP + l] = srcWInt8[(i * hP + k) * srcChannel + (j * lP + l)]; + } + } + } + } + // Save scale bias + resource->mDequantize.mScaleBias.reset(MNN::Tensor::createDevice({hU * hP * 2})); + res = resource->backend->onAcquireBuffer(resource->mDequantize.mScaleBias.get(), Backend::STATIC); + if (!res) { + return false; + } + auto alphaPtr = resource->mDequantize.mScaleBias->host(); + auto biasPtr = reinterpret_cast(reinterpret_cast(alphaPtr) + hU * hP * bytes); + ::memset(alphaPtr, 0, 2 * hU * hP * bytes); + int h = int8Info->alpha.size(); + if (bytes == 2) { + auto core = static_cast(resource->backend)->functions(); + if (int8Info->asymmetric) { + std::unique_ptr tmp(new int16_t[h]); + core->MNNFp32ToLowp(int8Info->alpha.get(), tmp.get(), h); + for (int i=0; i< h/2; ++i) { + reinterpret_cast(alphaPtr)[i] = tmp[2 * i + 1]; + reinterpret_cast(biasPtr)[i] = tmp[2 * i]; + } + } else { + core->MNNFp32ToLowp(int8Info->alpha.get(), reinterpret_cast(alphaPtr), h); + } + } else { + if (int8Info->asymmetric) { + h = h / 2; + for (int i=0; ialpha.get()[2 * i + 1]; + biasPtr[i] = int8Info->alpha.get()[2 * i]; + } + } else { + for (int i=0; ialpha.get()[i]; + biasPtr[i] = 0.f; + } + } + } + if (int8Info->canUseInt4) { + MNN_ASSERT(weightLength % 2 == 0); + weightLength = UP_DIV(weightLength, 2); + resource->mDequantize.bits = 4; + resource->mDequantize.mLowBitWeightMap = int8Info->weightMap; + std::shared_ptr weightLow(Tensor::createDevice( + {weightLength})); + auto res = resource->backend->onAcquireBuffer(weightLow.get(), Backend::STATIC); + if (!res) { + return false; + } + auto srcPtr = resource->mWeight->host(); + auto dstPtr = weightLow->host(); + for (int i=0; i < weightLength; ++i) { + int s0 = srcPtr[2 * i + 0]; + int s1 = srcPtr[2 * i + 1]; + int d = (s0 + 8) * 16 + (s1 + 8); + dstPtr[i] = d; + } + resource->mWeight = weightLow; + } + return true; +} + +ConvolutionHybrid::ConvolutionHybrid(const Convolution2DCommon *common, Backend *b, const float *originWeight, + size_t originWeightSize, const float *bias, size_t biasSize, std::shared_ptr quantInfo) + : CPUConvolution(common, b) { + mResource.reset(new CPUConvolution::Resource); + mResource->backend = b; + if (!mResource->copyBiasAlign(bias, (int)biasSize)) { + MNN_ERROR("Not Enough Memory\n"); + mValid = false; + return; + } + MNN_ASSERT(nullptr != quantInfo.get()); + originWeightSize = quantInfo->weight.size(); + auto outputCount = (int)biasSize; + int inputCount = (int)originWeightSize / (int)biasSize * common->kernelX() * common->kernelY(); + auto core = static_cast(b)->functions(); + auto int8_core = static_cast(backend())->int8Functions(); + int unit = core->pack; + int ePack, lPack, hPack; + core->MNNGetMatMulPackMode(&ePack, &lPack, &hPack); + // printf("ePack, lPack, hPack = %d, %d, %d\n", ePack, lPack, hPack); + // printf("UNIT, SRC_UNIT, DST_XUNIT = %d, %d, %d\n", UNIT, SRC_UNIT, DST_XUNIT); + hPack = unit; + lPack = unit; + // [oc, ic] => [oc/unit, ic/src_unit, unit, src_unit] + if (unit == 4 && core->supportI8mm) { // Low Memory: use fp32 and smmla. + hPack = 8; + lPack = 8; + } + auto hU = UP_DIV(outputCount, hPack); + auto lU = UP_DIV(inputCount, lPack); + + mResource->mWeight.reset(Tensor::createDevice(std::vector{hU, lU, hPack, lPack})); + mValid = b->onAcquireBuffer(mResource->mWeight.get(), Backend::STATIC); + if (!mValid) { + MNN_ERROR("Not Enough Memory\n"); + return; + } + ConvolutionHybrid::initQuantizeResource(quantInfo, mResource, hU, hPack, lU, lPack, outputCount, (int)originWeightSize / (int)biasSize, common->kernelX() * common->kernelY(), core->bytes); +} + +ConvolutionHybrid::ConvolutionHybrid(std::shared_ptr resource, const Convolution2DCommon *common, Backend* b) : CPUConvolution(common, b) { + mResource = resource; +} + +ConvolutionHybrid::~ConvolutionHybrid() { + // Do nothing +} + +bool ConvolutionHybrid::onClone(Backend* bn, const Op* op, Execution** dst) { + if (!mValid) { + return false; + } + if (nullptr == dst) { + return true; + } + *dst = new ConvolutionHybrid(mResource, op->main_as_Convolution2D()->common(), bn); + return true; +} + +ErrorCode ConvolutionHybrid::allocTensor(Tensor* tensor, size_t size) { + tensor->buffer().type = halide_type_of(); + tensor->buffer().dimensions = 1; + tensor->buffer().dim[0].extent = size; + bool success = backend()->onAcquireBuffer(tensor, Backend::DYNAMIC); + if (!success) { + return OUT_OF_MEMORY; + } + return NO_ERROR; +} + +ErrorCode ConvolutionHybrid::allocDynamicQuantInfo(int thread, int batch, int ic, int oc, int bytes) { + // absmax: thread * batch * bytes + // sum: thread * batch * sizeof(int) + // dequant_scale: batch * bytes + // quant_scale: batch * bytes + allocTensor(&mQuantInfo.quant_info, (thread + 2) * batch * bytes + thread * batch * sizeof(int)); + if (ANeedToPack8) { + int ic8 = UP_DIV(ic, 8) * 8; + int oc8 = UP_DIV(oc, 8) * 8; + mInputTemp.reset(Tensor::createDevice({batch, 1, 1, ic8})); + mOutputTemp.reset(Tensor::createDevice({batch, 1, 1, oc8})); + bool allocSucc = backend()->onAcquireBuffer(mInputTemp.get(), Backend::DYNAMIC); + allocSucc = allocSucc && backend()->onAcquireBuffer(mOutputTemp.get(), Backend::DYNAMIC); + if (!allocSucc) { + return OUT_OF_MEMORY; + } + allocTensor(&mQuantInfo.quant_buffer, batch * ic8); + backend()->onReleaseBuffer(mInputTemp.get(), Backend::DYNAMIC); + backend()->onReleaseBuffer(mOutputTemp.get(), Backend::DYNAMIC); + } else { + allocTensor(&mQuantInfo.quant_buffer, batch * ic); + } + backend()->onReleaseBuffer(&mQuantInfo.quant_info, Backend::DYNAMIC); + backend()->onReleaseBuffer(&mQuantInfo.quant_buffer, Backend::DYNAMIC); + return NO_ERROR; +} + +ErrorCode ConvolutionHybrid::onResize(const std::vector &inputs, const std::vector &outputs) { + CPUConvolution::onResize(inputs, outputs); + auto input = inputs[0]; + auto output = outputs[0]; + auto core = static_cast(backend())->functions(); + auto int8_core = static_cast(backend())->int8Functions(); + auto inputPtr = input->host(); + auto outputPtr = output->host(); + auto weightPtr = mResource->mWeight->host(); + auto biasPtr = mResource->mBias->host(); + auto batch = output->batch(); + int ic = input->channel(); + int oc = output->channel(); + int bytes = core->bytes; + int unit = core->pack; + int eP, lP, hP; + core->MNNGetMatMulPackMode(&eP, &lP, &hP); + int UNIT, SRC_UNIT, DST_XUNIT; + int8_core->MNNGetGemmUnit(&UNIT, &SRC_UNIT, &DST_XUNIT); + hP = unit; + lP = unit; + int tileC = std::max(unit, hP); + LowMemoryGemmFuncWithInt8Weight gemmKernel; + gemmKernel = core->MNNGemmHybridInt8; + float weightBytes = 1; + if (mResource->mDequantize.bits == 4) { + weightBytes = 0.5; + gemmKernel = core->MNNGemmHybridInt4; + } + + const uint8_t* dequantAlpha = mResource->mDequantize.mScaleBias->host();; + const uint8_t* dequantBias = dequantAlpha + mResource->hU * mResource->hP * bytes;; + int threadNumber = ((CPUBackend *)backend())->threadNumber(); + auto oC4 = UP_DIV(oc, tileC); + int tileCount = UP_DIV(oC4, threadNumber); +#ifdef __aarch64__ +#define FLOAT_T float16_t +#else +#define FLOAT_T float +#endif + // GEMM/GEMV + int iC4 = UP_DIV(ic, unit); + int iTileCount = UP_DIV(iC4, threadNumber); + if (unit == 4 && core->supportI8mm) { // Low Memory: use fp32 and smmla. + ANeedToPack8 = true; + } + allocDynamicQuantInfo(threadNumber, batch, ic, oc, bytes); + mDynamicQuant = [=]() { + auto maxPtr = mQuantInfo.quant_info.host(); + auto sumPtr = maxPtr + threadNumber * batch * bytes; + auto dequantPtr = sumPtr + threadNumber * batch * sizeof(int); + auto quantPtr = dequantPtr + batch * bytes; + // compute sum and absmax + MNN_CONCURRENCY_BEGIN(tId, threadNumber) { + int workCount = iTileCount; + if (tId == threadNumber - 1) { + workCount = iC4 - tId * iTileCount; + } + int icIndex = tId * iTileCount; + auto input_ptr = reinterpret_cast(input->host() + icIndex * batch * unit * bytes); + auto max_ptr = reinterpret_cast(maxPtr + tId * batch * bytes); + core->MNNAbsMax(input_ptr, max_ptr, workCount, batch, unit); + } + MNN_CONCURRENCY_END(); + // compute scale + core->MNNQuantScale((float*)maxPtr, (float*)quantPtr, (float*)dequantPtr, threadNumber, batch); + // quant + MNN_CONCURRENCY_BEGIN(tId, threadNumber) { + int workCount = iTileCount; + if (tId == threadNumber - 1) { + workCount = iC4 - tId * iTileCount; + } + int icIndex = tId * iTileCount; + auto input_ptr = reinterpret_cast(input->host() + icIndex * batch * unit * bytes); + auto quant_ptr = mQuantInfo.quant_buffer.host() + icIndex * batch * unit; + auto scale_ptr = reinterpret_cast(quantPtr); + auto sum_ptr = reinterpret_cast(sumPtr + tId * batch * sizeof(int)); + core->MNNDynamicQuant(input_ptr, quant_ptr, scale_ptr, sum_ptr, workCount, batch, unit); + } + MNN_CONCURRENCY_END(); + // compute quant sum + core->MNNQuantSum((float*)sumPtr, (float*)dequantPtr, threadNumber, batch); + }; + mFunction.first = threadNumber; + mFunction.second = [=](int tId){ + int workCount = tileCount; + if (tId == threadNumber - 1) { + workCount = oC4 - tId * tileCount; + } + int unit_ = unit; + int tileCount_ = tileCount; + if (ANeedToPack8) { + int oC8 = UP_DIV(oc, 8); + tileCount_ = UP_DIV(oC8, threadNumber); + workCount = tileCount_; + if (tId == threadNumber - 1) { + workCount = oC8 - tId * tileCount_; + } + unit_ = 8; + } + + int ocIndex = tId * tileCount_ * unit_; + const float* finput_ptr = input->host(); + const int8_t* input_ptr = mQuantInfo.quant_buffer.host(); + const int8_t* input_ptr_tmp = mQuantInfo.quant_buffer.host(); + auto weight_ptr = mResource->mWeight->host() + static_cast(ocIndex * ic * weightBytes); + auto output_ptr = reinterpret_cast(outputs[0]->host() + ocIndex * batch * bytes); + if (ANeedToPack8) { + input_ptr = mInputTemp->host(); + output_ptr = reinterpret_cast(mOutputTemp->host() + ocIndex * batch * bytes); + } + auto bias_ptr = reinterpret_cast(mResource->mBias->host() + ocIndex * bytes); + auto alpha_ptr = reinterpret_cast(dequantAlpha + ocIndex * bytes); + auto zero_ptr = reinterpret_cast(dequantBias + ocIndex * bytes); + const uint8_t* max_ptr = mQuantInfo.quant_info.host(); + const float* sums_ptr = reinterpret_cast(max_ptr + threadNumber * batch * bytes); + const float* scale_ptr = reinterpret_cast(max_ptr + threadNumber * batch * (bytes + sizeof(int))); + size_t dst_depth_quad = workCount; + size_t src_depth_quad = ic / unit_; + size_t dst_step = batch * unit_ * bytes; + size_t realSize = batch; + const float* param[5]; + param[0] = alpha_ptr; + param[1] = zero_ptr; + param[2] = bias_ptr; + param[3] = sums_ptr; + param[4] = scale_ptr; + // naivte implemet + gemmKernel(output_ptr, input_ptr, weight_ptr, src_depth_quad, dst_step, dst_depth_quad, realSize, param); + }; + return NO_ERROR; +} + +ErrorCode ConvolutionHybrid::onExecute(const std::vector &inputs, const std::vector &outputs) { + mDynamicQuant(); + if (ANeedToPack8) { + auto core = static_cast(backend())->functions(); + auto plane_in = inputs[0]->width() * inputs[0]->height() * inputs[0]->batch(); + auto plane_out = outputs[0]->width() * outputs[0]->height() * outputs[0]->batch(); + auto depth = UP_DIV(inputs[0]->channel(), core->pack); + auto output_depth = UP_DIV(outputs[0]->channel(), core->pack); + int areaOffset[2] = {plane_out, plane_out}; + MNNPackInt8C2Origin(mInputTemp.get()->host(), mQuantInfo.quant_buffer.host(), plane_in, depth, plane_in); + MNN_CONCURRENCY_BEGIN(tId, mFunction.first) { + mFunction.second((int)tId); + } + MNN_CONCURRENCY_END(); + MNNUnpackC2Float(outputs[0]->host(), mOutputTemp.get()->host(), plane_out, output_depth, areaOffset, core->pack); + return NO_ERROR; + } + + MNN_CONCURRENCY_BEGIN(tId, mFunction.first) { + mFunction.second((int)tId); + } + MNN_CONCURRENCY_END(); + return NO_ERROR; +} +} // namespace MNN diff --git a/source/backend/cpu/compute/ConvolutionHybrid.hpp b/source/backend/cpu/compute/ConvolutionHybrid.hpp new file mode 100644 index 000000000..df260b21a --- /dev/null +++ b/source/backend/cpu/compute/ConvolutionHybrid.hpp @@ -0,0 +1,48 @@ +// +// ConvolutionHybrid.hpp +// MNN +// +// Created by MNN on 2023/10/26. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#ifndef ConvolutionHybrid_hpp +#define ConvolutionHybrid_hpp + +#include +#include "backend/cpu/CPUConvolution.hpp" + +typedef void(*LowMemoryGemmFuncWithInt8Weight)(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param); +namespace MNN { +class ConvolutionHybrid : public CPUConvolution { +public: + ConvolutionHybrid(const Convolution2DCommon *common, Backend *b, const float *originWeight, + size_t originWeightSize, const float *bias, size_t biasSize, std::shared_ptr); + ConvolutionHybrid(std::shared_ptr resource, const Convolution2DCommon *common, Backend* b); + static bool initQuantizeResource(std::shared_ptr int8Info, std::shared_ptr resource, int hU, int hP, int lU, int lP, int outputCount, int srcChannel, int kernelSize, int bytes); + + virtual ~ConvolutionHybrid(); + + virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override; + + virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override; + virtual bool onClone(Backend* bn, const Op* op, Execution** dst) override; +private: + ErrorCode allocTensor(Tensor* tensor, size_t size); + ErrorCode allocDynamicQuantInfo(int thread, int batch, int ic, int oc, int bytes); +private: + struct DynamicQuantInfo { + Tensor quant_info; + Tensor quant_buffer; + }; + std::shared_ptr mResource; + std::function mDynamicQuant; + std::pair> mFunction; + DynamicQuantInfo mQuantInfo; + bool ANeedToPack8 = false; + std::shared_ptr mInputTemp; + std::shared_ptr mOutputTemp; +}; +} // namespace MNN + +#endif /* ConvolutionHybrid_hpp */ diff --git a/source/backend/cpu/compute/DeconvolutionWithStride.cpp b/source/backend/cpu/compute/DeconvolutionWithStride.cpp index 0e5bef65f..74b78d28d 100644 --- a/source/backend/cpu/compute/DeconvolutionWithStride.cpp +++ b/source/backend/cpu/compute/DeconvolutionWithStride.cpp @@ -163,7 +163,7 @@ static void _gemmAndIm2col(const DeconvolutionWithStride::ComputeUnit& unit, int } DeconvolutionWithStride::DeconvolutionWithStride(const Tensor* input, const Op* convOp, Backend* b) - : CPUDeconvolutionCommon(input, convOp, b) { + : CPUDeconvolutionCommon(input, convOp, b, false) { auto conv2D = convOp->main_as_Convolution2D(); MNN_ASSERT(nullptr != conv2D->bias()); auto common = conv2D->common(); diff --git a/source/backend/cpu/compute/DenseConvolutionTiledExecutor.cpp b/source/backend/cpu/compute/DenseConvolutionTiledExecutor.cpp index 7a5655063..c7face27a 100644 --- a/source/backend/cpu/compute/DenseConvolutionTiledExecutor.cpp +++ b/source/backend/cpu/compute/DenseConvolutionTiledExecutor.cpp @@ -65,7 +65,7 @@ bool DenseConvolutionTiledExecutor::initQuantizeResource(std::shared_ptrmDequantize.mScaleBias->host(); - auto biasPtr = resource->mDequantize.mScaleBias->host() + hU * hP; + auto biasPtr = reinterpret_cast(reinterpret_cast(alphaPtr) + hU * hP * bytes); ::memset(alphaPtr, 0, 2 * hU * hP * bytes); int h = int8Info->alpha.size(); if (bytes == 2) { @@ -414,6 +414,9 @@ ErrorCode DenseConvolutionTiledImpl::onResize(const std::vector& inputs auto input = inputs[0]; auto weight = inputs[1]; Tensor *bias = nullptr; + if (inputs.size() > 2) { + bias = inputs[2]; + } auto core = static_cast(backend())->functions(); int bytes = core->bytes; float weightBytes = bytes; @@ -444,12 +447,11 @@ ErrorCode DenseConvolutionTiledImpl::onResize(const std::vector& inputs int LRoundup = ROUND_UP(L, lP); int LRoundupC4 = UP_DIV(LRoundup, unit); auto outputChannel = output->channel(); - ConvolutionTiledExecutor::setIm2ColParameter(mIm2ColParameters, mCommon, input, output, mPadX, mPadY, core, nullptr); - if (inputs.size() > 2) { - bias = inputs[2]; - } + auto tileC = std::max(unit, hP); + auto oC4 = UP_DIV(outputChannel, tileC); auto kernelSize = mCommon->kernelX() * mCommon->kernelY(); + ConvolutionTiledExecutor::setIm2ColParameter(mIm2ColParameters, mCommon, input, output, mPadX, mPadY, core, nullptr); mTempBufferTranspose.buffer().type = halide_type_of(); mTempBufferTranspose.buffer().dimensions = 2; mTempBufferTranspose.buffer().dim[0].extent = threadNumber; @@ -457,8 +459,6 @@ ErrorCode DenseConvolutionTiledImpl::onResize(const std::vector& inputs TensorUtils::setLinearLayout(&mTempBufferTranspose); auto plane = mIm2ColParameters.ow * mIm2ColParameters.oh * batch; int tileCount = UP_DIV(plane, eP); - auto tileC = std::max(unit, hP); - auto oC4 = UP_DIV(outputChannel, tileC); mConvPerfconfig = bestTileConvolutionConfig(mCommon, input, output, threadNumber, backend()); auto threadNumberFirst = mConvPerfconfig.isParallelInner ? threadNumber : std::min(threadNumber, tileCount); @@ -483,8 +483,8 @@ ErrorCode DenseConvolutionTiledImpl::onResize(const std::vector& inputs mFunction.second = [=](int placeholder) { #ifdef PROFILE_DETAIL - MNN_PRINT("dense conv: n:%d, ih:%d, iw:%d, ic:%d, oh:%d, ow:%d, oc:%d, kh:%d, kw:%d, plane:%d, threadNumberFirst:%d, tileCount:%d, ePack:%d, pack::%d, bytes:%d\n", - batch, src_height, src_width, ic, height, width, outputChannel, kernel_width, kernel_height, plane, threadNumberFirst, tileCount, eP, unit, bytes); + MNN_PRINT("dense conv: n:%d, ic:%d, oc:%d, kh:%d, kw:%d, plane:%d, threadNumberFirst:%d, tileCount:%d, ePack:%d, pack::%d, bytes:%d\n", + batch, ic, outputChannel, kernel_width, kernel_height, plane, threadNumberFirst, tileCount, eP, unit, bytes); #endif const float* biasPtr = bias ? bias->host() : nullptr; auto gemmBuffer = mTempBufferTranspose.host() + mTempBufferTranspose.stride(0) * 0; @@ -612,8 +612,8 @@ ErrorCode DenseConvolutionTiledImpl::onResize(const std::vector& inputs #ifdef PROFILE_DETAIL if (tId == 0) { - MNN_PRINT("dense conv: n:%d, ih:%d, iw:%d, ic:%d, oh:%d, ow:%d, oc:%d, kh:%d, kw:%d, plane:%d, tileCount:%d, ePack:%d, pack::%d, bytes:%d\n", - batch, src_height, src_width, ic, height, width, outputChannel, kernel_width, kernel_height, plane, tileCount, eP, unit, bytes); + MNN_PRINT("dense conv: n:%d, ic:%d, oc:%d, kh:%d, kw:%d, plane:%d, tileCount:%d, ePack:%d, pack::%d, bytes:%d\n", + batch, ic, outputChannel, kernel_width, kernel_height, plane, tileCount, eP, unit, bytes); } #endif const float* biasPtr = bias ? bias->host() : nullptr; diff --git a/source/backend/cpu/compute/DenseConvolutionTiledExecutor.hpp b/source/backend/cpu/compute/DenseConvolutionTiledExecutor.hpp index 910976944..2ce01634f 100644 --- a/source/backend/cpu/compute/DenseConvolutionTiledExecutor.hpp +++ b/source/backend/cpu/compute/DenseConvolutionTiledExecutor.hpp @@ -36,7 +36,7 @@ class DenseConvolutionTiledImpl : public ConvolutionTiledImpl { class DenseConvolutionTiledExecutor : public ConvolutionTiledExecutor { public: DenseConvolutionTiledExecutor(const Convolution2DCommon *common, Backend *b, const float *originWeight, - size_t originWeightSize, const float *bias, size_t biasSize, std::shared_ptr); + size_t originWeightSize, const float *bias, size_t biasSize, std::shared_ptr); DenseConvolutionTiledExecutor(std::shared_ptr res, const Convolution2DCommon *common, Backend* b); virtual ~DenseConvolutionTiledExecutor(); diff --git a/source/backend/cpu/compute/Int8FunctionsOpt.cpp b/source/backend/cpu/compute/Int8FunctionsOpt.cpp index b8ba0bd1d..baaf6337b 100644 --- a/source/backend/cpu/compute/Int8FunctionsOpt.cpp +++ b/source/backend/cpu/compute/Int8FunctionsOpt.cpp @@ -1643,22 +1643,19 @@ void MNNBinaryAddInt8 (int8_t* outputRaw, const int8_t* inputRaw0, const int8_t* const int minValue = static_cast(params->minValue) + offset; for (int i = 0; i < elementSize; ++i) { if (needBroadcast == 0) { - int32_t inp0 = static_cast(inputData0[0] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesInt32[0]); - int32_t inp1 = static_cast(inputData1[i] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesInt32[1]); + float inp0 = static_cast(inputData0[0] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesFp32[0]); + float inp1 = static_cast(inputData1[i] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesFp32[1]); sum = inp0 + inp1; } else if (needBroadcast == 1) { - int32_t inp0 = static_cast(inputData0[i] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesInt32[0]); - int32_t inp1 = static_cast(inputData1[0] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesInt32[1]); + float inp0 = static_cast(inputData0[i] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesFp32[0]); + float inp1 = static_cast(inputData1[0] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesFp32[1]); sum = inp0 + inp1; } else { - int32_t inp0 = static_cast(inputData0[i] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesInt32[0]); - int32_t inp1 = static_cast(inputData1[i] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesInt32[1]); - sum = inp0 + inp1; - } - int value = (sum + (1<<15)) / (1 << 16) + offset + static_cast(params->outputZeroPoint[0]); - if (sum < 0) { - value = (sum - (1<<15)) / (1 << 16) + offset + static_cast(params->outputZeroPoint[0]); + float inp0 = static_cast(inputData0[i] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesFp32[0]); + float inp1 = static_cast(inputData1[i] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesFp32[1]); + sum = inp0 + inp1; } + int value = (int)roundf(sum * inputScalesFp32[2]) + offset + static_cast(params->outputZeroPoint[0]); if (value > maxValue) { value = maxValue; } @@ -1686,22 +1683,19 @@ void MNNBinarySubInt8 (int8_t* outputRaw, const int8_t* inputRaw0, const int8_t* const int minValue = static_cast(params->minValue) + offset; for (int i = 0; i < elementSize; ++i) { if (needBroadcast == 0) { - int32_t inp0 = static_cast(inputData0[0] - offset - params->inputZeroPoint[0]) * static_cast(inputScalesInt32[0]); - int32_t inp1 = static_cast(inputData1[i] - offset - params->inputZeroPoint[1]) * static_cast(inputScalesInt32[1]); + float inp0 = static_cast(inputData0[0] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesFp32[0]); + float inp1 = static_cast(inputData1[i] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesFp32[1]); res = inp0 - inp1; } else if (needBroadcast == 1) { - int32_t inp0 = static_cast(inputData0[i] - offset - params->inputZeroPoint[0]) * static_cast(inputScalesInt32[0]); - int32_t inp1 = static_cast(inputData1[0] - offset - params->inputZeroPoint[1]) * static_cast(inputScalesInt32[1]); + float inp0 = static_cast(inputData0[i] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesFp32[0]); + float inp1 = static_cast(inputData1[0] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesFp32[1]); res = inp0 - inp1; } else { - int32_t inp0 = static_cast(inputData0[i] - offset - params->inputZeroPoint[0]) * static_cast(inputScalesInt32[0]); - int32_t inp1 = static_cast(inputData1[i] - offset - params->inputZeroPoint[1]) * static_cast(inputScalesInt32[1]); + float inp0 = static_cast(inputData0[i] - offset - (int32_t)params->inputZeroPoint[0]) * static_cast(inputScalesFp32[0]); + float inp1 = static_cast(inputData1[i] - offset - (int32_t)params->inputZeroPoint[1]) * static_cast(inputScalesFp32[1]); res = inp0 - inp1; } - int value = (res + (1<<15)) / (1 << 16) + offset + static_cast(params->outputZeroPoint[0]); - if (res < 0) { - value = (res - (1<<15)) / (1 << 16) + offset + static_cast(params->outputZeroPoint[0]); - } + int value = (int)roundf(res * inputScalesFp32[2]) + offset + static_cast(params->outputZeroPoint[0]); if (value > maxValue) { value = maxValue; } @@ -1781,9 +1775,9 @@ void MNNBinaryMinInt8 (int8_t* outputRaw, const int8_t* inputRaw0, const int8_t* int32_t inp1 = static_cast(inputData1[i] - offset - params->inputZeroPoint[1]) * static_cast(inputScalesInt32[1]); res = std::min(inp0, inp1); } - int value = (res + (1<<15)) / (1 << 16) + offset + static_cast(params->outputZeroPoint[0]); + int value = roundf((res + (1<<15)) / (1 << 16)) + offset + static_cast(params->outputZeroPoint[0]); if (res < 0) { - value = (res - (1<<15)) / (1 << 16) + offset + static_cast(params->outputZeroPoint[0]); + value = roundf((res - (1<<15)) / (1 << 16)) + offset + static_cast(params->outputZeroPoint[0]); } if (value > maxValue) { value = maxValue; @@ -1906,9 +1900,9 @@ void MNNScaleAndAddBiasInt8(int8_t* dst, const int8_t* src, const int32_t* bias, for (int i = 0; i < pack; ++i) { int32_t val = static_cast(srcX[i] - intputZeroPointValue) * alphaZ[i] + biasZ[i]; - int valOut = (val + (1< maxValue + offset) { diff --git a/source/backend/cpu/compute/StrassenMatmulComputor.cpp b/source/backend/cpu/compute/StrassenMatmulComputor.cpp index 028b28f52..7e8158301 100644 --- a/source/backend/cpu/compute/StrassenMatmulComputor.cpp +++ b/source/backend/cpu/compute/StrassenMatmulComputor.cpp @@ -48,6 +48,11 @@ StrassenMatrixComputor::StrassenMatrixComputor(Backend* bn, bool multithread, in mDequantBias = dequantBias; mDequantAlpha = dequantAlpha; mDequantBits = dequantBits; + auto core = static_cast(backend())->functions(); + mWeightBytes = core->bytes; + if (mDequantBits == 8 || mDequantBits == 4) { + mWeightBytes = (float)mDequantBits / 8; + } }; StrassenMatrixComputor::~StrassenMatrixComputor() { // Do nothing @@ -64,7 +69,7 @@ ErrorCode StrassenMatrixComputor::_generateTrivalMatMul(int e, int l, int h, con int eP, lP, hP; core->MNNGetMatMulPackMode(&eP, &lP, &hP); auto numberThread = mSupportMultiThread ? ((CPUBackend*)backend())->threadNumber() : 1; - auto bExtraStride = bStride - UP_DIV(l, lP)*lP*hP * core->bytes; + auto bExtraStride = bStride - UP_DIV(l, lP)*lP*hP * mWeightBytes; MNN_ASSERT(bExtraStride >= 0); auto tileBufferBasic = static_cast(backend())->getBufferAllocator()->alloc(numberThread * UP_DIV(l, lP) * eP * lP * bytes); if (tileBufferBasic.invalid()) { @@ -538,7 +543,7 @@ ErrorCode StrassenMatrixComputor::onEncode(int e, int l, int h, int as, int bs, a.offsetBytes = 0; b.stackIndex = 1; - b.lineStrideBytes = bs * core->bytes; + b.lineStrideBytes = bs * mWeightBytes; b.offsetBytes = 0; c.stackIndex = 2; diff --git a/source/backend/cpu/compute/StrassenMatmulComputor.hpp b/source/backend/cpu/compute/StrassenMatmulComputor.hpp index 64fd45138..5e24fd6bb 100644 --- a/source/backend/cpu/compute/StrassenMatmulComputor.hpp +++ b/source/backend/cpu/compute/StrassenMatmulComputor.hpp @@ -86,6 +86,7 @@ class StrassenMatrixComputor { uint8_t* mDequantAlpha = nullptr; uint8_t* mDequantBias = nullptr; int32_t mDequantBits; + float mWeightBytes = 4; }; } // namespace MNN diff --git a/source/backend/cpu/x86_x64/AVX2Functions.cpp b/source/backend/cpu/x86_x64/AVX2Functions.cpp index 592c0a8bc..d345d1f9d 100644 --- a/source/backend/cpu/x86_x64/AVX2Functions.cpp +++ b/source/backend/cpu/x86_x64/AVX2Functions.cpp @@ -44,6 +44,8 @@ bool AVX2Functions::init(int cpuFlags) { coreFunction->MNNPackedMatMulRemain_int4 = _AVX_MNNPackedMatMulRemain_int4; coreFunction->MNNPackedMatMul_int8 = _AVX_MNNPackedMatMul_int8; coreFunction->MNNPackedMatMulRemain_int8 = _AVX_MNNPackedMatMulRemain_int8; + coreFunction->MNNGemmHybridInt4 = _AVX_MNNGemmHybridInt4; + coreFunction->MNNGemmHybridInt8 = _AVX_MNNGemmHybridInt8; #endif coreFunction->MNNPackC4ForMatMul_A = _AVX_MNNPackC4ForMatMul_A; coreFunction->MNNPackForMatMul_B = _AVX_MNNPackForMatMul_B; diff --git a/source/backend/cpu/x86_x64/FunctionDispatcher.cpp b/source/backend/cpu/x86_x64/FunctionDispatcher.cpp index 26d59dd6b..b63d5f596 100644 --- a/source/backend/cpu/x86_x64/FunctionDispatcher.cpp +++ b/source/backend/cpu/x86_x64/FunctionDispatcher.cpp @@ -55,6 +55,8 @@ void MNNFunctionInit() { coreFunction->MNNPackedMatMulRemain_int4 = _SSE_MNNPackedMatMulRemain_int4; coreFunction->MNNPackedMatMul_int8 = _SSE_MNNPackedMatMul_int8; coreFunction->MNNPackedMatMulRemain_int8 = _SSE_MNNPackedMatMulRemain_int8; + coreFunction->MNNGemmHybridInt4 = _SSE_MNNGemmHybridInt4; + coreFunction->MNNGemmHybridInt8 = _SSE_MNNGemmHybridInt8; #endif coreFunction->MNNPackC4ForMatMul_A = _SSE_MNNPackC4ForMatMul_A; coreFunction->MNNPackForMatMul_B = _SSE_MNNPackForMatMul_B; diff --git a/source/backend/cpu/x86_x64/avx/FunctionSummary.hpp b/source/backend/cpu/x86_x64/avx/FunctionSummary.hpp index 43dad28b9..e2614f9ad 100644 --- a/source/backend/cpu/x86_x64/avx/FunctionSummary.hpp +++ b/source/backend/cpu/x86_x64/avx/FunctionSummary.hpp @@ -46,6 +46,10 @@ void _AVX_MNNPackedMatMul_int8(float* C, const float* A, const float* B, const s const float* postParameters, const float* bias, const float* k, const float* b); void _AVX_MNNPackedMatMulRemain_int8(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); +void _AVX_MNNGemmHybridInt4(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, + size_t dst_depth_quad, size_t realSize, const float** param); +void _AVX_MNNGemmHybridInt8(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, + size_t dst_depth_quad, size_t realSize, const float** param); #endif void _AVX_MNNPackC4ForMatMul_A(float* destOrigin, float const** sourceGroup, const int32_t* info, const int32_t* el); diff --git a/source/backend/cpu/x86_x64/avx/GemmAVX2.cpp b/source/backend/cpu/x86_x64/avx/GemmAVX2.cpp index 3ff5dc955..3133c3d6f 100644 --- a/source/backend/cpu/x86_x64/avx/GemmAVX2.cpp +++ b/source/backend/cpu/x86_x64/avx/GemmAVX2.cpp @@ -52,6 +52,179 @@ void _AVX_MNNPackedMatMulRemain_int8(float* C, const float* A, const float* B, s _AVX_MNNPackednMatMulRemainCommon_int8(C, A, B, eSize, parameter, k, b); AVX2GemmPostTreat(C, eSize, parameter, postParameters, bias); } +static __m128i _load_int4_to_int8(const uint8_t* src) { + uint8_t c = 0xf; + uint8_t temp[16]; + for (int i = 0; i < 8; ++i) { + temp[2 * i] = (src[i] >> 4); + temp[2 * i +1] = (src[i] & c); + } + auto int8_tx16 = _mm_loadu_si128((const __m128i*)temp); + return int8_tx16; +} + +void _AVX_MNNGemmHybridInt4(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, + size_t dst_depth_quad, size_t realSize, const float** param) { + int pack = 8; + size_t weight_step = src_depth_quad * pack * pack * 0.5; + size_t weight_stride = pack * pack * 0.5; + const float* alpha_ptr = param[0]; + const float* zero_ptr = param[1]; + const float* bias_ptr = param[2]; + const float* sums_ptr = param[3]; + const float* scale_ptr = param[4]; + auto one_int16 = _mm256_set1_epi16(1); + auto offset_int8 = _mm256_set1_epi8(128); + auto _int4_signed_8 = _mm256_set1_ps(8); + for (int ci = 0; ci < dst_depth_quad; ++ci) { + float* dstZ = C + ci * pack * realSize; + const int8_t* weight = B + ci * weight_step; + auto alpha = alpha_ptr + ci * pack; + auto zero = zero_ptr + ci * pack; + auto bias = bias_ptr + ci * pack; + __m256 alphaValue = _mm256_loadu_ps(alpha); + auto extra_sum = _mm256_mul_ps(_int4_signed_8, alphaValue); + for (int j = 0; j < realSize; ++j) { + const float* sums = sums_ptr + j; + const float* scale = scale_ptr + j; + float* dstX = dstZ + j * pack; + __m256 scaleValue = _mm256_set1_ps(scale[0]); + auto sum_val = _mm256_set1_ps(sums[0]); + __m256 biasValue = _mm256_add_ps(_mm256_loadu_ps(bias), _mm256_mul_ps(_mm256_sub_ps(_mm256_loadu_ps(zero), extra_sum), sum_val)); + const int8_t* srcBatch = A + j * pack; + auto oc0123_int16 = _mm256_set1_epi16(0); + auto oc4567_int16 = _mm256_set1_epi16(0); + auto oc0123_int32 = _mm256_set1_epi32(0); + auto oc4567_int32 = _mm256_set1_epi32(0); + const __m256i mask = _mm256_set1_epi8(0xf); + // auto extra = _mm256_set1_epi32(0); + for (int k = 0; k < src_depth_quad; ++k) { + auto srcZ = srcBatch + k * pack * realSize; + const uint8_t* weightZ = (uint8_t*)weight + k * weight_stride; + auto s0 = _mm256_castpd_si256(_mm256_broadcast_sd((double*)srcZ)); + auto wi4 = _mm256_castps_si256(_mm256_loadu_ps((const float*)weightZ)); + auto w_high = _mm256_and_si256(mask, _mm256_srli_epi16(wi4, 4)); + auto w_low = _mm256_and_si256(mask, wi4); + auto w0_ = _mm256_unpacklo_epi8(w_high, w_low); + auto w1_ = _mm256_unpackhi_epi8(w_high, w_low); + auto w0 = _mm256_permute2x128_si256(w0_, w1_, 0x20); + auto w1 = _mm256_permute2x128_si256(w0_, w1_, 0x31); + oc0123_int16 = _mm256_maddubs_epi16(w0, s0); // int16_t sum + oc4567_int16 = _mm256_maddubs_epi16(w1, s0); // int16_t sum + oc0123_int32 = _mm256_add_epi32(_mm256_madd_epi16(oc0123_int16, one_int16), oc0123_int32); + oc4567_int32 = _mm256_add_epi32(_mm256_madd_epi16(oc4567_int16, one_int16), oc4567_int32); + } + + auto oc0426_int32 = _mm256_unpacklo_epi32(oc0123_int32, oc4567_int32); + auto oc1537_int32 = _mm256_unpackhi_epi32(oc0123_int32, oc4567_int32); + auto tmp0 = _mm256_unpacklo_epi32(oc0426_int32, oc1537_int32); // 01452367 + auto tmp1 = _mm256_unpackhi_epi32(oc0426_int32, oc1537_int32); // 01452367 + auto tmp2 = _mm256_add_epi32(tmp0, tmp1); // 01452367 + auto oc0145 = _mm256_extractf128_si256(tmp2, 0); + auto oc2367 = _mm256_extractf128_si256(tmp2, 1); + auto oc0123 = _mm_unpacklo_epi64(oc0145, oc2367); + auto oc4567 = _mm_unpackhi_epi64(oc0145, oc2367); + + auto sum8 = _mm256_set_m128i(oc4567, oc0123); + + __m256 f0 = _mm256_cvtepi32_ps(sum8); + __m256 fs = _mm256_mul_ps(_mm256_mul_ps(f0, scaleValue), alphaValue); + fs = _mm256_add_ps(biasValue, fs); + _mm256_storeu_ps(dstX, fs); + + } + } +} +void _AVX_MNNGemmHybridInt8(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, + size_t dst_depth_quad, size_t realSize, const float** param) { + int pack = 8; + size_t weight_step = src_depth_quad * pack * pack; + const float* alpha_ptr = param[0]; + const float* zero_ptr = param[1]; + const float* bias_ptr = param[2]; + const float* sums_ptr = param[3]; + const float* scale_ptr = param[4]; + for (int ci = 0; ci < dst_depth_quad; ++ci) { + float* dstZ = C + ci * pack * realSize; + const int8_t* weight = B + ci * weight_step; + auto alpha = alpha_ptr + ci * pack; + auto zero = zero_ptr + ci * pack; + auto bias = bias_ptr + ci * pack; + __m256 alphaValue = _mm256_load_ps(alpha); + for (int j = 0; j < realSize; ++j) { + const float* sums = sums_ptr + j; + const float* scale = scale_ptr + j; + float* dstX = dstZ + j * pack; + __m256 scaleValue = _mm256_set1_ps(scale[0]); + __m256 biasValue = _mm256_add_ps(_mm256_load_ps(bias), _mm256_mul_ps(_mm256_load_ps(zero), _mm256_set1_ps(sums[0]))); + const int8_t* srcBatch = A + j * pack; + auto oc0_and_1 = _mm256_set1_epi32(0); + auto oc2_and_3 = _mm256_set1_epi32(0); + auto oc4_and_5 = _mm256_set1_epi32(0); + auto oc6_and_7 = _mm256_set1_epi32(0); + for (int k = 0; k < src_depth_quad; ++k) { + const int8_t* srcZ = srcBatch + k * pack * realSize; + const int8_t* weightZ = weight + k * pack * pack; + auto w0 = _mm_loadu_si128((__m128i const*)weightZ); // w0-1 + auto w1 = _mm_loadu_si128((__m128i const*)(weightZ + 16)); + auto w2 = _mm_loadu_si128((__m128i const*)(weightZ + 16 * 2)); + auto w3 = _mm_loadu_si128((__m128i const*)(weightZ + 16 * 3)); + auto w0_16= _mm256_cvtepi8_epi16(w0); //16xint16_t + auto w1_16= _mm256_cvtepi8_epi16(w1); + auto w2_16= _mm256_cvtepi8_epi16(w2); + auto w3_16= _mm256_cvtepi8_epi16(w3); + auto s0 = _mm_castps_si128(_mm_broadcast_ss((float*)srcZ + 0)); + auto s1 = _mm_castps_si128(_mm_broadcast_ss((float*)srcZ + 1)); + auto s0_16 = _mm256_cvtepi8_epi16(s0); + auto s1_16 = _mm256_cvtepi8_epi16(s1); + auto S_int16 = _mm256_unpacklo_epi64(s0_16, s1_16); + oc0_and_1 = _mm256_add_epi32(oc0_and_1, _mm256_madd_epi16(S_int16, w0_16)); + oc2_and_3 = _mm256_add_epi32(oc2_and_3, _mm256_madd_epi16(S_int16, w1_16)); + oc4_and_5 = _mm256_add_epi32(oc4_and_5, _mm256_madd_epi16(S_int16, w2_16)); + oc6_and_7 = _mm256_add_epi32(oc6_and_7, _mm256_madd_epi16(S_int16, w3_16)); + } + auto oc0 = _mm256_extractf128_si256(oc0_and_1, 0); + auto oc1 = _mm256_extractf128_si256(oc0_and_1, 1); + auto oc2 = _mm256_extractf128_si256(oc2_and_3, 0); + auto oc3 = _mm256_extractf128_si256(oc2_and_3, 1); + auto oc4 = _mm256_extractf128_si256(oc4_and_5, 0); + auto oc5 = _mm256_extractf128_si256(oc4_and_5, 1); + auto oc6 = _mm256_extractf128_si256(oc6_and_7, 0); + auto oc7 = _mm256_extractf128_si256(oc6_and_7, 1); + auto d0 = _mm_unpacklo_epi32(oc0, oc1); + auto d1 = _mm_unpackhi_epi32(oc0, oc1); + auto d2 = _mm_unpacklo_epi32(oc2, oc3); + auto d3 = _mm_unpackhi_epi32(oc2, oc3); + + auto e0 = _mm_unpacklo_epi64(d0, d2); + auto e1 = _mm_unpackhi_epi64(d0, d2); + auto e2 = _mm_unpacklo_epi64(d1, d3); + auto e3 = _mm_unpackhi_epi64(d1, d3); + + e0 = _mm_add_epi32(e0, e1); + e2 = _mm_add_epi32(e2, e3); + e0 = _mm_add_epi32(e0, e2); + auto r0 = _mm_unpacklo_epi32(oc4, oc5); + auto r1 = _mm_unpackhi_epi32(oc4, oc5); + auto r2 = _mm_unpacklo_epi32(oc6, oc7); + auto r3 = _mm_unpackhi_epi32(oc6, oc7); + + auto u0 = _mm_unpacklo_epi64(r0, r2); + auto u1 = _mm_unpackhi_epi64(r0, r2); + auto u2 = _mm_unpacklo_epi64(r1, r3); + auto u3 = _mm_unpackhi_epi64(r1, r3); + + u0 = _mm_add_epi32(u0, u1); + u2 = _mm_add_epi32(u2, u3); + u0 = _mm_add_epi32(u0, u2); + auto sum8 = _mm256_set_m128i(u0, e0); + __m256 f0 = _mm256_cvtepi32_ps(sum8); + __m256 fs = _mm256_mul_ps(_mm256_mul_ps(f0, scaleValue), alphaValue); + fs = _mm256_add_ps(biasValue, fs); + _mm256_storeu_ps(dstX, fs); + } + } +} #endif void _AVX_MNNComputeMatMulForE_1(const float* A, const float* B, float* C, const float* biasPtr, const MatMulParam* param, size_t tId) { diff --git a/source/backend/cpu/x86_x64/avx/PackedFunction.cpp b/source/backend/cpu/x86_x64/avx/PackedFunction.cpp index 0bfb93cdc..eb006312c 100644 --- a/source/backend/cpu/x86_x64/avx/PackedFunction.cpp +++ b/source/backend/cpu/x86_x64/avx/PackedFunction.cpp @@ -17,6 +17,11 @@ #include "backend/cpu/BinaryUtils.hpp" #include "Vec8.hpp" #define PACK_UNIT 8 +#define PACK PACK_UNIT +#define FLOAT float +using Vec = Vec8; +#include "backend/cpu/GridSampler.hpp" + extern "C" { void _AVX_MNNCopyC4WithStride(const float* source, float* dest, size_t srcStride, size_t dstStride, size_t count); void _AVX_MNNAddC4WithStride(const float* source, float* dest, size_t srcStride, size_t dstStride, size_t count); @@ -26,8 +31,6 @@ void _AVX_MNNDeconvRunForUnitDepthWise(const float* dst, float* src, const float void _AVX_MNNDeconvRunForLineDepthwise(const float* dst, float* src, const float* weight, size_t width, size_t src_w_setup, size_t fw, size_t fh, size_t dilateX_step, size_t dilateY_step); void _AVX_MNNGridSampleComputeCord(float* dst, const float* src, size_t inH, size_t inW, size_t outH, size_t outW, size_t stride, bool alignCorners); -void _AVX_MNNGridSampleInterp(float* outputPtr, const float* inputPtr, const float* cordPtr, size_t inH, size_t inW, size_t outW, - size_t channelCUnit, size_t inOffset, size_t outOffset, bool sampleMode, bool padMode); void _AVX_MNNRoiPoolingMax(float* dst, const float* src, int hLen, int wLen, int iw); void _AVX_MNNRoiAlignMax(float* dst, const float* src, const std::vector> &vecPos, const std::vector> &vecArea, int samplingRatioArea, int pooledHeight, int pooledWidth); void _AVX_MNNRoiAlignAvg(float* dst, const float* src, const std::vector> &vecPos, const std::vector> &vecArea, int samplingRatioArea, int pooledHeight, int pooledWidth); @@ -875,7 +878,8 @@ void _AVX_ExtraInit(void* functions) { coreFunction->MNNDeconvRunForLineDepthwise = _AVX_MNNDeconvRunForLineDepthwise; coreFunction->MNNDeconvRunForUnitDepthWise = _AVX_MNNDeconvRunForUnitDepthWise; coreFunction->MNNGridSampleComputeCord = _AVX_MNNGridSampleComputeCord; - coreFunction->MNNGridSampleInterp = _AVX_MNNGridSampleInterp; + coreFunction->MNNGridSampleInterp = MNNGridSampleInterp; + coreFunction->MNNGridSampleInterpGrad = MNNGridSampleInterpGrad; coreFunction->MNNGridSampleComputeCord3D = _AVX_MNNGridSampleComputeCord3D; coreFunction->MNNGridSampleInterp3D = _AVX_MNNGridSampleInterp3D; coreFunction->MNNRoiPoolingMax = _AVX_MNNRoiPoolingMax; diff --git a/source/backend/cpu/x86_x64/avx/Vec8.hpp b/source/backend/cpu/x86_x64/avx/Vec8.hpp index dc2cdb4b9..ff2b16816 100644 --- a/source/backend/cpu/x86_x64/avx/Vec8.hpp +++ b/source/backend/cpu/x86_x64/avx/Vec8.hpp @@ -73,7 +73,7 @@ r4 = t4, r5 = t5, r6 = t6, r7 = t7;\ struct Vec8 { using VecType = Vec8; __m256 value; - __m256 one = _mm256_set1_ps(1.0f); + VecType operator+(const VecType& lr) const { VecType dst = { _mm256_add_ps(value, lr.value) }; return dst; @@ -104,26 +104,31 @@ struct Vec8 { return *this; } VecType operator==(const VecType& lr) const { + __m256 one = _mm256_set1_ps(1.0f); __m256 mask = _mm256_cmp_ps(value, lr.value, 0); VecType dst = { _mm256_and_ps(one, mask) } ; return dst; } VecType operator>(const VecType& lr) { + __m256 one = _mm256_set1_ps(1.0f); __m256 mask = _mm256_cmp_ps(value, lr.value, 14); VecType dst = { _mm256_and_ps(one, mask) } ; return dst; } VecType operator>=(const VecType& lr) { + __m256 one = _mm256_set1_ps(1.0f); __m256 mask = _mm256_cmp_ps(value, lr.value, 0x0D); VecType dst = { _mm256_and_ps(one, mask) } ; return dst; } VecType operator<(const VecType& lr) { + __m256 one = _mm256_set1_ps(1.0f); __m256 mask = _mm256_cmp_ps(value, lr.value, 0x01); VecType dst = { _mm256_and_ps(one, mask) } ; return dst; } VecType operator<=(const VecType& lr) { + __m256 one = _mm256_set1_ps(1.0f); __m256 mask = _mm256_cmp_ps(value, lr.value, 0x02); VecType dst = { _mm256_and_ps(one, mask) } ; return dst; diff --git a/source/backend/cpu/x86_x64/avx512/PackedFunction.cpp b/source/backend/cpu/x86_x64/avx512/PackedFunction.cpp index 732833db6..634d7b4a8 100644 --- a/source/backend/cpu/x86_x64/avx512/PackedFunction.cpp +++ b/source/backend/cpu/x86_x64/avx512/PackedFunction.cpp @@ -17,6 +17,10 @@ #include "backend/cpu/BinaryUtils.hpp" #include "Vec16.hpp" #define PACK_UNIT 16 +#define PACK PACK_UNIT +#define FLOAT float +using Vec = Vec16; +#include "backend/cpu/GridSampler.hpp" void _AVX512_MNNCopyC4WithStride(const float* source, float* dest, size_t srcStride, size_t dstStride, size_t count) { for (int i = 0; i < count; ++i) { @@ -709,10 +713,11 @@ void _AVX512_ExtraInit(void* functions) { coreFunction->MNNDeconvRunForLineDepthwise = _AVX512_MNNDeconvRunForLineDepthwise; coreFunction->MNNDeconvRunForUnitDepthWise = _AVX512_MNNDeconvRunForUnitDepthWise; coreFunction->MNNGridSampleComputeCord = _AVX512_MNNGridSampleComputeCord; - coreFunction->MNNGridSampleInterp = _AVX512_MNNGridSampleInterp; coreFunction->MNNRoiPoolingMax = _AVX512_MNNRoiPoolingMax; coreFunction->MNNRoiAlignMax = _AVX512_MNNRoiAlignMax; coreFunction->MNNRoiAlignAvg = _AVX512_MNNRoiAlignAvg; + coreFunction->MNNGridSampleInterp = MNNGridSampleInterp; + coreFunction->MNNGridSampleInterpGrad = MNNGridSampleInterpGrad; coreFunction->MNNGetSparseMatMulPackMode = _AVX512_MNNGetSparseMatMulPackMode; coreFunction->MNNAdjustOptimalSparseKernel = _AVX512_MNNAdjustOptimalSparseKernel; diff --git a/source/backend/cpu/x86_x64/sse/FunctionSummary.hpp b/source/backend/cpu/x86_x64/sse/FunctionSummary.hpp index 55d2b7c7d..509955c0b 100644 --- a/source/backend/cpu/x86_x64/sse/FunctionSummary.hpp +++ b/source/backend/cpu/x86_x64/sse/FunctionSummary.hpp @@ -59,6 +59,10 @@ void _SSE_MNNPackedMatMul_int8(float* C, const float* A, const float* B, const s const float* postParameters, const float* bias, const float* k, const float* b); void _SSE_MNNPackedMatMulRemain_int8(float* C, const float* A, const float* B, size_t eSize, const size_t* parameter, const float* postParameters, const float* bias, const float* k, const float* b); +void _SSE_MNNGemmHybridInt4(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, + size_t dst_depth_quad, size_t realSize, const float** param); +void _SSE_MNNGemmHybridInt8(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, + size_t dst_depth_quad, size_t realSize, const float** param); #endif void _SSE_MNNPackC4ForMatMul_A(float* destOrigin, float const** sourceGroup, const int32_t* info, const int32_t* el); void _SSE_MNNConvRunForLineDepthwise(float* dst, const float* src, const float* weight, size_t width, size_t src_w_setup, diff --git a/source/backend/cpu/x86_x64/sse/GemmFunction.hpp b/source/backend/cpu/x86_x64/sse/GemmFunction.hpp index 2541b9b2c..7e0c4e583 100644 --- a/source/backend/cpu/x86_x64/sse/GemmFunction.hpp +++ b/source/backend/cpu/x86_x64/sse/GemmFunction.hpp @@ -643,4 +643,162 @@ static void _SSE_MNNPackednMatMulRemainCommon_int8(float* C, const float* A, con } } } +// int4 -> int8 +static inline __m128i _load_int4_to_int8(const uint8_t* src) { + uint8_t c = 0xf; + int32_t data[4]; + int8_t temp[16]; + for (int i = 0; i < 8; ++i) { + temp[2 * i] = (src[i] >> 4) - 8; + temp[2 * i +1] = (src[i] & c) - 8; + } + auto int8_tx16 = _mm_loadu_si128((const __m128i*)temp); + return int8_tx16; +} +static void _SSE_MNNGemmHybrid_int4(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + // C:(oc/4,N,4) A:(ic/4,N,4) B:(oc/4,ic/4,4,4) + int pack = 4; + __m128i zero_128i = _mm_set1_epi32(0); + size_t weight_step = src_depth_quad * pack * pack * 0.5; + size_t weight_stride = pack * pack * 0.5; + const float* alpha_ptr = param[0]; + const float* zero_ptr = param[1]; + const float* bias_ptr = param[2]; + const float* sums_ptr = param[3]; + const float* scale_ptr = param[4]; + std::vector tmpsrc(16, 0); + + for (int ci = 0; ci < dst_depth_quad; ++ci) { + float* dstZ = C + ci * pack * realSize; + const int8_t* weight = B + ci * weight_step; + auto alpha = alpha_ptr + ci * pack; + auto zero = zero_ptr + ci * pack; + auto bias = bias_ptr + ci * pack; + __m128 alphaValue = _mm_load_ps(alpha); + //const float* sums = param[2]; + for (int j = 0; j < realSize; ++j) { + const float* sums = sums_ptr + j; + const float* scale = scale_ptr + j; + float* dstX = dstZ + j * pack; + __m128i sum4 = _mm_set1_epi32(0); + __m128 scaleValue = _mm_set1_ps(scale[0]); + __m128 biasValue = _mm_add_ps(_mm_load_ps(bias), _mm_mul_ps(_mm_load_ps(zero), _mm_set1_ps(sums[0]))); + const int8_t* srcBatch = A + j * pack; + for (int k = 0; k < src_depth_quad; ++k) { + const int8_t* srcZ = srcBatch + k * pack * realSize; + const uint8_t* weightZ = (uint8_t*)weight + k * weight_stride; + auto w0 = _load_int4_to_int8(weightZ); + + ::memcpy(tmpsrc.data(), srcZ, 4 * sizeof(int8_t)); + auto s0 = _mm_loadu_si128((const __m128i*)tmpsrc.data()); + // src,weight: int8->int16 + auto s0_16 = _mm_srai_epi16(_mm_unpacklo_epi8(zero_128i, s0), 8); + auto w0_16 = _mm_srai_epi16(_mm_unpacklo_epi8(zero_128i, w0), 8); + auto w1_16 = _mm_srai_epi16(_mm_unpackhi_epi8(zero_128i, w0), 8); + auto w2_16 = _mm_unpackhi_epi64(w0_16, zero_128i); + auto w3_16 = _mm_unpackhi_epi64(w1_16, zero_128i); + + auto oc0 = _mm_madd_epi16(s0_16, w0_16); + auto oc1 = _mm_madd_epi16(s0_16, w2_16); + auto oc2 = _mm_madd_epi16(s0_16, w1_16); + auto oc3 = _mm_madd_epi16(s0_16, w3_16); + + auto d0 = _mm_unpacklo_epi32(oc0, oc1); + auto d1 = _mm_unpackhi_epi32(oc0, oc1); + auto d2 = _mm_unpacklo_epi32(oc2, oc3); + auto d3 = _mm_unpackhi_epi32(oc2, oc3); + + auto e0 = _mm_unpacklo_epi64(d0, d2); + auto e1 = _mm_unpackhi_epi64(d0, d2); + auto e2 = _mm_unpacklo_epi64(d1, d3); + auto e3 = _mm_unpackhi_epi64(d1, d3); + + e0 = _mm_add_epi32(e0, e1); + e2 = _mm_add_epi32(e2, e3); + e0 = _mm_add_epi32(e0, e2); + + sum4 = _mm_add_epi32(e0, sum4); + + } + __m128 f0 = _mm_cvtepi32_ps(sum4); + __m128 fs = _mm_mul_ps(_mm_mul_ps(f0, scaleValue), alphaValue); + fs = _mm_add_ps(biasValue, fs); + _mm_storeu_ps(dstX, fs); + } + } +} +static void _SSE_MNNGemmHybrid_int8(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + // C:(oc/4,N,4) A:(ic/4,N,4) B:(oc/4,ic/4,4,4) + int pack = 4; + __m128i zero_128i = _mm_set1_epi32(0); + size_t weight_step = src_depth_quad * pack * pack; + size_t weight_stride = pack * pack; + const float* alpha_ptr = param[0]; + const float* zero_ptr = param[1]; + const float* bias_ptr = param[2]; + const float* sums_ptr = param[3]; + const float* scale_ptr = param[4]; + std::vector tmpsrc(16, 0); + + for (int ci = 0; ci < dst_depth_quad; ++ci) { + float* dstZ = C + ci * pack * realSize; + const int8_t* weight = B + ci * weight_step; + auto alpha = alpha_ptr + ci * pack; + auto zero = zero_ptr + ci * pack; + auto bias = bias_ptr + ci * pack; + __m128 alphaValue = _mm_load_ps(alpha); + //const float* sums = param[2]; + for (int j = 0; j < realSize; ++j) { + const float* sums = sums_ptr + j; + const float* scale = scale_ptr + j; + float* dstX = dstZ + j * pack; + + __m128i sum4 = _mm_set1_epi32(0); + __m128 scaleValue = _mm_set1_ps(scale[0]); + __m128 biasValue = _mm_add_ps(_mm_load_ps(bias), _mm_mul_ps(_mm_load_ps(zero), _mm_set1_ps(sums[0]))); + const int8_t* srcBatch = A + j * pack; + for (int k = 0; k < src_depth_quad; ++k) { + const int8_t* srcZ = srcBatch + k * pack * realSize; + const int8_t* weightZ = weight + k * weight_stride; + auto w0 = _mm_loadu_si128((__m128i*)(weightZ)); // 16xint8_t weight + + ::memcpy(tmpsrc.data(), srcZ, 4 * sizeof(int8_t)); + auto s0 = _mm_loadu_si128((const __m128i*)tmpsrc.data()); + // src,weight: int8->int16 +// auto s0_16 = _mm_unpacklo_epi8(s0, zero_128i); + auto s0_16 = _mm_srai_epi16(_mm_unpacklo_epi8(zero_128i, s0), 8); + auto w0_16 = _mm_srai_epi16(_mm_unpacklo_epi8(zero_128i, w0), 8); + auto w1_16 = _mm_srai_epi16(_mm_unpackhi_epi8(zero_128i, w0), 8); + auto w2_16 = _mm_unpackhi_epi64(w0_16, zero_128i); + auto w3_16 = _mm_unpackhi_epi64(w1_16, zero_128i); + + auto oc0 = _mm_madd_epi16(s0_16, w0_16); + auto oc1 = _mm_madd_epi16(s0_16, w2_16); + auto oc2 = _mm_madd_epi16(s0_16, w1_16); + auto oc3 = _mm_madd_epi16(s0_16, w3_16); + + auto d0 = _mm_unpacklo_epi32(oc0, oc1); + auto d1 = _mm_unpackhi_epi32(oc0, oc1); + auto d2 = _mm_unpacklo_epi32(oc2, oc3); + auto d3 = _mm_unpackhi_epi32(oc2, oc3); + + auto e0 = _mm_unpacklo_epi64(d0, d2); + auto e1 = _mm_unpackhi_epi64(d0, d2); + auto e2 = _mm_unpacklo_epi64(d1, d3); + auto e3 = _mm_unpackhi_epi64(d1, d3); + + e0 = _mm_add_epi32(e0, e1); + e2 = _mm_add_epi32(e2, e3); + e0 = _mm_add_epi32(e0, e2); + + sum4 = _mm_add_epi32(e0, sum4); + + } + __m128 f0 = _mm_cvtepi32_ps(sum4); + __m128 fs = _mm_mul_ps(_mm_mul_ps(f0, scaleValue), alphaValue); + fs = _mm_add_ps(biasValue, fs); + _mm_storeu_ps(dstX, fs); + } + } +} #endif diff --git a/source/backend/cpu/x86_x64/sse/GemmSSE.cpp b/source/backend/cpu/x86_x64/sse/GemmSSE.cpp index 499591b0e..5fa53793e 100644 --- a/source/backend/cpu/x86_x64/sse/GemmSSE.cpp +++ b/source/backend/cpu/x86_x64/sse/GemmSSE.cpp @@ -58,4 +58,11 @@ void _SSE_MNNPackedMatMulRemain_int8(float* C, const float* A, const float* B, s _SSE_MNNPackednMatMulRemainCommon_int8(C, A, B, eSize, parameter, postParameters, bias, k, b); _SSE_GemmPostTreat(C, eSize, parameter, postParameters, bias); } + +void _SSE_MNNGemmHybridInt4(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + _SSE_MNNGemmHybrid_int4(C, A, B, src_depth_quad, dst_step, dst_depth_quad, realSize, param); +} +void _SSE_MNNGemmHybridInt8(float* C, const int8_t* A, const int8_t* B, size_t src_depth_quad, size_t dst_step, size_t dst_depth_quad, size_t realSize, const float** param) { + _SSE_MNNGemmHybrid_int8(C, A, B, src_depth_quad, dst_step, dst_depth_quad, realSize, param); +} #endif diff --git a/source/backend/cpu/x86_x64/sse/ReorderFunctions.cpp b/source/backend/cpu/x86_x64/sse/ReorderFunctions.cpp index b2106a572..027c82e09 100644 --- a/source/backend/cpu/x86_x64/sse/ReorderFunctions.cpp +++ b/source/backend/cpu/x86_x64/sse/ReorderFunctions.cpp @@ -59,6 +59,23 @@ void MNNTranspose32Bit(int32_t* dstO, const int32_t* srcO, int32_t* dim) { } } +void MNNTranspose16Bit(int16_t* dstO, const int16_t* srcO, int32_t* dim) { + // TODO: support sse + int w = dim[0]; + int h = dim[1]; + int srcStride = dim[2]; + int dstStride = dim[3]; + for (int i=0; i code, std::vector compile_params) { + std::vector param; + auto ptx_code = + CUDANVRTCCompile(code, param, mCUDARuntime->compute_capability(), false); + + MNN_CUDA_SAFE_CALL(cuModuleLoadDataEx(dst, ptx_code.c_str(), 0, 0, 0)); +} +#endif + Execution* CUDABackend::onCreate(const std::vector& inputs, const std::vector& outputs, const MNN::Op* op) { // #ifdef LOG_VERBOSE @@ -270,21 +281,23 @@ Execution* CUDABackend::onCreate(const std::vector& inputs, const std:: #ifdef MNN_CODEGEN_CUDA if(op->type() == OpType_Extra) { - auto extra = op->main_as_Extra(); - std::string source(reinterpret_cast(extra->info()->data())); - auto kernel_name = extra->type()->c_str(); - std::string kernel_source = source; - - std::pair kernelInfo = std::make_pair(kernel_name, kernel_source.c_str()); - if(mKernelCuModuleMap.find(kernelInfo) == mKernelCuModuleMap.end()) { - // printf("\n%s\n\n%s !!!!\n", kernel_source.c_str(), kernel_name); - std::vector param; - bool includeHeadFile = mUseFp16AsFp32; - auto ptx_code = - CUDANVRTCCompile(kernelInfo, param, mCUDARuntime->compute_capability(), includeHeadFile); - - MNN_CUDA_SAFE_CALL(cuModuleLoadDataEx(&mCuModule, ptx_code.c_str(), 0, 0, 0)); - mKernelCuModuleMap.insert(std::pair, CUmodule>(kernelInfo, mCuModule)); + if (!FuseExecutionV2::check(op)) { + auto extra = op->main_as_Extra(); + std::string source(reinterpret_cast(extra->info()->data())); + auto kernel_name = extra->type()->c_str(); + std::string kernel_source = source; + + std::pair kernelInfo = std::make_pair(kernel_name, kernel_source.c_str()); + if(mKernelCuModuleMap.find(kernelInfo) == mKernelCuModuleMap.end()) { + // printf("\n%s\n\n%s !!!!\n", kernel_source.c_str(), kernel_name); + std::vector param; + bool includeHeadFile = mUseFp16AsFp32; + auto ptx_code = + CUDANVRTCCompile(kernelInfo, param, mCUDARuntime->compute_capability(), includeHeadFile); + + MNN_CUDA_SAFE_CALL(cuModuleLoadDataEx(&mCuModule, ptx_code.c_str(), 0, 0, 0)); + mKernelCuModuleMap.insert(std::pair, CUmodule>(kernelInfo, mCuModule)); + } } } #endif diff --git a/source/backend/cuda/core/CUDABackend.hpp b/source/backend/cuda/core/CUDABackend.hpp index 11d061831..838fbe72e 100644 --- a/source/backend/cuda/core/CUDABackend.hpp +++ b/source/backend/cuda/core/CUDABackend.hpp @@ -93,6 +93,7 @@ class CUDABackend : public Backend { int getPrecision() const; #ifdef MNN_CODEGEN_CUDA std::map, CUmodule> kernelCuModuleMap(); + void compile(CUmodule* dst, std::pair code, std::vector compile_params); #endif private: std::shared_ptr mBufferPool; diff --git a/source/backend/cuda/execution/CastExecution.cu b/source/backend/cuda/execution/CastExecution.cu index 2aae453eb..bb2a4ed11 100644 --- a/source/backend/cuda/execution/CastExecution.cu +++ b/source/backend/cuda/execution/CastExecution.cu @@ -33,6 +33,16 @@ __global__ void CASTMIDFLOAT(T1 *input, T2 *output, size_t count) { return; } +template +__global__ void BF162FLOAT(int16_t *input, T *output, size_t count) { + for (size_t i = blockIdx.x * blockDim.x + threadIdx.x; i < (count); i += blockDim.x * gridDim.x) { + float tmp; + ((int16_t *)&tmp)[0] = 0; + ((int16_t *)&tmp)[1] = input[i]; + output[i] = (T)tmp; + } +} + __global__ void CASTBOOL(int32_t *input, int32_t *output, size_t count) { for (size_t i = blockIdx.x * blockDim.x + threadIdx.x; i < (count); i += blockDim.x * gridDim.x) { output[i] = input[i] > 0 ? 1 : 0; @@ -184,6 +194,11 @@ ErrorCode CastExecution::onExecute(const std::vector& inputs, const std } else if (dstT == MNN::DataType_DT_UINT8 && halide_type_of() == inputDataType) { CASTMIDFLOAT<<>>((half*)input, (uint8_t*)output, count); checkKernelErrors; + } else if (dstT == MNN::DataType_DT_FLOAT && halide_type_t(halide_type_float, 16) == inputDataType) { + BF162FLOAT<<>>((int16_t*)input, (half*)output, count); + checkKernelErrors; + } else { + MNN_PRINT("Error: CUDABackend don't support cast form %d, %d to %d\n", inputDataType.code, inputDataType.bits, dstT); } } else { if (dstT == MNN::DataType_DT_INT32 && halide_type_of() == inputDataType) { @@ -204,6 +219,11 @@ ErrorCode CastExecution::onExecute(const std::vector& inputs, const std } else if (dstT == MNN::DataType_DT_UINT8 && halide_type_of() == inputDataType) { CASTMIDFLOAT<<>>((float*)input, (uint8_t*)output, count); checkKernelErrors; + } else if (dstT == MNN::DataType_DT_FLOAT && halide_type_t(halide_type_float, 16) == inputDataType) { + BF162FLOAT<<>>((int16_t*)input, (float*)output, count); + checkKernelErrors; + } else { + MNN_PRINT("Error: CUDABackend don't support cast form %d, %d to %d\n", inputDataType.code, inputDataType.bits, dstT); } } checkKernelErrors; diff --git a/source/backend/cuda/execution/ConvBaseKernel.cu b/source/backend/cuda/execution/ConvBaseKernel.cu index 7afd9899e..71078ac7c 100644 --- a/source/backend/cuda/execution/ConvBaseKernel.cu +++ b/source/backend/cuda/execution/ConvBaseKernel.cu @@ -14,7 +14,7 @@ namespace MNN { namespace CUDA { template -__global__ void Im2Col_packC( +__global__ void Im2Col_FilterC( const int sw, const int sh, const int dw, @@ -24,17 +24,19 @@ __global__ void Im2Col_packC( const int icDiv4, const int iw, const int ih, + const int ic, const size_t maxCount, const int pack, const int e, const int l, + const int l_p, const T0* A, T1* AP, DivModFast d_lp, DivModFast d_ow, DivModFast d_oh, - DivModFast d_fxy, - DivModFast d_fx + DivModFast d_fx, + DivModFast d_ic ) { for (size_t indexO = blockIdx.x * blockDim.x + threadIdx.x; indexO < maxCount; indexO += blockDim.x * gridDim.x) { @@ -46,44 +48,119 @@ __global__ void Im2Col_packC( continue; } // Compute for source - int ox, oby, ob, oy, ic, kI, ksx, ksy; + int ox, oby, ob, oy, iz, kI, ksx, ksy; d_ow.divmod(eIndex, oby, ox); d_oh.divmod(oby, ob, oy); - d_fxy.divmod(lpIndex, ic, kI); + d_ic.divmod(lpIndex, kI, iz); d_fx.divmod(kI, ksy, ksx); size_t sx = ox * sw + ksx * dw - pw; size_t sy = oy * sh + ksy * dh- ph; const int ic_p = icDiv4 * pack; + size_t dst_offset = eIndex * l_p + kI * ic + iz; + if (sx >= 0 && sx < iw) { if (sy >=0 && sy < ih) { - size_t offset = ((ob * ih + sy) * iw + sx) * ic_p + ic; - *(AP + indexO) = (T1)(*(A + offset)); + size_t offset = ((ob * ih + sy) * iw + sx) * ic_p + iz; + *(AP + dst_offset) = (T1)(*(A + offset)); continue; } } - *(AP + indexO) = (T1)0.0f; + *(AP + dst_offset) = (T1)0.0f; } } + +#define DATA_CONVERT_COPY(precision) \ + if(precision == 1) { *((float4*)((float*)AP + dst_offset)) = *((float4*)((float*)A + src_offset)); }\ + else if(precision == 2) { *((int64_t*)((half*)AP + dst_offset)) = *((int64_t*)((half*)A + src_offset)); }\ + else if(precision == 3) { *((int64_t*)((half*)AP + dst_offset)) = *((int64_t*)((half*)A + src_offset)); }\ + else if(precision == 0) { *((half2*)((half*)AP + dst_offset)) = __float22half2_rn(*((float2*)((float*)A + src_offset))); \ + *((half2*)((half*)AP + dst_offset + 2)) = __float22half2_rn(*((float2*)((float*)A + src_offset + 2)));} + +#define DATA_MEMSET_ZERO(precision) \ + if(precision == 1) { float4 zeros; zeros.x = 0.0f; zeros.y = 0.0f; zeros.z = 0.0f; zeros.w = 0.0f; *((float4*)((float*)AP + dst_offset)) = zeros; }\ + else if(precision == 2 || precision == 0) { half2 zeros; zeros.x = (half)0.0f; zeros.y = (half)0.0f; *((half2*)((half*)AP + dst_offset)) = zeros; *((half2*)((half*)AP + dst_offset + 2)) = zeros;}\ + else if(precision == 3) { __nv_bfloat162 zeros; zeros.x = (__nv_bfloat16)0.0f; zeros.y = (__nv_bfloat16)0.0f; *((__nv_bfloat162*)((__nv_bfloat16*)AP + dst_offset)) = zeros; *((__nv_bfloat162*)((__nv_bfloat16*)AP + dst_offset + 2)) = zeros;} + +template +__global__ void Im2Col_FilterC_Vec4( + const int sw, + const int sh, + const int dw, + const int dh, + const int pw, + const int ph, + const int icDiv4, + const int iw, + const int ih, + const int ic, + const size_t maxCount, + const int pack, + const int e, + const int l, + const int l_p, + const T0* A, + T* AP, + const int precision, + DivModFast d_lp, + DivModFast d_ow, + DivModFast d_oh, + DivModFast d_fx, + DivModFast d_ic4 +) { + for (size_t indexO = blockIdx.x * blockDim.x + threadIdx.x; indexO < maxCount; indexO += blockDim.x * gridDim.x) { + int eIndex, lpIndex; + d_lp.divmod(indexO, eIndex, lpIndex); + + // Compute for source + int ox, oby, ob, oy, iz_4, kI, ksx, ksy; + d_ow.divmod(eIndex, oby, ox); + d_oh.divmod(oby, ob, oy); + d_ic4.divmod(lpIndex, kI, iz_4); + d_fx.divmod(kI, ksy, ksx); + + size_t sx = ox * sw + ksx * dw - pw; + size_t sy = oy * sh + ksy * dh- ph; + + const int ic_p = icDiv4 * pack; + + const int iz = iz_4 << 2; + size_t dst_offset = eIndex * l_p + kI * ic + iz; + + if (sx >= 0 && sx < iw) { + if (sy >=0 && sy < ih) { + size_t src_offset = ((ob * ih + sy) * iw + sx) * ic_p + iz; + DATA_CONVERT_COPY(precision); + continue; + } + } + DATA_MEMSET_ZERO(precision); + } +} + template __global__ void WeightPackFill(const T0* param, T* output, + const int khw, const size_t maxCount, const int l, const int h, - DivModFast d_lp + DivModFast d_lp, + DivModFast d_ic ) { for (size_t index = blockIdx.x * blockDim.x + threadIdx.x; index < maxCount; index += blockDim.x * gridDim.x) { - int lpIndex, hpIndex; + int lpIndex, hpIndex, icIndex, khwIndex; d_lp.divmod(index, hpIndex, lpIndex); - if(lpIndex >= l || hpIndex >= h) { output[index] = (T)0.0f; continue; } - output[index] = param[hpIndex * l + lpIndex]; + d_ic.divmod(lpIndex, khwIndex, icIndex); + + // [Co, Ci, KhKw] -> [Co, KhKw, Ci], Ci available for vectorize + output[index] = param[hpIndex * l + icIndex * khw + khwIndex]; } } @@ -133,24 +210,26 @@ void callFloat2BFloat16(const void* input, void* output, const int count, CUDARu } #endif -void callWeightFill(const void* input, void* output, const int l, const int h, const int lp, const int hp, const int precision, CUDARuntime* runtime) { +void callWeightFill(const void* input, void* output, const int ic, const int l, const int h, const int lp, const int hp, const int precision, CUDARuntime* runtime) { DivModFast lpD(lp); + DivModFast icD(ic); + int block_num = runtime->blocks_num(lp*hp); int block_size = runtime->threads_num(); if(precision == 1) { - WeightPackFill<<>>((const float*)input, (float*)output, lp*hp, l, h, lpD); + WeightPackFill<<>>((const float*)input, (float*)output, l/ic, lp*hp, l, h, lpD, icD); checkKernelErrors; } else if(precision == 0) { - WeightPackFill<<>>((const float*)input, (half*)output, lp*hp, l, h, lpD); + WeightPackFill<<>>((const float*)input, (half*)output, l/ic, lp*hp, l, h, lpD, icD); checkKernelErrors; } else if(precision == 2){ - WeightPackFill<<>>((const half*)input, (half*)output, lp*hp, l, h, lpD); + WeightPackFill<<>>((const half*)input, (half*)output, l/ic, lp*hp, l, h, lpD, icD); checkKernelErrors; } else { MNN_ASSERT(precision == 3); #ifdef ENABLE_CUDA_BF16 - WeightPackFill<<>>((const float*)input, (__nv_bfloat16*)output, lp*hp, l, h, lpD); + WeightPackFill<<>>((const float*)input, (__nv_bfloat16*)output, l/ic, lp*hp, l, h, lpD, icD); checkKernelErrors; #endif } @@ -158,10 +237,10 @@ void callWeightFill(const void* input, void* output, const int l, const int h, c void callIm2ColPack(const void* input, void* output, const ConvolutionCommon::Im2ColParameter* info, const int e, const int l, const int ep, const int lp, const int precision, CUDARuntime* runtime) { DivModFast lpD(lp); - DivModFast fxyD((info->kernelX * info->kernelY)); DivModFast fxD(info->kernelX); DivModFast owD(info->ow); DivModFast ohD(info->oh); + DivModFast icD(info->ic); const int sw = info->strideX; const int sh = info->strideY; @@ -172,32 +251,69 @@ void callIm2ColPack(const void* input, void* output, const ConvolutionCommon::Im const int icDiv4 = info->icDiv4; const int iw = info->iw; const int ih = info->ih; + const int ic = info->ic; size_t maxCount = e * lp; size_t block_num = runtime->blocks_num(maxCount); size_t block_size = runtime->threads_num(); + if(ic % 4 == 0) { + maxCount /= 4; + block_num = runtime->blocks_num(maxCount); + block_size = runtime->threads_num(); + DivModFast lpD_4(lp/4); + DivModFast icD_4(ic/4); + if(precision == 1) { + Im2Col_FilterC_Vec4<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const float*)input, (float *)output, precision, + lpD_4, owD, ohD, fxD, icD_4); + checkKernelErrors; + return; + } else if(precision == 0) { + Im2Col_FilterC_Vec4<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const float*)input, (half *)output, precision, + lpD_4, owD, ohD, fxD, icD_4); + checkKernelErrors; + return; + } else if(precision == 2) { + Im2Col_FilterC_Vec4<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const half*)input, (half *)output, precision, + lpD_4, owD, ohD, fxD, icD_4); + checkKernelErrors; + return; + } else { + MNN_ASSERT(precision == 3); + #ifdef ENABLE_CUDA_BF16 + Im2Col_FilterC_Vec4<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const __nv_bfloat16*)input, (__nv_bfloat16 *)output, precision, + lpD_4, owD, ohD, fxD, icD_4); + checkKernelErrors; + return; + #endif + } + } + if(precision == 1) { - Im2Col_packC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, - maxCount, PACK_NUMBER, e, l, (const float*)input, (float *)output, \ - lpD, owD, ohD, fxyD, fxD); + Im2Col_FilterC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const float*)input, (float *)output, \ + lpD, owD, ohD, fxD, icD); checkKernelErrors; } else if(precision == 0) { - Im2Col_packC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, - maxCount, PACK_NUMBER, e, l, (const float*)input, (half *)output, \ - lpD, owD, ohD, fxyD, fxD); + Im2Col_FilterC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const float*)input, (half *)output, \ + lpD, owD, ohD, fxD, icD); checkKernelErrors; } else if(precision == 2) { - Im2Col_packC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, - maxCount, PACK_NUMBER, e, l, (const half*)input, (half *)output, \ - lpD, owD, ohD, fxyD, fxD); + Im2Col_FilterC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const half*)input, (half *)output, \ + lpD, owD, ohD, fxD, icD); checkKernelErrors; } else { MNN_ASSERT(precision == 3); #ifdef ENABLE_CUDA_BF16 - Im2Col_packC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, - maxCount, PACK_NUMBER, e, l, (const __nv_bfloat16*)input, (__nv_bfloat16 *)output, \ - lpD, owD, ohD, fxyD, fxD); + Im2Col_FilterC<<>>(sw, sh, dw, dh, pw, ph, icDiv4, iw, ih, ic, + maxCount, PACK_NUMBER, e, l, lp, (const __nv_bfloat16*)input, (__nv_bfloat16 *)output, \ + lpD, owD, ohD, fxD, icD); checkKernelErrors; #endif } diff --git a/source/backend/cuda/execution/ConvBaseKernel.cuh b/source/backend/cuda/execution/ConvBaseKernel.cuh index 3972b1537..9effeb86a 100644 --- a/source/backend/cuda/execution/ConvBaseKernel.cuh +++ b/source/backend/cuda/execution/ConvBaseKernel.cuh @@ -21,7 +21,7 @@ void callFloat2Half(const void* input, void* output, const int count, CUDARuntim #ifdef ENABLE_CUDA_BF16 void callFloat2BFloat16(const void* input, void* output, const int count, CUDARuntime* runtime); #endif -void callWeightFill(const void* input, void* output, const int l, const int h, const int lp, const int hp, const int precision, CUDARuntime* runtime); +void callWeightFill(const void* input, void* output, const int ic, const int l, const int h, const int lp, const int hp, const int precision, CUDARuntime* runtime); void callIm2ColPack(const void* input, void* output, const ConvolutionCommon::Im2ColParameter* info, const int e, const int l, const int ep, const int lp, const int precision, CUDARuntime* runtime); ErrorCode callCutlassGemmCudaCoreFloat16(const std::vector &inputs, const std::vector &outputs); diff --git a/source/backend/cuda/execution/ConvCutlassExecution.cu b/source/backend/cuda/execution/ConvCutlassExecution.cu index d99aed46d..4dfb47f50 100644 --- a/source/backend/cuda/execution/ConvCutlassExecution.cu +++ b/source/backend/cuda/execution/ConvCutlassExecution.cu @@ -31,9 +31,12 @@ ConvCutlassExecution::Resource::Resource(Backend* bn, const MNN::Op* op) { int l = weightSize / oc; int h = oc; + int ic = common->inputCount(); + if(ic == 0) { + ic = l / common->kernelX() / common->kernelY(); + } int lp = UP_DIV(l, 8) * 8; int hp = UP_DIV(h, 8) * 8; - // Reorder weight { auto tempCacheBuffer = static_cast(bn)->getStaticBufferPool()->alloc(weightSize * sizeof(float)); @@ -51,7 +54,7 @@ ConvCutlassExecution::Resource::Resource(Backend* bn, const MNN::Op* op) { if(precision == 2) { precision == 0; } - callWeightFill((const void *)cacheWeight, (void *)mFilter, l, h, lp, hp, static_cast(bn)->getPrecision() == 1, runtime); + callWeightFill((const void *)cacheWeight, (void *)mFilter, ic, l, h, lp, hp, static_cast(bn)->getPrecision() == 1, runtime); static_cast(bn)->getStaticBufferPool()->free(tempCacheBuffer); } @@ -129,6 +132,7 @@ ErrorCode ConvCutlassExecution::onResize(const std::vector &inputs, con mIm2ColParamter.strideX = convCommon->strideX(); mIm2ColParamter.strideY = convCommon->strideY(); mIm2ColParamter.icDiv4 = icDiv; + mIm2ColParamter.ic = ic; mIm2ColParamter.kernelX = convCommon->kernelX(); mIm2ColParamter.kernelY = convCommon->kernelY(); mIm2ColParamter.padX = std::get<0>(pads); diff --git a/source/backend/cuda/execution/ConvSingleInputExecution.cu b/source/backend/cuda/execution/ConvSingleInputExecution.cu index 3fd3d8f40..46d6eaa05 100644 --- a/source/backend/cuda/execution/ConvSingleInputExecution.cu +++ b/source/backend/cuda/execution/ConvSingleInputExecution.cu @@ -37,12 +37,6 @@ public: return new MultiInputConvExecution(op, backend); } -#ifdef USE_MNN_CONV - - std::shared_ptr resource(new ConvSingleInputExecution::Resource(backend, op)); - return new ConvSingleInputExecution(backend, op, resource); - -#else auto conv = op->main_as_Convolution2D()->common(); if(ConvWinogradExecution::isValid(op->main_as_Convolution2D())) { // inputs[0] is invalid now. //printf("%dx%ds%dd%d\n", conv->kernelX(), conv->kernelY(), conv->strideX(), conv->dilateX()); @@ -57,10 +51,9 @@ public: return new ConvCutlassBf16Execution(backend, op, resource); } #endif + std::shared_ptr resource(new ConvCutlassExecution::Resource(backend, op)); return new ConvCutlassExecution(backend, op, resource); -#endif - } }; diff --git a/source/backend/cuda/execution/DeconvBaseKernel.cu b/source/backend/cuda/execution/DeconvBaseKernel.cu index 7d68e613f..4cf89c1d6 100644 --- a/source/backend/cuda/execution/DeconvBaseKernel.cu +++ b/source/backend/cuda/execution/DeconvBaseKernel.cu @@ -14,23 +14,106 @@ namespace MNN { namespace CUDA { template -__global__ void DeconvKernelReorder(const T0* B, T1* BP, int kw, int kh, int ic, int oc, int icPack) { +__global__ void DeconvKernelReorder(const T0* B, T1* BP, int kw, int kh, int ic, int oc, int icPack, int ocPack) { int kernelCount = kw * kh; - int e = oc * kernelCount; - int l = ic; - int lAlign = icPack; - - int maxCount = e * lAlign; - // l * e --> e * lp + int maxCount = kernelCount * icPack * oc; + // l = Cip, h = Cop * KhKw + // [Ci, Co, KhKw] -> [KhKw, Co, Cip] for (size_t index = blockIdx.x * blockDim.x + threadIdx.x; index < maxCount; index += blockDim.x * gridDim.x) { - int lp_idx = index % lAlign; - int e_idx = index / lAlign; + int l_idx = index % icPack; + int h_idx = index / icPack; + int oc_idx = h_idx % oc; + int khw_idx = h_idx / oc; - if(lp_idx >= l) { + if(l_idx >= ic) { BP[index] = (T1)0.0f; continue; } - BP[index] = (T1)(B[lp_idx * e + e_idx]); + BP[index] = (T1)(B[(l_idx * oc + oc_idx) * kernelCount + khw_idx]); + } +} + +#define DATA_CONVERT_COPY(precision) \ + if(precision == 1 || precision == 0) { *((float4*)((float*)data_im + dst_offset)) = val; }\ + else if(precision == 2) { float2 tmp; tmp.x = val.x; tmp.y = val.y; *(half2 *)((half *)(data_im + dst_offset))= __float22half2_rn(tmp); \ + tmp.x = val.z; tmp.y = val.w; *(half2 *)((half *)(data_im + dst_offset + 2))= __float22half2_rn(tmp);} + +template +__global__ void Col2Im_Vec4(const int n, const Stype* data_col, + const int batch, const int height, const int width, const int channels, + const int kernel_h, const int kernel_w, + const int pad_h, const int pad_w, + const int stride_h, const int stride_w, + const int dilation_h, const int dilation_w, + const int height_col, const int width_col, + const Dtype* bias, Dtype* data_im, + const int precision, + DivModFast d_ocp, + DivModFast d_ow, + DivModFast d_oh, + DivModFast d_ob +) { + const int channel_pack = ((channels+7) / 8) * 8; + + for (size_t index = blockIdx.x * blockDim.x + threadIdx.x; index < (n); index += blockDim.x * gridDim.x) { + float4 val; + val.x = 0.0; + val.y = 0.0; + val.z = 0.0; + val.w = 0.0; + int idx_ocp, idx_bhw, idx_bh, b_im, idx_w, idx_h; + d_ocp.divmod(index, idx_bhw, idx_ocp); + const int c_im = idx_ocp << 2; + + if(c_im >= channels) { + continue; + } + + d_ow.divmod(idx_bhw, idx_bh, idx_w); + d_oh.divmod(idx_bh, b_im, idx_h); + + const int w_im = idx_w + pad_w; + const int h_im = idx_h + pad_h; + + if(nullptr != bias) { + if(precision == 2) { + val.x += (float)bias[c_im]; + val.y += (float)bias[c_im+1]; + val.z += (float)bias[c_im+2]; + val.w += (float)bias[c_im+3]; + } else { + val = *((float4*)((float*)bias + c_im)); + } + } + int kernel_extent_w = (kernel_w - 1) * dilation_w + 1; + int kernel_extent_h = (kernel_h - 1) * dilation_h + 1; + // compute the start and end of the output + const int w_col_start = + (w_im < kernel_extent_w) ? 0 : (w_im - kernel_extent_w) / stride_w + 1; + const int w_col_end = min(w_im / stride_w + 1, width_col); + const int h_col_start = + (h_im < kernel_extent_h) ? 0 : (h_im - kernel_extent_h) / stride_h + 1; + const int h_col_end = min(h_im / stride_h + 1, height_col); + const int src_offset_add = kernel_h * kernel_w * batch * height_col * width_col; + // TODO: use LCM of stride and dilation to avoid unnecessary loops + for (int h_col = h_col_start; h_col < h_col_end; h_col += 1) { + for (int w_col = w_col_start; w_col < w_col_end; w_col += 1) { + int h_k = (h_im - h_col * stride_h); + int w_k = (w_im - w_col * stride_w); + if (h_k % dilation_h == 0 && w_k % dilation_w == 0) { + h_k /= dilation_h; + w_k /= dilation_w; + + const int data_col_index = ((((b_im * height_col + h_col) * width_col + w_col) * kernel_h + h_k) * kernel_w + w_k) * channel_pack + c_im; + val.x += (float)data_col[data_col_index]; + val.y += (float)data_col[data_col_index + 1]; + val.z += (float)data_col[data_col_index + 2]; + val.w += (float)data_col[data_col_index + 3]; + } + } + } + int dst_offset = index << 2; + DATA_CONVERT_COPY(precision); } } @@ -42,24 +125,31 @@ __global__ void Col2Im(const int n, const Stype* data_col, const int stride_h, const int stride_w, const int dilation_h, const int dilation_w, const int height_col, const int width_col, - const Dtype* bias, Dtype* data_im + const Dtype* bias, Dtype* data_im, + const int precision, + DivModFast d_ocp, + DivModFast d_ow, + DivModFast d_oh, + DivModFast d_ob ) { const int channel_pack = ((channels+7) / 8) * 8; for (size_t index = blockIdx.x * blockDim.x + threadIdx.x; index < (n); index += blockDim.x * gridDim.x) { Dtype val = 0; - const int c_p = index % channel_pack; - const int idx_tmp = index / channel_pack; - const int b_im = idx_tmp / (width * height); - const int hw = idx_tmp % (width * height); - const int c_im = c_p; - const int w_im = hw % width + pad_w; - const int h_im = hw / width + pad_h; - + int idx_ocp, idx_tmp, idx_bh, b_im, idx_w, idx_h; + d_ocp.divmod(index, idx_tmp, idx_ocp); + const int c_im = idx_ocp; if(c_im >= channels) { data_im[index] = val; break; } + + d_ow.divmod(idx_tmp, idx_bh, idx_w); + d_oh.divmod(idx_bh, b_im, idx_h); + + const int w_im = idx_w + pad_w; + const int h_im = idx_h + pad_h; + if(nullptr != bias) { val += (Dtype)bias[c_im]; } @@ -81,8 +171,8 @@ __global__ void Col2Im(const int n, const Stype* data_col, h_k /= dilation_h; w_k /= dilation_w; - const int data_col_index = ((((c_im * kernel_h + h_k) * kernel_w + w_k) * batch + b_im) * - height_col + h_col) * width_col + w_col; + const int data_col_index = ((((b_im * height_col + h_col) * width_col + w_col) * kernel_h + h_k) * kernel_w + w_k) * channels + c_im; + val += (Dtype)data_col[data_col_index]; } } @@ -96,17 +186,18 @@ void callWeightReorder(const void* input, void* output, const KernelInfo kernel_ int cores = prop.multiProcessorCount; int threadNumbers = prop.maxThreadsPerBlock; + int ocPack = UP_DIV(kernel_info.kernelN, PACK_NUMBER) * PACK_NUMBER; if(precision == 1) { DeconvKernelReorder<<>>((const float*)input, (float*)output, - kernel_info.kernelX, kernel_info.kernelY, kernel_info.kernelC, kernel_info.kernelN, icPack); + kernel_info.kernelX, kernel_info.kernelY, kernel_info.kernelC, kernel_info.kernelN, icPack, ocPack); checkKernelErrors; } else if(precision == 0) { DeconvKernelReorder<<>>((const float*)input, (half*)output, - kernel_info.kernelX, kernel_info.kernelY, kernel_info.kernelC, kernel_info.kernelN, icPack); + kernel_info.kernelX, kernel_info.kernelY, kernel_info.kernelC, kernel_info.kernelN, icPack, ocPack); checkKernelErrors; } else { DeconvKernelReorder<<>>((const half*)input, (half*)output, - kernel_info.kernelX, kernel_info.kernelY, kernel_info.kernelC, kernel_info.kernelN, icPack); + kernel_info.kernelX, kernel_info.kernelY, kernel_info.kernelC, kernel_info.kernelN, icPack, ocPack); checkKernelErrors; } } @@ -120,34 +211,73 @@ void callCol2ImFunc(const void* input, const void* bias, void* output, const Col int col2im_block_num = runtime->blocks_num(num_kernels); int col2im_thread_num = runtime->threads_num(); + DivModFast ocpD((UP_DIV(col2im_param->oc, 8) * 8)); + DivModFast ocpD_4((UP_DIV(col2im_param->oc, 8) * 2)); + DivModFast owD(col2im_param->ow); + DivModFast ohD(col2im_param->oh); + DivModFast obD( col2im_param->ob); + // printf("col2im:%d, %d-%d-%d-%d-%d-%d\n %d-%d-%d-%d-%d-%d\n %d-%d\n", col2im_param->ob, col2im_param->oh, col2im_param->ow, col2im_param->oc, \ // col2im_param->ih, col2im_param->iw, col2im_param->ic, \ // col2im_param->padX, col2im_param->padY, col2im_param->kernelX, col2im_param->kernelY, col2im_param->strideX, col2im_param->strideY, \ // col2im_block_num, col2im_thread_num); + if(col2im_param->oc % 4 == 0) { + num_kernels /= 4; + col2im_block_num = runtime->blocks_num(num_kernels); + col2im_thread_num = runtime->threads_num(); + if(precision == 1) { + Col2Im_Vec4<<>>( + num_kernels, (const float*)input, col2im_param->ob, col2im_param->oh, col2im_param->ow, col2im_param->oc, + col2im_param->kernelY, col2im_param->kernelX, col2im_param->padY, col2im_param->padX, + col2im_param->strideY, col2im_param->strideX, col2im_param->dilateY, col2im_param->dilateX, + height_col, width_col, (const float*)bias, (float *)output, precision, ocpD_4, owD, ohD, obD); + checkKernelErrors; + return; + } else if(precision == 0) { + Col2Im_Vec4<<>>( + num_kernels, (const half*)input, col2im_param->ob, col2im_param->oh, col2im_param->ow, col2im_param->oc, + col2im_param->kernelY, col2im_param->kernelX, col2im_param->padY, col2im_param->padX, + col2im_param->strideY, col2im_param->strideX, col2im_param->dilateY, col2im_param->dilateX, + height_col, width_col, (const float*)bias, (float *)output, precision, ocpD_4, owD, ohD, obD); + checkKernelErrors; + return; + } else { + Col2Im_Vec4<<>>( + num_kernels, (const half*)input, col2im_param->ob, col2im_param->oh, col2im_param->ow, col2im_param->oc, + col2im_param->kernelY, col2im_param->kernelX, col2im_param->padY, col2im_param->padX, + col2im_param->strideY, col2im_param->strideX, col2im_param->dilateY, col2im_param->dilateX, + height_col, width_col, (const half*)bias, (half *)output, precision, ocpD_4, owD, ohD, obD); + checkKernelErrors; + return; + } + } + if(precision == 1) { Col2Im<<>>( num_kernels, (const float*)input, col2im_param->ob, col2im_param->oh, col2im_param->ow, col2im_param->oc, col2im_param->kernelY, col2im_param->kernelX, col2im_param->padY, col2im_param->padX, col2im_param->strideY, col2im_param->strideX, col2im_param->dilateY, col2im_param->dilateX, - height_col, width_col, (const float*)bias, (float *)output); + height_col, width_col, (const float*)bias, (float *)output, precision, ocpD, owD, ohD, obD); checkKernelErrors; + return; } else if(precision == 0) { Col2Im<<>>( num_kernels, (const half*)input, col2im_param->ob, col2im_param->oh, col2im_param->ow, col2im_param->oc, col2im_param->kernelY, col2im_param->kernelX, col2im_param->padY, col2im_param->padX, col2im_param->strideY, col2im_param->strideX, col2im_param->dilateY, col2im_param->dilateX, - height_col, width_col, (const float*)bias, (float *)output); + height_col, width_col, (const float*)bias, (float *)output, precision, ocpD, owD, ohD, obD); checkKernelErrors; + return; } else { Col2Im<<>>( num_kernels, (const half*)input, col2im_param->ob, col2im_param->oh, col2im_param->ow, col2im_param->oc, col2im_param->kernelY, col2im_param->kernelX, col2im_param->padY, col2im_param->padX, col2im_param->strideY, col2im_param->strideX, col2im_param->dilateY, col2im_param->dilateX, - height_col, width_col, (const half*)bias, (half *)output); + height_col, width_col, (const half*)bias, (half *)output, precision, ocpD, owD, ohD, obD); checkKernelErrors; + return; } - } diff --git a/source/backend/cuda/execution/DeconvSingleInputExecution.cu b/source/backend/cuda/execution/DeconvSingleInputExecution.cu index 1e4dc882d..1c9968c49 100644 --- a/source/backend/cuda/execution/DeconvSingleInputExecution.cu +++ b/source/backend/cuda/execution/DeconvSingleInputExecution.cu @@ -38,12 +38,13 @@ DeconvSingleInputExecution::Resource::Resource(Backend* bn, const MNN::Op* op) { mKernelInfo.kernelC = weightSize / mKernelInfo.kernelN / mKernelInfo.kernelX / mKernelInfo.kernelY; CutlassGemmInfo param; - int e = mKernelInfo.kernelN * mKernelInfo.kernelX * mKernelInfo.kernelY; - int l = mKernelInfo.kernelC; - param.elh[0] = e; + int l = UP_DIV(mKernelInfo.kernelC, PACK_NUMBER) * PACK_NUMBER; + int h = mKernelInfo.kernelN * mKernelInfo.kernelX * mKernelInfo.kernelY; + param.elh[1] = l; - param.elhPad[0] = UP_DIV(e, PACK_NUMBER) * PACK_NUMBER; + param.elh[2] = h; param.elhPad[1] = UP_DIV(l, PACK_NUMBER) * PACK_NUMBER; + param.elhPad[2] = UP_DIV(h, PACK_NUMBER) * PACK_NUMBER; auto tempCacheBuffer = static_cast(bn)->getStaticBufferPool()->alloc(weightSize * sizeof(float)); float* cacheWeight = (float*)((uint8_t*)tempCacheBuffer.first + tempCacheBuffer.second); @@ -51,9 +52,9 @@ DeconvSingleInputExecution::Resource::Resource(Backend* bn, const MNN::Op* op) { // Reorder weight if(static_cast(bn)->getPrecision() == 1) { - weightTensor.reset(Tensor::createDevice({param.elh[0] * param.elhPad[1]})); + weightTensor.reset(Tensor::createDevice({param.elhPad[1] * param.elh[2]})); } else { - weightTensor.reset(Tensor::createDevice({param.elh[0] * param.elhPad[1]})); + weightTensor.reset(Tensor::createDevice({param.elhPad[1] * param.elh[2]})); } bn->onAcquireBuffer(weightTensor.get(), Backend::STATIC); mFilter = (void *)weightTensor.get()->buffer().device; @@ -141,9 +142,9 @@ ErrorCode DeconvSingleInputExecution::onResize(const std::vector &input mActivationType = convCommon->relu() ? 1 : convCommon->relu6() ? 2 : 0; // Matmul Param - int e = output->channel() * mCol2ImParamter.kernelX * mCol2ImParamter.kernelY; - int l = input->channel(); - int h = input->height() * input->width() * output->batch(); + int e = input->height() * input->width() * output->batch(); + int l = UP_DIV(input->channel(), PACK_NUMBER) * PACK_NUMBER; + int h = output->channel() * mCol2ImParamter.kernelX * mCol2ImParamter.kernelY; mGemmInfo.elh[0] = e; mGemmInfo.elh[1] = l; @@ -157,7 +158,7 @@ ErrorCode DeconvSingleInputExecution::onResize(const std::vector &input auto pool = static_cast(backend())->getBufferPool(); MemChunk buffer_input, buffer_im2col; if(mFp16Fp32MixInfer) { - buffer_input = pool->alloc(sizeof(__half) * mGemmInfo.elhPad[1] * mGemmInfo.elh[2]); + buffer_input = pool->alloc(sizeof(__half) * mGemmInfo.elh[0] * mGemmInfo.elhPad[1]); mInputBuffer = (void*)((uint8_t*)buffer_input.first + buffer_input.second); } else { mInputBuffer = (void*)input->deviceId(); @@ -211,7 +212,7 @@ ErrorCode DeconvSingleInputExecution::onExecute(const std::vector &inpu // Do input Rerange Pack if(mFp16Fp32MixInfer) { - size_t maxCount = mGemmInfo.elhPad[1] * mGemmInfo.elh[2]; + size_t maxCount = mGemmInfo.elh[0] * mGemmInfo.elhPad[1]; callFloat2Half((const void*)input_addr, (void*)mInputBuffer, maxCount, runtime); } diff --git a/source/backend/cuda/execution/FuseExecution.cu b/source/backend/cuda/execution/FuseExecution.cu index e91a611b3..4ee36eee0 100644 --- a/source/backend/cuda/execution/FuseExecution.cu +++ b/source/backend/cuda/execution/FuseExecution.cu @@ -7,6 +7,7 @@ // #ifdef MNN_CODEGEN_CUDA #include "FuseExecution.hpp" +#include "FuseExecutionV2.hpp" #include "core/OpCommonUtils.hpp" #include "MNNCUDADefine.hpp" #include "MNNCUDAFunction.cuh" @@ -144,6 +145,9 @@ class FuseCreator : public CUDABackend::Creator { public: virtual Execution* onCreate(const std::vector& inputs, const std::vector& outputs, const MNN::Op* op, Backend* backend) const override { + if (FuseExecutionV2::check(op)) { + return FuseExecutionV2::create(op, backend, inputs.size(), outputs.size()); + } return new FuseExecution(op, backend); } }; diff --git a/source/backend/cuda/execution/FuseExecutionV2.cu b/source/backend/cuda/execution/FuseExecutionV2.cu new file mode 100644 index 000000000..406090261 --- /dev/null +++ b/source/backend/cuda/execution/FuseExecutionV2.cu @@ -0,0 +1,180 @@ +#ifdef MNN_CODEGEN_CUDA +#include "backend/cuda/core/CUDABackend.hpp" +#include "core/Execution.hpp" +#include "backend/cuda/core/compiler/CUDACompiler.hpp" +#include "FuseExecutionV2.hpp" +namespace MNN { +namespace CUDA { + +bool FuseExecutionV2::check(const Op* op) { + if (op->type() != OpType_Extra) { + return false; + } + if (nullptr == op->main_as_Extra()) { + return false; + } + auto extra = op->main_as_Extra(); + if (nullptr == extra->attr()) { + return false; + } + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "version") { + if (nullptr != attr->s()) { + std::string cont = attr->s()->str(); + return cont == "common"; + } + return false; + } + } + return false; +} + +class FuseExecutionCommon : public Execution { +public: + FuseExecutionCommon(const Extra* extra, Backend* bn, int inputSize, int outputSize) : Execution(bn) { + auto cuBn = static_cast(bn); + mOutputBinding.resize(outputSize); + mInputBinding.resize(inputSize); + mGroupSize.resize(3); + mLocalSize.resize(3); + // Find shader + std::pair code; + std::vector compile_params; + code.first = extra->type()->str(); + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "cuda") { + code.second = attr->s()->str(); + break; + } + } + cuBn->compile(&mCuModule, code, compile_params); + MNN_CUDA_SAFE_CALL(cuModuleGetFunction(&mKernel, mCuModule, code.first.c_str())); + + // Get group size and local size + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "group_size") { + auto ptr = attr->tensor()->int32s()->data(); + mGroupSize[0] = ptr[0]; + mGroupSize[1] = ptr[1]; + mGroupSize[2] = ptr[2]; + break; + } + } + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "local_size") { + auto ptr = attr->tensor()->int32s()->data(); + mLocalSize[0] = ptr[0]; + mLocalSize[1] = ptr[1]; + mLocalSize[2] = ptr[2]; + break; + } + } + int maxIndex = -1; + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "input") { + maxIndex = ALIMAX(maxIndex, attr->i()); + } else if (attr->key()->str() == "const") { + maxIndex = ALIMAX(maxIndex, attr->i()); + } + } + mArgs.resize(maxIndex+1); + auto pool = static_cast(backend())->getStaticBufferPool(); + auto runtime = static_cast(backend())->getCUDARuntime(); + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "input") { + auto list = attr->list()->i()->data(); + if (0 == list[0]) { + mInputBinding[list[1]] = attr->i(); + } else { + mOutputBinding[list[1]] = attr->i(); + } + continue; + } + if (attr->key()->str() == "const") { + auto b = attr->tensor(); + void* result = nullptr; + size_t bufferSize = 0; + switch (b->dataType()) { + case DataType_DT_FLOAT: + result = (void*)b->float32s()->Data(); + bufferSize = b->float32s()->size() * sizeof(float); + break; + case DataType_DT_INT32: + result = (void*)b->int32s()->Data(); + bufferSize = b->int32s()->size() * sizeof(int32_t); + break; + default: + MNN_ASSERT(false); + break; + } + MemChunk buffer = pool->alloc(bufferSize); + runtime->memcpy(buffer.ptr(), result, bufferSize, MNNMemcpyHostToDevice); + + mConstIndides.emplace_back(std::make_pair(attr->i(), buffer)); + continue; + } + } + } + virtual ~ FuseExecutionCommon() { + auto pool = static_cast(backend())->getStaticBufferPool(); + for (auto& iter : mConstIndides) { + pool->free(iter.second); + } + cuModuleUnload(mCuModule); + } + virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override { + return NO_ERROR; + } + virtual ErrorCode onExecute(const std::vector &inputs, const std::vector &outputs) override { + for (int i=0; ibuffer().device; + } + for (int i=0; ibuffer().device; + } + for (auto& iter : mConstIndides) { + mArgs[iter.first] = iter.second.ptr(); + } + std::vector argsPtr; + for(int i=0; i mArgs; + std::vector mGroupSize; + std::vector mLocalSize; + std::vector mInputBinding; + std::vector mOutputBinding; + std::vector> mConstIndides; +}; + +Execution* FuseExecutionV2::create(const Op* op, Backend *backend, int inputSize, int outputSize) { + return new FuseExecutionCommon(op->main_as_Extra(), backend, inputSize, outputSize); +} + + +} +}; + + +#endif \ No newline at end of file diff --git a/source/backend/cuda/execution/FuseExecutionV2.hpp b/source/backend/cuda/execution/FuseExecutionV2.hpp new file mode 100644 index 000000000..67310f605 --- /dev/null +++ b/source/backend/cuda/execution/FuseExecutionV2.hpp @@ -0,0 +1,15 @@ +#ifndef FuseExecutionV2_hpp +#define FuseExecutionV2_hpp +namespace MNN { +namespace CUDA { +class FuseExecutionV2 { +public: + static bool check(const Op* op); + + static Execution* create(const Op* op, Backend *backend, int inputSize, int outputSize); + +}; +} +}; + +#endif diff --git a/source/backend/cuda/execution/GridSampleExecution.cu b/source/backend/cuda/execution/GridSampleExecution.cu index 7735e7f2d..548a7063d 100644 --- a/source/backend/cuda/execution/GridSampleExecution.cu +++ b/source/backend/cuda/execution/GridSampleExecution.cu @@ -21,7 +21,6 @@ inline __device__ float getPosition(float x, int range, bool alignCorners){ return ((1.0f + x) * (range - a) - b) / 2.0f; } - inline __device__ int CLAMP(int value, int minV, int maxV) { return min(max(value, minV), maxV); } @@ -54,17 +53,13 @@ __global__ void GRID_SAMPLE_NEAREST(const int count, const T* input, const T* gr bool alignCorners ) { CUDA_KERNEL_LOOP(index, count) { - int idx_cp = index % channel_pack; - int idx_nhw = index / channel_pack; + int idx_cp = index % channel; + int idx_nhw = index / channel; int idx_ow = idx_nhw % output_width; int idx_nh = idx_nhw / output_width; int idx_oh = idx_nh % output_height; int idx_ob = idx_nh / output_height; - if(idx_cp >= channel) { - output[index] = (T)0.0; - continue; - } float pos_x = grid[idx_nhw * 2 + 0]; float pos_y = grid[idx_nhw * 2 + 1]; float in_grid_x = getPosition(pos_x, input_width, alignCorners); @@ -77,19 +72,22 @@ __global__ void GRID_SAMPLE_NEAREST(const int count, const T* input, const T* gr in_pos_x = sample(in_pos_x, input_width, paddingMode); in_pos_y = sample(in_pos_y, input_height, paddingMode); + int dst_offset = ((idx_ob * output_height + idx_oh) * output_width + idx_ow) * channel_pack + idx_cp; if(in_pos_x == -1 || in_pos_y == -1) { - output[index] = (T)0.0; + output[dst_offset] = (T)0.0; continue; } - output[index] = input[((idx_ob * input_height + in_pos_y) * input_width + in_pos_x) * channel_pack + idx_cp]; + output[dst_offset] = input[((idx_ob * input_height + in_pos_y) * input_width + in_pos_x) * channel_pack + idx_cp]; } } template -__global__ void GRID_SAMPLE_BILINEAR(const int count, const T* input, const T* grid, T* output, +__global__ void GRID_SAMPLE_NEAREST_3D(const int count, const T* input, const T* grid, T* output, + const int input_depth, const int input_height, const int input_width, + const int output_depth, const int output_height, const int output_width, const int channel, @@ -98,16 +96,59 @@ __global__ void GRID_SAMPLE_BILINEAR(const int count, const T* input, const T* g bool alignCorners ) { CUDA_KERNEL_LOOP(index, count) { - int idx_cp = index % channel_pack; - int idx_nhw = index / channel_pack; + int idx_cp = index % channel; + int idx_nhw = index / channel; int idx_ow = idx_nhw % output_width; int idx_nh = idx_nhw / output_width; int idx_oh = idx_nh % output_height; - int idx_ob = idx_nh / output_height; - if(idx_cp >= channel) { - output[index] = (T)0.0; + int idx_obd = idx_nh / output_height; + int idx_od = idx_obd % output_depth; + int idx_ob = idx_obd / output_depth; + + float pos_x = grid[idx_nhw * 3 + 0]; + float pos_y = grid[idx_nhw * 3 + 1]; + float pos_z = grid[idx_nhw * 3 + 2]; + float in_grid_x = getPosition(pos_x, input_width, alignCorners); + float in_grid_y = getPosition(pos_y, input_height, alignCorners); + float in_grid_z = getPosition(pos_z, input_depth, alignCorners); + + // get nearest point + int in_pos_x = floor(in_grid_x + 0.5f); + int in_pos_y = floor(in_grid_y + 0.5f); + int in_pos_z = floor(in_grid_z + 0.5f); + + in_pos_x = sample(in_pos_x, input_width, paddingMode); + in_pos_y = sample(in_pos_y, input_height, paddingMode); + in_pos_z = sample(in_pos_z, input_depth, paddingMode); + + int dst_offset = (((idx_ob * output_depth + idx_od) * output_height + idx_oh) * output_width + idx_ow) * channel_pack + idx_cp; + if(in_pos_x == -1 || in_pos_y == -1 || in_pos_z == -1) { + output[dst_offset] = (T)0.0; continue; } + + output[dst_offset] = input[(((idx_ob * input_depth + in_pos_z) * input_height + in_pos_y) * input_width + in_pos_x) * channel_pack + idx_cp]; + } +} + +template +__global__ void GRID_SAMPLE_BILINEAR(const int count, const T* input, const T* grid, T* output, + const int input_height, + const int input_width, + const int output_height, + const int output_width, + const int channel, + const int channel_pack, + BorderMode paddingMode, + bool alignCorners + ) { + CUDA_KERNEL_LOOP(index, count) { + int idx_cp = index % channel; + int idx_nhw = index / channel; + int idx_ow = idx_nhw % output_width; + int idx_nh = idx_nhw / output_width; + int idx_oh = idx_nh % output_height; + int idx_ob = idx_nh / output_height; float pos_x = grid[idx_nhw * 2 + 0]; float pos_y = grid[idx_nhw * 2 + 1]; float in_grid_x = getPosition(pos_x, input_width, alignCorners); @@ -132,7 +173,76 @@ __global__ void GRID_SAMPLE_BILINEAR(const int count, const T* input, const T* g float in10 = (in_pos_y1 == -1 || in_pos_x0 == -1) ? 0.0 : (float)input[((idx_ob * input_height + in_pos_y1) * input_width + in_pos_x0) * channel_pack + idx_cp]; float in11 = (in_pos_y1 == -1 || in_pos_x1 == -1) ? 0.0 : (float)input[((idx_ob * input_height + in_pos_y1) * input_width + in_pos_x1) * channel_pack + idx_cp]; - output[index] = (T)(in00 * x_weight * y_weight + in01 * (1.0-x_weight) * y_weight + in10 * x_weight * (1.0-y_weight) + in11 * (1.0-x_weight) * (1.0-y_weight)); + int dst_offset = ((idx_ob * output_height + idx_oh) * output_width + idx_ow) * channel_pack + idx_cp; + output[dst_offset] = (T)(in00 * x_weight * y_weight + in01 * (1.0-x_weight) * y_weight + in10 * x_weight * (1.0-y_weight) + in11 * (1.0-x_weight) * (1.0-y_weight)); + } +} + +template +__global__ void GRID_SAMPLE_BILINEAR_3D(const int count, const T* input, const T* grid, T* output, + const int input_depth, + const int input_height, + const int input_width, + const int output_depth, + const int output_height, + const int output_width, + const int channel, + const int channel_pack, + BorderMode paddingMode, + bool alignCorners + ) { + CUDA_KERNEL_LOOP(index, count) { + int idx_cp = index % channel; + int idx_nhw = index / channel; + int idx_ow = idx_nhw % output_width; + int idx_nh = idx_nhw / output_width; + int idx_oh = idx_nh % output_height; + int idx_obd = idx_nh / output_height; + int idx_od = idx_obd % output_depth; + int idx_ob = idx_obd / output_depth; + + float pos_x = grid[idx_nhw * 3 + 0]; + float pos_y = grid[idx_nhw * 3 + 1]; + float pos_z = grid[idx_nhw * 3 + 2]; + + float in_grid_x = getPosition(pos_x, input_width, alignCorners); + float in_grid_y = getPosition(pos_y, input_height, alignCorners); + float in_grid_z = getPosition(pos_z, input_depth, alignCorners); + + // get nearest point + int in_pos_x0 = floor(in_grid_x); + int in_pos_y0 = floor(in_grid_y); + int in_pos_z0 = floor(in_grid_z); + + int in_pos_x1 = ceil(in_grid_x); + int in_pos_y1 = ceil(in_grid_y); + int in_pos_z1 = ceil(in_grid_z); + + float x_weight = in_pos_x1 - in_grid_x; + float y_weight = in_pos_y1 - in_grid_y; + float z_weight = in_pos_z1 - in_grid_z; + + in_pos_x0 = sample(in_pos_x0, input_width, paddingMode); + in_pos_y0 = sample(in_pos_y0, input_height, paddingMode); + in_pos_z0 = sample(in_pos_z0, input_depth, paddingMode); + + in_pos_x1 = sample(in_pos_x1, input_width, paddingMode); + in_pos_y1 = sample(in_pos_y1, input_height, paddingMode); + in_pos_z1 = sample(in_pos_z1, input_depth, paddingMode); + + float in000 = (in_pos_z0 == -1 || in_pos_y0 == -1 || in_pos_x0 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z0) * input_height + in_pos_y0) * input_width + in_pos_x0) * channel_pack + idx_cp]; + float in001 = (in_pos_z0 == -1 || in_pos_y0 == -1 || in_pos_x1 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z0) * input_height + in_pos_y0) * input_width + in_pos_x1) * channel_pack + idx_cp]; + float in010 = (in_pos_z0 == -1 || in_pos_y1 == -1 || in_pos_x0 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z0) * input_height + in_pos_y1) * input_width + in_pos_x0) * channel_pack + idx_cp]; + float in011 = (in_pos_z0 == -1 || in_pos_y1 == -1 || in_pos_x1 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z0) * input_height + in_pos_y1) * input_width + in_pos_x1) * channel_pack + idx_cp]; + + float in100 = (in_pos_z1 == -1 || in_pos_y0 == -1 || in_pos_x0 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z1) * input_height + in_pos_y0) * input_width + in_pos_x0) * channel_pack + idx_cp]; + float in101 = (in_pos_z1 == -1 || in_pos_y0 == -1 || in_pos_x1 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z1) * input_height + in_pos_y0) * input_width + in_pos_x1) * channel_pack + idx_cp]; + float in110 = (in_pos_z1 == -1 || in_pos_y1 == -1 || in_pos_x0 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z1) * input_height + in_pos_y1) * input_width + in_pos_x0) * channel_pack + idx_cp]; + float in111 = (in_pos_z1 == -1 || in_pos_y1 == -1 || in_pos_x1 == -1) ? 0.0 : (float)input[(((idx_ob * input_depth + in_pos_z1) * input_height + in_pos_y1) * input_width + in_pos_x1) * channel_pack + idx_cp]; + int dst_offset = (((idx_ob * output_depth + idx_od) * output_height + idx_oh) * output_width + idx_ow) * channel_pack + idx_cp; + + output[dst_offset] = (T)(in000 * x_weight * y_weight * z_weight + in001 * (1.0-x_weight) * y_weight * z_weight + in010 * x_weight * (1.0-y_weight) * z_weight + in011 * (1.0-x_weight) * (1.0-y_weight) * z_weight + \ + in100 * x_weight * y_weight * (1.0-z_weight) + in101 * (1.0-x_weight) * y_weight * (1.0-z_weight) + in110 * x_weight * (1.0-y_weight) * (1.0-z_weight) + in111 * (1.0-x_weight) * (1.0-y_weight) * (1.0-z_weight)); } } @@ -145,15 +255,30 @@ ErrorCode GridSampleExecution::onResize(const std::vector& inputs, cons auto input = inputs[0]; auto output = outputs[0]; - mChannel = input->channel(); - mBatch = input->batch(); + if (outputs[0]->dimensions() == 4) { + mChannel = input->channel(); + mBatch = input->batch(); - mInputHeight = input->height(); - mInputWidth = input->width(); - mOutputHeight = output->height(); - mOutputWidth = output->width(); - mChannelPack = UP_DIV(mChannel, PACK_NUMBER) * PACK_NUMBER; - mCount = mBatch* mOutputHeight * mOutputWidth * mChannelPack; + mInputHeight = input->height(); + mInputWidth = input->width(); + mOutputHeight = output->height(); + mOutputWidth = output->width(); + mChannelPack = UP_DIV(mChannel, PACK_NUMBER) * PACK_NUMBER; + mCount = mBatch* mOutputHeight * mOutputWidth * mChannel; + } else { + MNN_ASSERT(outputs[0]->dimensions() == 5); + mChannel = input->buffer().dim[1].extent; + mBatch = input->buffer().dim[0].extent; + mInputDepth = input->buffer().dim[2].extent; + mInputHeight = input->buffer().dim[3].extent; + mInputWidth = input->buffer().dim[4].extent; + + mOutputDepth = output->buffer().dim[2].extent; + mOutputHeight = output->buffer().dim[3].extent; + mOutputWidth = output->buffer().dim[4].extent; + mChannelPack = UP_DIV(mChannel, PACK_NUMBER) * PACK_NUMBER; + mCount = mBatch * mOutputDepth * mOutputHeight * mOutputWidth * mChannel; + } // MNN_PRINT("GridSample: %d %d %d %d %d %d\n", mBatch, mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel); return NO_ERROR; } @@ -168,27 +293,50 @@ ErrorCode GridSampleExecution::onExecute(const std::vector& inputs, con auto input_addr = (void*)inputs[0]->deviceId(); auto grid_addr = (void*)inputs[1]->deviceId(); auto output_addr = (void*)outputs[0]->deviceId(); - - if (static_cast(backend())->useFp16()) { - if(mMode == SampleMode_BILINEAR) { - GRID_SAMPLE_BILINEAR<<>>(mCount, (const half*)input_addr, (const half*)grid_addr, (half*)output_addr, \ - mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); - checkKernelErrors; + if (outputs[0]->dimensions() == 4) { + if (static_cast(backend())->useFp16()) { + if(mMode == SampleMode_BILINEAR) { + GRID_SAMPLE_BILINEAR<<>>(mCount, (const half*)input_addr, (const half*)grid_addr, (half*)output_addr, \ + mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } else { + GRID_SAMPLE_NEAREST<<>>(mCount, (const half*)input_addr, (const half*)grid_addr, (half*)output_addr, \ + mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } } else { - GRID_SAMPLE_NEAREST<<>>(mCount, (const half*)input_addr, (const half*)grid_addr, (half*)output_addr, \ - mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); - checkKernelErrors; + if(mMode == SampleMode_BILINEAR) { + GRID_SAMPLE_BILINEAR<<>>(mCount, (const float*)input_addr, (const float*)grid_addr, (float*)output_addr, \ + mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } else { + GRID_SAMPLE_NEAREST<<>>(mCount, (const float*)input_addr, (const float*)grid_addr, (float*)output_addr, \ + mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } } } else { - if(mMode == SampleMode_BILINEAR) { - GRID_SAMPLE_BILINEAR<<>>(mCount, (const float*)input_addr, (const float*)grid_addr, (float*)output_addr, \ - mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); - checkKernelErrors; + if (static_cast(backend())->useFp16()) { + if(mMode == SampleMode_BILINEAR) { + GRID_SAMPLE_BILINEAR_3D<<>>(mCount, (const half*)input_addr, (const half*)grid_addr, (half*)output_addr, \ + mInputDepth, mInputHeight, mInputWidth, mOutputDepth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } else { + GRID_SAMPLE_NEAREST_3D<<>>(mCount, (const half*)input_addr, (const half*)grid_addr, (half*)output_addr, \ + mInputDepth, mInputHeight, mInputWidth, mOutputDepth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } } else { - GRID_SAMPLE_NEAREST<<>>(mCount, (const float*)input_addr, (const float*)grid_addr, (float*)output_addr, \ - mInputHeight, mInputWidth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); - checkKernelErrors; - } + if(mMode == SampleMode_BILINEAR) { + GRID_SAMPLE_BILINEAR_3D<<>>(mCount, (const float*)input_addr, (const float*)grid_addr, (float*)output_addr, \ + mInputDepth, mInputHeight, mInputWidth, mOutputDepth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } else { + GRID_SAMPLE_NEAREST_3D<<>>(mCount, (const float*)input_addr, (const float*)grid_addr, (float*)output_addr, \ + mInputDepth, mInputHeight, mInputWidth, mOutputDepth, mOutputHeight, mOutputWidth, mChannel, mChannelPack, mPaddingMode, mAlignCorners); + checkKernelErrors; + } + } } #ifdef LOG_VERBOSE diff --git a/source/backend/cuda/execution/GridSampleExecution.hpp b/source/backend/cuda/execution/GridSampleExecution.hpp index 66dd3605e..5ea13b66e 100644 --- a/source/backend/cuda/execution/GridSampleExecution.hpp +++ b/source/backend/cuda/execution/GridSampleExecution.hpp @@ -37,6 +37,8 @@ class GridSampleExecution : public Execution { int mOutputHeight; int mOutputWidth; int mChannelPack; + int mInputDepth; + int mOutputDepth; }; } // namespace CUDA diff --git a/source/backend/cuda/execution/LoopExecution.cu b/source/backend/cuda/execution/LoopExecution.cu index dce997e00..76e324031 100644 --- a/source/backend/cuda/execution/LoopExecution.cu +++ b/source/backend/cuda/execution/LoopExecution.cu @@ -31,7 +31,6 @@ public: // Do nothing } virtual ErrorCode onResize(const std::vector &inputs, const std::vector &outputs) override { - mMaxFuseBufferSize = 0; auto bytes = static_cast(backend())->getBytes(outputs[0]); auto pool = static_cast(backend())->getBufferPool(); if (1 == mLoop->commands()->size()) { @@ -40,14 +39,6 @@ public: if (OpType_MatMul == op->type() && mLoop->parallel() && mLoop->loopNumber() > 1) { auto step = cmd->steps()->data(); if (inputs.size() <= 3) { - if (cmd->fuse() >= 0) { - // Make Temp output buffer - auto size = cmd->size()->data(); - mMaxFuseBufferSize = bytes * size[0] * size[2]; - auto buffer = pool->alloc(mMaxFuseBufferSize); - mFuseBuffer = (void*)((uint8_t*)buffer.first + buffer.second); - pool->free(buffer); - } auto& unit = mExecutions[0]; int as = 1, bs = 1, cs = 1; if (step[1] == 0) { @@ -88,28 +79,11 @@ public: auto cmd = mLoop->commands()->GetAs(0); auto op = cmd->op(); if (OpType_UnaryOp == op->type() && nullptr == op->main()) { - if (cmd->fuse() >= 0) { - // Make Temp output buffer - auto size = cmd->size()->data(); - mMaxFuseBufferSize = mLoop->loopNumber() * bytes * size[0] * size[1] * size[2]; - auto buffer = pool->alloc(mMaxFuseBufferSize); - mFuseBuffer = (void*)((uint8_t*)buffer.first + buffer.second); - pool->free(buffer); - } return NO_ERROR; } } for (int i=0; icommands()->size(); ++i) { auto cmd = mLoop->commands()->GetAs(i); - if (cmd->fuse() >= 0) { - // Make Temp output buffer - auto size = cmd->size()->data(); - if (cmd->op()->type() == OpType_MatMul) { - mMaxFuseBufferSize = std::max(mMaxFuseBufferSize, bytes * size[0] * size[2]); - } else { - mMaxFuseBufferSize = std::max(mMaxFuseBufferSize, bytes * size[0] * size[1] * size[2]); - } - } auto op = cmd->op(); auto& unit = mExecutions[i]; // Find indice and copy to cpu @@ -169,11 +143,6 @@ public: continue; } } - if(mMaxFuseBufferSize > 0) { - auto buffer = pool->alloc(mMaxFuseBufferSize); - mFuseBuffer = (void*)((uint8_t*)buffer.first + buffer.second); - pool->free(buffer); - } return NO_ERROR; } @@ -190,6 +159,15 @@ public: } return NO_ERROR; } + if (nullptr != mLoop->initCommand()) { + for (int i=0; iinitCommand()->size(); ++i) { + auto cmd = mLoop->initCommand()->GetAs(i); + auto index = cmd->indexes()->data()[0]; + auto tensor = mStack[index]; + auto size = static_cast(backend())->realSize(tensor) * sizeof(float); + runtime->memset((void*)tensor->deviceId(), 0, size); + } + } if (1 == mLoop->commands()->size()) { auto cmd = mLoop->commands()->GetAs(0); auto op = cmd->op(); @@ -221,9 +199,6 @@ public: auto src = (uint8_t*)(input->deviceId()) + srcView->offset() * bytes; auto dstOrigin = (output->deviceId()) + dstView->offset() * bytes; auto dst = dstOrigin; - if(cmd->fuse() >= 0) { - dst = (uint64_t)mFuseBuffer; - } BlitWithIndice( (uint8_t*)dst, (uint8_t*)src, @@ -278,17 +253,6 @@ public: auto dst = dstOrigin; auto dstStride = cmd->view()->GetAs(0)->stride()->data(); - int fuseOutputStride[3]; - if(cmd->fuse() >= 0) { - dst = (uint64_t)mFuseBuffer; - - dstStride = fuseOutputStride; - auto cmdSize = cmd->size()->data(); - fuseOutputStride[0] = cmdSize[1] * cmdSize[2]; - fuseOutputStride[1] = cmdSize[2]; - fuseOutputStride[2] = 1; - } - if (OpType_UnaryOp == op->type()) { auto src = (float*)mStackPtr[cmd->indexes()->data()[1]]; @@ -324,29 +288,14 @@ public: auto opType = op->main_as_BinaryOp()->opType(); auto srcStride0 = cmd->view()->GetAs(1)->stride()->data(); auto srcStride1 = cmd->view()->GetAs(2)->stride()->data(); - // MNN_PRINT("Binary Loop in optype:%d\n", opType); - BinaryBlit((uint8_t*)dst, (const uint8_t*)src0, (const uint8_t*)src1, - cmd->size()->data(), srcStride0, srcStride1, dstStride, type, runtime, opType); - - } - - - if(cmd->fuse() >= 0) { - auto opType = cmd->fuse(); - auto dstOriginStride = cmd->view()->GetAs(0)->stride()->data(); - auto type = halide_type_of(); - if (static_cast(backend())->useFp16()) { - type.bits = 16; - } - // MNN_PRINT("Binary Loop in optype:%d\n", opType); - int32_t cmdSize[3]; - ::memcpy(cmdSize, cmd->size()->data(), 3*sizeof(int32_t)); - if(OpType_MatMul == op->type()) { - cmdSize[1] = 1; - dstStride = dstOriginStride; + if (cmd->fuse() == 0) { + BinaryBlitFuse((uint8_t*)dst, (const uint8_t*)src0, (const uint8_t*)src1, + cmd->size()->data(), srcStride0, srcStride1, dstStride, type, runtime, opType); + } else { + // MNN_PRINT("Binary Loop in optype:%d\n", opType); + BinaryBlit((uint8_t*)dst, (const uint8_t*)src0, (const uint8_t*)src1, + cmd->size()->data(), srcStride0, srcStride1, dstStride, type, runtime, opType); } - BinaryBlit((uint8_t*)dstOrigin, (uint8_t*)dstOrigin, (const uint8_t*)dst, - cmdSize, dstOriginStride, dstStride, dstOriginStride, type, runtime, opType); } } } @@ -360,8 +309,6 @@ private: std::vector mStackPtr; std::map mIndiceCopy; bool mSingleMatMul = false; - int mMaxFuseBufferSize; - void* mFuseBuffer; }; class LoopCreator : public CUDABackend::Creator { @@ -372,12 +319,35 @@ public: return nullptr; } auto mLoop = op->main_as_LoopParam(); - auto cmd = mLoop->commands()->GetAs(0); + for (int i=0; icommands()->size(); ++i) { + auto cmd = mLoop->commands()->GetAs(i); - if(cmd->fuse() >= 0) { - // TODO: support afterwards - return nullptr;// + if(cmd->fuse() > 0) { + // Currently don't need not add fuse + return nullptr;// + } + if(cmd->fuse() == 0) { + if (cmd->op()->type() != OpType_BinaryOp) { + // TODO: support afterwards + return nullptr; + } + auto bytes = static_cast(backend)->getBytes(outputs[0]); + if (2 == bytes) { + return nullptr; + } + } } + if (nullptr != mLoop->initCommand()) { + for (int i=0; iinitCommand()->size(); ++i) { + auto cmd = mLoop->initCommand()->GetAs(i); + if (nullptr != cmd->op()) { + // Currently don't support other init + return nullptr; + } + } + + } + return new CUDALoop(backend, op->main_as_LoopParam()); } }; diff --git a/source/backend/cuda/execution/MatMulExecution.cu b/source/backend/cuda/execution/MatMulExecution.cu index f7bdaa669..c0d41ce5d 100644 --- a/source/backend/cuda/execution/MatMulExecution.cu +++ b/source/backend/cuda/execution/MatMulExecution.cu @@ -123,6 +123,83 @@ __global__ void PackPadFill( } +template +__global__ void GENERAL_BATCH_MATMUL( + const T0* A, const T0* B, const T0* bias, + bool transA, bool transB, + const int coefBatchA, const int coefBatchB, + const int e, const int l, const int h, + const int maxCount, T1* C, + DivModFast d_e, DivModFast d_h +) { + for (size_t index = blockIdx.x * blockDim.x + threadIdx.x; index < maxCount; index += blockDim.x * gridDim.x) { + int bIndex, hIndex, eIndex, tmp; + d_h.divmod(index, tmp, hIndex); + d_e.divmod(tmp, bIndex, eIndex); + + float sum = 0.0; + // [b, e, l] x [b, l, h] -> [b, e, h] + if(!transA && !transB) { + const T0* basePtrA = A + (coefBatchA * bIndex * e + eIndex) * l; + const T0* basePtrB = B + (coefBatchB * bIndex * l + 0) * h + hIndex; + T1* basePtrC = C + (bIndex * e + eIndex) * h + hIndex; + for(int i = 0; i < l; i++) { + sum += (float)basePtrA[i] * (float)basePtrB[i * h]; + } + if(bias != nullptr) { + sum += (float)bias[hIndex]; + } + basePtrC[0] = (T1)sum; + return; + } + + // [b, l, e] x [b, l, h] -> [b, e, h] + if(transA && !transB) { + const T0* basePtrA = A + (coefBatchA * bIndex * l + 0) * e + eIndex; + const T0* basePtrB = B + (coefBatchB * bIndex * l + 0) * h + hIndex; + T1* basePtrC = C + (bIndex * e + eIndex) * h + hIndex; + for(int i = 0; i < l; i++) { + sum += (float)basePtrA[i * e] * (float)basePtrB[i * h]; + } + if(bias != nullptr) { + sum += (float)bias[hIndex]; + } + basePtrC[0] = (T1)sum; + return; + } + + // [b, l, e] x [b, h, l] -> [b, e, h] + if(transA && transB) { + const T0* basePtrA = A + (coefBatchA * bIndex * l + 0) * e + eIndex; + const T0* basePtrB = B + (coefBatchB * bIndex * h + hIndex) * l + 0; + T1* basePtrC = C + (bIndex * e + eIndex) * h + hIndex; + for(int i = 0; i < l; i++) { + sum += (float)basePtrA[i * e] * (float)basePtrB[i]; + } + if(bias != nullptr) { + sum += (float)bias[hIndex]; + } + basePtrC[0] = (T1)sum; + return; + } + + // [b, e, l] x [b, h, l] -> [b, e, h] + if(!transA && transB) { + const T0* basePtrA = A + (coefBatchA * bIndex * e + eIndex) * l + 0; + const T0* basePtrB = B + (coefBatchB * bIndex * h + hIndex) * l + 0; + T1* basePtrC = C + (bIndex * e + eIndex) * h + hIndex; + for(int i = 0; i < l; i++) { + sum += (float)basePtrA[i] * (float)basePtrB[i]; + } + if(bias != nullptr) { + sum += (float)bias[hIndex]; + } + basePtrC[0] = (T1)sum; + return; + } + } +} + MatMulExecution::MatMulExecution(bool transposeA, bool transposeB, Backend *backend, int aS, int bS, int cS) : #ifdef ENABLE_CUDA_TUNE_PARAM CutlassGemmTuneCommonExecution(backend) @@ -913,6 +990,12 @@ ErrorCode MatMulExecution::onResize(const std::vector &inputs, const s mGemmInfo.elh[0] = e; mGemmInfo.elh[1] = l; mGemmInfo.elh[2] = h; + + mLargeBatchSmallGemm = (mBatch > 2048 && l < 8 && e < 8 && h < 8); + if(mLargeBatchSmallGemm) { + return NO_ERROR; + } + mGemmInfo.elhPad[0] = UP_DIV(e, PACK_NUMBER) * PACK_NUMBER; mGemmInfo.elhPad[1] = UP_DIV(l, PACK_NUMBER) * PACK_NUMBER; mGemmInfo.elhPad[2] = UP_DIV(h, PACK_NUMBER) * PACK_NUMBER; @@ -977,6 +1060,36 @@ ErrorCode MatMulExecution::onExecute(const std::vector &inputs, const auto runtime = static_cast(backend())->getCUDARuntime(); bool hAlignment = (mGemmInfo.elhPad[2] == mGemmInfo.elh[2]); + if(mLargeBatchSmallGemm) { + auto total = mBatch * mGemmInfo.elh[0] * mGemmInfo.elh[2]; + DivModFast eD(mGemmInfo.elh[0]); + DivModFast hD(mGemmInfo.elh[2]); + int block_num = runtime->blocks_num(total); + int block_size = runtime->threads_num(); + + void * biasPtr = nullptr; + if(inputs.size() > 2) { + biasPtr = (void *)inputs[2]->deviceId(); + } + if(mFp16Infer) { + GENERAL_BATCH_MATMUL<<>>((const half*)inputs[0]->deviceId(), \ + (const half*)inputs[1]->deviceId(), (const half*)biasPtr, \ + mTransposeA, mTransposeB, mAs, mBs, \ + mGemmInfo.elh[0], mGemmInfo.elh[1], mGemmInfo.elh[2], \ + total, (half*)outputs[0]->deviceId(), \ + eD, hD); + checkKernelErrors; + } else { + GENERAL_BATCH_MATMUL<<>>((const float*)inputs[0]->deviceId(), \ + (const float*)inputs[1]->deviceId(), (const float*)biasPtr, \ + mTransposeA, mTransposeB, mAs, mBs, \ + mGemmInfo.elh[0], mGemmInfo.elh[1], mGemmInfo.elh[2], \ + total, (float*)outputs[0]->deviceId(), \ + eD, hD); + checkKernelErrors; + } + return NO_ERROR; + } // PreProcess for Alignment if(mNeedConvertMatAB) { int aBatch = mBatch; diff --git a/source/backend/cuda/execution/MatMulExecution.hpp b/source/backend/cuda/execution/MatMulExecution.hpp index 9d48a3eac..1a9a76f94 100644 --- a/source/backend/cuda/execution/MatMulExecution.hpp +++ b/source/backend/cuda/execution/MatMulExecution.hpp @@ -88,6 +88,7 @@ class MatMulExecution : bool mFp32Infer = false; bool mFp16Fp32MixInfer = false; bool mConvertGemmSplitK = false; + bool mLargeBatchSmallGemm = false; }; } // namespace CUDA } // namespace MNN diff --git a/source/backend/cuda/execution/MultiInputConvExecution.cu b/source/backend/cuda/execution/MultiInputConvExecution.cu index 9e92c2750..3c29eb68b 100644 --- a/source/backend/cuda/execution/MultiInputConvExecution.cu +++ b/source/backend/cuda/execution/MultiInputConvExecution.cu @@ -52,6 +52,7 @@ ErrorCode MultiInputConvExecution::onResize(const std::vector &inputs, mIm2ColParamter.ih = input->height(); mIm2ColParamter.iw = input->width(); + mIm2ColParamter.ic = ic; mIm2ColParamter.oh = output->height(); mIm2ColParamter.ow = output->width(); mIm2ColParamter.srcZStep = input->height() * input->width() * UNIT * input->batch(); @@ -162,7 +163,7 @@ ErrorCode MultiInputConvExecution::onExecute(const std::vector &inputs, } if(mNeedWeightFill) { - callWeightFill((const void *)inputs[1]->deviceId(), (void *)mFilterAddr, mGemmInfo.elh[1], mGemmInfo.elh[2], mGemmInfo.elhPad[1], mGemmInfo.elhPad[2], mPrecisonLevel, runtime); + callWeightFill((const void *)inputs[1]->deviceId(), (void *)mFilterAddr, mIm2ColParamter.ic, mGemmInfo.elh[1], mGemmInfo.elh[2], mGemmInfo.elhPad[1], mGemmInfo.elhPad[2], mPrecisonLevel, runtime); } if(mNeedBiasFill) { diff --git a/source/backend/cuda/execution/Raster.cu b/source/backend/cuda/execution/Raster.cu index 84fba4efd..0d5b35161 100644 --- a/source/backend/cuda/execution/Raster.cu +++ b/source/backend/cuda/execution/Raster.cu @@ -622,6 +622,32 @@ __global__ void Binary##Name(\ }\ }\ + +#define BINARY_FUSEADD_FUNC(Name, Func)\ +__global__ void BinaryFuseAdd##Name(\ + const float *input0, const float* input1, float *output,\ + int sizeZ, int sizeY, int sizeX,\ + int strideZ, int strideY, int strideX,\ + int strideZ1, int strideY1, int strideX1,\ + int dstStrideZ, int dstStrideY, int dstStrideX\ + ) { \ + int count = sizeZ * sizeY * sizeX;\ + for (size_t i = blockIdx.x * blockDim.x + threadIdx.x; i < (count); i += blockDim.x * gridDim.x) {\ + int ix = i % sizeX;\ + int tmp = i / sizeX;\ + int iy = tmp % sizeY;\ + int iz = tmp / sizeY;\ + int srcOffset = iz * strideZ + iy * strideY + ix * strideX;\ + int srcOffset1 = iz * strideZ1 + iy * strideY1 + ix * strideX1;\ + int dstOffset = iz * dstStrideZ + iy * dstStrideY + ix * dstStrideX;\ + float x = input0[srcOffset];\ + float y = input1[srcOffset1];\ + float val = (float)(Func);\ + atomicAdd(output + dstOffset, val);\ + }\ +}\ + + #define BINARY_FUNC_FLOATMID(Name, Func)\ template\ __global__ void BinaryMid##Name(\ @@ -875,6 +901,19 @@ BINARY_FUNC(ATAN2, atan2(x, y)); BINARY_FUNC(MOD, (x % y)); BINARY_FUNC(LOGICALOR, (x || y) ? 1 : 0); +BINARY_FUSEADD_FUNC(ADD, x+y); +BINARY_FUSEADD_FUNC(SUB, x-y); +BINARY_FUSEADD_FUNC(MUL, x*y); +BINARY_FUSEADD_FUNC(DIV, x/y); +BINARY_FUSEADD_FUNC(REALDIV, (float)sign(y) * x / max(abs(y), 0.0000001)); +BINARY_FUSEADD_FUNC(MINIMUM, min(x, y)); +BINARY_FUSEADD_FUNC(MAXIMUM, max(x, y)); +BINARY_FUSEADD_FUNC(FLOORDIV, floor(x / y)); +BINARY_FUSEADD_FUNC(FLOORMOD, x - floor(x / y) * y); +BINARY_FUSEADD_FUNC(SquaredDifference, (x-y)*(x-y)); +BINARY_FUSEADD_FUNC(POW, pow(x, y)); +BINARY_FUSEADD_FUNC(ATAN2, atan2(x, y)); + BINARY_FUNC_FLOATMID(ADD, x+y); BINARY_FUNC_FLOATMID(SUB, x-y); BINARY_FUNC_FLOATMID(MUL, x*y); @@ -949,7 +988,7 @@ void BinaryBlitTemplateFloat(T* output, const T* input, const T* input1, const i } else {\ bool isVectorSizeZ = (size[0] == 1 || ((srcStride[2] == 0 || srcStride[0] % bytes == 0) && (srcStride1[2] == 0 || srcStride1[0] % bytes == 0) && dstStride[0] % bytes == 0));\ bool isVectorSizeY = (size[1] == 1 || ((srcStride[2] == 0 || srcStride[1] % bytes == 0) && (srcStride1[2] == 0 || srcStride1[1] % bytes == 0) && dstStride[1] % bytes == 0));\ - bool isVector4 = size[2] % bytes == 0 && isVectorSizeZ && isVectorSizeY;\ + bool isVector4 = size[2] % bytes == 0 && isVectorSizeZ && isVectorSizeY;\ if(isVector4 && count > 16384 && (srcStride[2] == 0 || srcStride[2] == 1) && (srcStride1[2] == 0 || srcStride1[2] == 1) && dstStride[2] == 1) {\ block_num = runtime->blocks_num(count/bytes);\ threads_num = runtime->threads_num();\ @@ -1050,5 +1089,37 @@ void BinaryBlit(uint8_t* output, const uint8_t* input, const uint8_t* input1, co } } + +void BinaryBlitFuse(uint8_t* output, const uint8_t* input, const uint8_t* input1, const int32_t* size, const int32_t* srcStride, const int32_t* srcStride1, const int32_t* dstStride, halide_type_t type, CUDARuntime* runtime, int opType, int fuseType) { + int count = size[0] * size[1] * size[2]; + int block_num = runtime->blocks_num(count); + int threads_num = runtime->threads_num(); +#define COMPUTE_FLOAT_FUSE(TYPE, T)\ + if (opType == MNN::BinaryOpOperation_##TYPE ) {\ + BinaryFuseAdd##TYPE<<>>((const T*)input, (const T*)(input1), (T*)output,\ + size[0], size[1], size[2],\ + srcStride[0], srcStride[1], srcStride[2],\ + srcStride1[0], srcStride1[1], srcStride1[2],\ + dstStride[0], dstStride[1], dstStride[2]);\ + return;\ + }\ + + COMPUTE_FLOAT_FUSE(ADD, float); + COMPUTE_FLOAT_FUSE(SUB, float); + COMPUTE_FLOAT_FUSE(MUL, float); + COMPUTE_FLOAT_FUSE(DIV, float); + COMPUTE_FLOAT_FUSE(REALDIV, float); + COMPUTE_FLOAT_FUSE(MINIMUM, float); + COMPUTE_FLOAT_FUSE(MAXIMUM, float); + COMPUTE_FLOAT_FUSE(FLOORDIV, float); + COMPUTE_FLOAT_FUSE(FLOORMOD, float); + COMPUTE_FLOAT_FUSE(POW, float); + COMPUTE_FLOAT_FUSE(SquaredDifference, float); + COMPUTE_FLOAT_FUSE(ATAN2, float); + +#undef COMPUTE_FLOAT_FUSE +} + + }// namespace CUDA }// namespace MNN diff --git a/source/backend/cuda/execution/Raster.cuh b/source/backend/cuda/execution/Raster.cuh index cd28a5058..6131bbca6 100644 --- a/source/backend/cuda/execution/Raster.cuh +++ b/source/backend/cuda/execution/Raster.cuh @@ -9,6 +9,7 @@ namespace CUDA { void BlitWithIndice(uint8_t* dest, const uint8_t* src, const int32_t* dstIndices, const int32_t* srcIndices, int dstUseIndice, int srcUseIndice, int loopCount, int dstStep, int srcStep, int srcLimit, const Tensor::InsideDescribe::Region& reg, int bytes, CUDARuntime* runtime); void UnaryBlit(uint8_t* output, const uint8_t* input, const int32_t* size, const int32_t* srcStride, const int32_t* dstStride, int bytes, CUDARuntime* runtime, int opType); void BinaryBlit(uint8_t* output, const uint8_t* input, const uint8_t* input1, const int32_t* size, const int32_t* srcStride, const int32_t* srcStride1, const int32_t* dstStride, halide_type_t type, CUDARuntime* runtime, int opType, int activationType = 0); + void BinaryBlitFuse(uint8_t* output, const uint8_t* input, const uint8_t* input1, const int32_t* size, const int32_t* srcStride, const int32_t* srcStride1, const int32_t* dstStride, halide_type_t type, CUDARuntime* runtime, int opType, int fuseType = 0); // Offset: 8 * fuseNum, first 4 for src: limitX, limitY, limitZ, offset, second 4 for dst struct FuseRegion { diff --git a/source/backend/cuda/execution/SelectExecution.cu b/source/backend/cuda/execution/SelectExecution.cu index 6e5e47e5d..644f145ae 100644 --- a/source/backend/cuda/execution/SelectExecution.cu +++ b/source/backend/cuda/execution/SelectExecution.cu @@ -15,12 +15,13 @@ namespace CUDA { #define CUDA_KERNEL_LOOP(i, n) for (int i = blockIdx.x * blockDim.x + threadIdx.x; i < (n); i += blockDim.x * gridDim.x) template -__global__ void SELECT(const int size, const int* input0, const T* input1, const T* input2, T* output) { +__global__ void SELECT(const int size, const int* input0, const T* input1, const T* input2, + int s1, int s2, T* output) { CUDA_KERNEL_LOOP(i, size) { if (input0[i] > 0) { - output[i] = input1[i]; + output[i] = input1[i*s1]; } else { - output[i] = input2[i]; + output[i] = input2[i*s2]; } } } @@ -39,12 +40,20 @@ ErrorCode SelectExecution::onExecute(const std::vector& inputs, const s #endif auto runtime = static_cast(backend())->getCUDARuntime(); auto count = CUDABackend::realSize(inputs[0]); + auto inputS1 = CUDABackend::realSize(inputs[1]); + auto inputS2 = CUDABackend::realSize(inputs[2]); + int s1 = inputS1 == 1 ? 0 : 1; + int s2 = inputS2 == 1 ? 0 : 1; int block_num = runtime->blocks_num(count); int threads_num = runtime->threads_num(); if (static_cast(backend())->useFp16()) { - SELECT<<>>(count, (const int*)(inputs[0]->deviceId()), (const half*)(inputs[1]->deviceId()), (const half*)(inputs[2]->deviceId()), (half*)outputs[0]->deviceId()); + SELECT<<>>(count, (const int*)(inputs[0]->deviceId()), (const half*)(inputs[1]->deviceId()), (const half*)(inputs[2]->deviceId()), \ + s1, s2, (half*)outputs[0]->deviceId()); + checkKernelErrors; } else { - SELECT<<>>(count, (const int*)(inputs[0]->deviceId()), (const float*)(inputs[1]->deviceId()), (const float*)(inputs[2]->deviceId()), (float*)outputs[0]->deviceId()); + SELECT<<>>(count, (const int*)(inputs[0]->deviceId()), (const float*)(inputs[1]->deviceId()), (const float*)(inputs[2]->deviceId()), \ + s1, s2, (float*)outputs[0]->deviceId()); + checkKernelErrors; } #ifdef LOG_VERBOSE MNN_PRINT("end SelectExecution onExecute..."); diff --git a/source/backend/cuda/execution/TopKV2Execution.cu b/source/backend/cuda/execution/TopKV2Execution.cu index 30b0ea882..2bef11ca7 100644 --- a/source/backend/cuda/execution/TopKV2Execution.cu +++ b/source/backend/cuda/execution/TopKV2Execution.cu @@ -282,11 +282,11 @@ ErrorCode TopKV2Execution::onExecute(const std::vector &inputs, const void * outputValuesDeviceAddr = reinterpret_cast(outputs[0]->deviceId()); // configure threads - dim3 grid1 = {mParams.mNumBlockPerRow, mParams.mNumRow}; - dim3 block1 = {mParams.mNumThreadPerBlock, 1}; + dim3 grid1 = {(unsigned int)mParams.mNumBlockPerRow, (unsigned int)mParams.mNumRow}; + dim3 block1 = {(unsigned int)mParams.mNumThreadPerBlock, (unsigned int)1}; int smemSize1 = mParams.mNumThreadPerBlock * mParams.mNumK; - dim3 grid2 = {mParams.mNumBlockFinal}; - dim3 block2 = {mParams.mNumThreadFinal}; + dim3 grid2 = {(unsigned int)mParams.mNumBlockFinal}; + dim3 block2 = {(unsigned int)mParams.mNumThreadFinal}; int smemSize2 = mParams.mNumBlockPerRow * mParams.mNumK; if (inputs[0]->getType().code == halide_type_int && inputs[0]->getType().bits == 32) { diff --git a/source/backend/cuda/execution/Transpose.cu b/source/backend/cuda/execution/Transpose.cu index 139deb9fb..6a46f26f6 100644 --- a/source/backend/cuda/execution/Transpose.cu +++ b/source/backend/cuda/execution/Transpose.cu @@ -52,6 +52,46 @@ __global__ void UNPACKCOMMON(const T0 *input, T1 *output, } } +__global__ void UNPACKCOMMON_REARRANGE_half_4(const double *input, double *output, + int inside, int axis, int outside, + int insideStride, int axisStride + ) { + int axisAlign = UP_DIV(axis, PACK_NUMBER) * PACK_NUMBER / 4; + int insideAlign = inside / 4; + int axisNum = axis / 16; + int insideNum = inside / 32; + + __shared__ double sharedData[128]; + int tid = blockIdx.x; + int localIdx = threadIdx.x; + + int tmpI = tid / axisNum; + int y = tid % axisNum; + int x = tmpI % insideNum; + int z = tmpI / insideNum; + + int y_mod = localIdx % 4; // [0 ~ 3] + int x_mod = localIdx / 4; // [0 ~ 31] + int srcOffset = (z * inside + 32*x+x_mod) * axisAlign + 4*y+y_mod; + sharedData[localIdx] = input[srcOffset];// [HW_32, C4_4] + + __syncthreads(); + + int oy_mod = localIdx % 16; // [0 ~ 15] + int ox_mod = localIdx / 16; // [0 ~ 7] + + // [4*ox_mod, oy_mod] + half tmp_data[4]; + tmp_data[0] = ((half*)sharedData)[(4*ox_mod+0) * 16 + oy_mod]; + tmp_data[1] = ((half*)sharedData)[(4*ox_mod+1) * 16 + oy_mod]; + tmp_data[2] = ((half*)sharedData)[(4*ox_mod+2) * 16 + oy_mod]; + tmp_data[3] = ((half*)sharedData)[(4*ox_mod+3) * 16 + oy_mod]; + + int dstOffset = (8*x+ox_mod) + (z * axis + (16*y+oy_mod)) * insideAlign; + + output[dstOffset] = ((double*)tmp_data)[0]; +} + template __global__ void PACKCOMMON_4(const T0 *input, T1 *output, int inside, int axis, int outside, @@ -121,6 +161,46 @@ __global__ void PACKCOMMON(const T0 *input, T1 *output, } } +__global__ void PACKCOMMON_REARRANGE_half_4(const double *input, double *output, + int inside, int axis, int outside, + int insideStride, int axisStride + ) { + int axisAlign = UP_DIV(axis, PACK_NUMBER) * PACK_NUMBER / 4; + + int insideAlign = inside / 4; + int axisNum = axis / 16; + int insideNum = inside / 32; + + __shared__ double sharedData[128]; + int tid = blockIdx.x; + int localIdx = threadIdx.x; + + int tmpI = tid / axisNum; + int y = tid % axisNum; + int x = tmpI % insideNum; + int z = tmpI / insideNum; + + int x_mod = localIdx % 8; // [0 ~ 8] + int y_mod = localIdx / 8; // [0 ~ 15] + int srcOffset = (8*x+x_mod) + (z * axis + (16*y+y_mod)) * insideAlign; + sharedData[localIdx] = input[srcOffset];// [C_16, HW4_8] + + __syncthreads(); + + int oy_mod = localIdx % 4; // [0 ~ 3] + int ox_mod = localIdx / 4; // [0 ~ 31] + int dstOffset = (z * inside + 32*x+ox_mod) * axisAlign + 4*y+oy_mod; + + // [4*oy_mod, ox_mod] + half tmp_data[4]; + tmp_data[0] = ((half*)sharedData)[(4*oy_mod+0) * 32 + ox_mod]; + tmp_data[1] = ((half*)sharedData)[(4*oy_mod+1) * 32 + ox_mod]; + tmp_data[2] = ((half*)sharedData)[(4*oy_mod+2) * 32 + ox_mod]; + tmp_data[3] = ((half*)sharedData)[(4*oy_mod+3) * 32 + ox_mod]; + + output[dstOffset] = ((double*)tmp_data)[0]; +} + void PackBuffer(void* output, const void* input, const PackInfo* info, int bytes, CUDARuntime* runtime) { auto& prop = runtime->prop(); int cores = prop.multiProcessorCount; @@ -147,6 +227,15 @@ void PackBuffer(void* output, const void* input, const PackInfo* info, int bytes return; } } + if (info->axis % 16 == 0 && info->inside % 32 == 0 && info->insideStride == 1 && info->axisStride == info->inside && bytes == 2) { + int thread=128; + int block=info->axis/16 * info->inside/32 * info->outside; + PACKCOMMON_REARRANGE_half_4<<>>((const double*)input, (double*)output, + info->inside, info->axis, info->outside, + info->insideStride, info->axisStride); + checkKernelErrors; + return; + } switch (bytes) { case 4: PACKCOMMON<<>>((const float*)input, (float*)output, @@ -195,6 +284,17 @@ void UnpackBuffer(void* output, const void* input, const PackInfo* info, int byt return; } } + //printf("unpack size:%d %d %d, stride:%d %d, %p %p\n", info->outside, info->axis, info->inside, info->axisStride, info->insideStride, input, output); + + if (info->axis % 16 == 0 && info->inside % 32 == 0 && info->insideStride == 1 && info->axisStride == info->inside && bytes == 2) { + int thread=128; + int block=info->axis/16 * info->inside/32 * info->outside; + UNPACKCOMMON_REARRANGE_half_4<<>>((const double*)input, (double*)output, + info->inside, info->axis, info->outside, + info->insideStride, info->axisStride); + checkKernelErrors; + return; + } switch (bytes) { case 4: UNPACKCOMMON<<>>((const float*)input, (float*)output, diff --git a/source/backend/cuda/execution/bf16/ConvCutlassBf16Execution.cu b/source/backend/cuda/execution/bf16/ConvCutlassBf16Execution.cu index f3741cbe6..d2d1adaf2 100644 --- a/source/backend/cuda/execution/bf16/ConvCutlassBf16Execution.cu +++ b/source/backend/cuda/execution/bf16/ConvCutlassBf16Execution.cu @@ -31,6 +31,12 @@ ConvCutlassBf16Execution::Resource::Resource(Backend* bn, const MNN::Op* op) { int l = weightSize / oc; int h = oc; + + int ic = common->inputCount(); + if(ic == 0) { + ic = l / common->kernelX() / common->kernelY(); + } + int lp = UP_DIV(l, 8) * 8; int hp = UP_DIV(h, 8) * 8; @@ -44,7 +50,7 @@ ConvCutlassBf16Execution::Resource::Resource(Backend* bn, const MNN::Op* op) { mFilter = (void *)weightTensor.get()->buffer().device; // From Float32 To Bfloat16 - callWeightFill((const void *)cacheWeight, (void *)mFilter, l, h, lp, hp, 3, runtime); + callWeightFill((const void *)cacheWeight, (void *)mFilter, ic, l, h, lp, hp, 3, runtime); static_cast(bn)->getStaticBufferPool()->free(tempCacheBuffer); } @@ -117,6 +123,7 @@ ErrorCode ConvCutlassBf16Execution::onResize(const std::vector &inputs, mIm2ColParamter.ih = input->height(); mIm2ColParamter.iw = input->width(); + mIm2ColParamter.ic = ic; mIm2ColParamter.oh = output->height(); mIm2ColParamter.ow = output->width(); mIm2ColParamter.srcZStep = input->height() * input->width() * UNIT * input->batch(); diff --git a/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat16Deconv.cu b/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat16Deconv.cu index acc63f5ee..73443f9c7 100644 --- a/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat16Deconv.cu +++ b/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat16Deconv.cu @@ -25,8 +25,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat16(const std // Create a tuple of gemm fp16 + relu kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmCuda_F16_F16_Relu_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F16 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F16 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -50,8 +50,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat16(const std // Create a tuple of gemm kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmCuda_F16_F32_Relu_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -79,8 +79,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat16(const std // Create a tuple of gemm fp16 + relu6 kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmCuda_F16_F16_Relu6_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F16 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F16 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -104,8 +104,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat16(const std // Create a tuple of gemm kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmCuda_F16_F32_Relu6_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -131,8 +131,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat16(const std if(mFp16Infer) { typename GemmCuda_F16_F16_Linear_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F16 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F16 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -153,8 +153,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat16(const std cutlass_check(status); } else { typename GemmCuda_F16_F32_Linear_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta diff --git a/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat32Decov.cu b/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat32Decov.cu index ece781ead..e59372297 100644 --- a/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat32Decov.cu +++ b/source/backend/cuda/execution/cutlass_common/CutlassGemmCUDACoreFloat32Decov.cu @@ -23,8 +23,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat32(const std // Create a tuple of gemm kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmCuda_F32_F32_Relu_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F32 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F32 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F32 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -49,8 +49,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat32(const std // Create a tuple of gemm kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmCuda_F32_F32_Relu6_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F32 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F32 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F32 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -74,8 +74,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmCudaCoreFloat32(const std } else { typename GemmCuda_F32_F32_Linear_AlignCuda::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F32 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F32 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F32 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta diff --git a/source/backend/cuda/execution/cutlass_common/CutlassGemmTensorCoreDeconv.cu b/source/backend/cuda/execution/cutlass_common/CutlassGemmTensorCoreDeconv.cu index f1f9e6e33..e23926971 100644 --- a/source/backend/cuda/execution/cutlass_common/CutlassGemmTensorCoreDeconv.cu +++ b/source/backend/cuda/execution/cutlass_common/CutlassGemmTensorCoreDeconv.cu @@ -24,8 +24,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmTensorCore(const std::vec // Create a tuple of gemm fp16 + relu kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmTensor_F16_F16_Relu_AlignCuda_Sm75::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F16 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F16 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -49,8 +49,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmTensorCore(const std::vec // Create a tuple of gemm kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmTensor_F16_F32_Relu_AlignCuda_Sm75::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -78,8 +78,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmTensorCore(const std::vec // Create a tuple of gemm fp16 + relu6 kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmTensor_F16_F16_Relu6_AlignCuda_Sm75::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F16 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F16 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -103,8 +103,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmTensorCore(const std::vec // Create a tuple of gemm kernel arguments. This is later passed as arguments to launch // instantiated CUTLASS kernel typename GemmTensor_F16_F32_Relu6_AlignCuda_Sm75::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm - {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -130,8 +130,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmTensorCore(const std::vec if(mFp16Infer) { typename GemmTensor_F16_F16_Linear_AlignCuda_Sm75::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm - {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F16 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F16 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta @@ -152,8 +152,8 @@ ErrorCode CutlassDeconvCommonExecution::callCutlassGemmTensorCore(const std::vec cutlass_check(status); } else { typename GemmTensor_F16_F32_Linear_AlignCuda_Sm75::Arguments arguments{problem_size, // <- problem size of matrix multiplication - {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm - {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mInputBuffer, mGemmInfo.elhPad[1]}, // Ptr + ldm + {(ElementInput_F16 *)mFilterAddr, mGemmInfo.elhPad[1]}, // Ptr + ldm {(ElementOutput_F32 *)mZeroPtr, 0}, // Ptr + ldm if ldm = 0, vector, {(ElementOutput_F32 *)mIm2ColBuffer, mGemmInfo.elh[2]}, // Ptr + ldm {alpha, beta}, // <- tuple of alpha and beta diff --git a/source/backend/cuda/execution/cutlass_common/tune/GemmTensorCoreFloat16TuneInfer.cu b/source/backend/cuda/execution/cutlass_common/tune/GemmTensorCoreFloat16TuneInfer.cu index bd5005a41..86389db53 100644 --- a/source/backend/cuda/execution/cutlass_common/tune/GemmTensorCoreFloat16TuneInfer.cu +++ b/source/backend/cuda/execution/cutlass_common/tune/GemmTensorCoreFloat16TuneInfer.cu @@ -933,7 +933,6 @@ void CutlassGemmTuneCommonExecution::setGemmTensorCoreFloat16Argments(const Gemm } } } - MNN_ASSERT(false); return; } diff --git a/source/backend/nnapi/backend/NNAPIBackend.cpp b/source/backend/nnapi/backend/NNAPIBackend.cpp index bc4755dc3..81ac425e0 100644 --- a/source/backend/nnapi/backend/NNAPIBackend.cpp +++ b/source/backend/nnapi/backend/NNAPIBackend.cpp @@ -256,6 +256,7 @@ namespace MNN { buildModel(); mHalfBuffer.clear(); mQuantCacheMap.clear(); + return NO_ERROR; } uint32_t NNAPIBackend::getTensorIdx(const Tensor* t, bool dequant) { if (dequant) { diff --git a/source/backend/nnapi/backend/NNAPIOPRegister.cpp b/source/backend/nnapi/backend/NNAPIOPRegister.cpp index 8fe105e64..9a766814a 100644 --- a/source/backend/nnapi/backend/NNAPIOPRegister.cpp +++ b/source/backend/nnapi/backend/NNAPIOPRegister.cpp @@ -12,6 +12,7 @@ extern void ___NNAPIUnary__OpType_UnaryOp__(); extern void ___NNAPIRaster__OpType_Raster__(); extern void ___NNAPIConvolution__OpType_Convolution__(); extern void ___NNAPIConvolution__OpType_ConvolutionDepthwise__(); +extern void ___NNAPIConvolution__OpType_Deconvolution__(); extern void ___NNAPIBinary__OpType_BinaryOp__(); extern void ___NNAPIBinary__OpType_Eltwise__(); extern void ___NNAPIReduction__OpType_Reduction__(); @@ -36,6 +37,7 @@ ___NNAPIUnary__OpType_UnaryOp__(); ___NNAPIRaster__OpType_Raster__(); ___NNAPIConvolution__OpType_Convolution__(); ___NNAPIConvolution__OpType_ConvolutionDepthwise__(); +___NNAPIConvolution__OpType_Deconvolution__(); ___NNAPIBinary__OpType_BinaryOp__(); ___NNAPIBinary__OpType_Eltwise__(); ___NNAPIReduction__OpType_Reduction__(); diff --git a/source/backend/nnapi/execution/NNAPIConvolution.cpp b/source/backend/nnapi/execution/NNAPIConvolution.cpp index 30a34c012..3c064b141 100644 --- a/source/backend/nnapi/execution/NNAPIConvolution.cpp +++ b/source/backend/nnapi/execution/NNAPIConvolution.cpp @@ -16,17 +16,31 @@ NNAPIConvolution::NNAPIConvolution(MNN::Backend *b, const MNN::Op *op, const std isDeconv = mOp->type() == OpType_Deconvolution; } template -static void NCHW2NHWC(const T* source, T* dest, int b, int c, int area) { - int sourceBatchsize = c * area; - int destBatchSize = sourceBatchsize; - for (int bi = 0; bi < b; ++bi) { - auto srcBatch = source + bi * sourceBatchsize; - auto dstBatch = dest + bi * destBatchSize; - for (int i = 0; i < area; ++i) { - auto srcArea = srcBatch + i; - auto dstArea = dstBatch + i * c; - for (int ci = 0; ci < c; ++ci) { - dstArea[ci] = srcArea[ci * area]; +static void NCHW2NHWC(const T* source, T* dest, int b, int c, int area, bool isdeconv) { + if (isdeconv) { // (n, c, h, w) -> (c, h, w, n) + for (int ci = 0; ci < c; ++ci) { + auto dstStride0 = dest + area * b * ci; + auto srcStride0 = source + area * ci; + for (int i = 0; i < area; ++i) { + auto dstStride1 = dstStride0 + b * i; + auto srcStride1 = srcStride0 + i; + for (int bi = 0; bi < b; ++bi) { + dstStride1[bi] = srcStride1[bi * area * c]; + } + } + } + } else { // (n, c, h, w) -> (n, h, w, c) + int sourceBatchsize = c * area; + int destBatchSize = sourceBatchsize; + for (int bi = 0; bi < b; ++bi) { + auto srcBatch = source + bi * sourceBatchsize; + auto dstBatch = dest + bi * destBatchSize; + for (int i = 0; i < area; ++i) { + auto srcArea = srcBatch + i; + auto dstArea = dstBatch + i * c; + for (int ci = 0; ci < c; ++ci) { + dstArea[ci] = srcArea[ci * area]; + } } } } @@ -113,7 +127,7 @@ ErrorCode NNAPIConvolution::onResize(const std::vector &inputs, const quantWeight.reset(new int8_t[weightSize]); quantBias.reset(new int32_t[biasSize]); // [outputCount, inputChannel, h, w] -> [outputCount, h, w, inputChannel] - NCHW2NHWC(reinterpret_cast(weightPtr), quantWeight.get(), n, c, h * w); + NCHW2NHWC(reinterpret_cast(weightPtr), quantWeight.get(), n, c, h * w, isDeconv); // bias to int32 auto alpha = conv2D->quanParameter()->alpha()->data(); auto scaleIn = conv2D->quanParameter()->scaleIn(); @@ -130,7 +144,7 @@ ErrorCode NNAPIConvolution::onResize(const std::vector &inputs, const // std::unique_ptr nhwcWeight(new float[weightSize]); nhwcWeight.reset(new float[weightSize]); // [outputCount, inputChannel, h, w] -> [outputCount, h, w, inputChannel] - NCHW2NHWC(reinterpret_cast(weightPtr), nhwcWeight.get(), n, c, h * w); + NCHW2NHWC(reinterpret_cast(weightPtr), nhwcWeight.get(), n, c, h * w, isDeconv); inputIdxs.push_back(buildConstant(nhwcWeight.get(), weightSize * sizeof(float), ANEURALNETWORKS_TENSOR_FLOAT32, weightDims)); inputIdxs.push_back(buildConstant(biasPtr, biasSize * sizeof(float), ANEURALNETWORKS_TENSOR_FLOAT32, biasDims)); } @@ -162,12 +176,13 @@ ErrorCode NNAPIConvolution::onResize(const std::vector &inputs, const auto op = ANEURALNETWORKS_CONV_2D; if (mOp->type() == OpType_ConvolutionDepthwise) { op = ANEURALNETWORKS_DEPTHWISE_CONV_2D; - } else { - // TODO: deconv + } else if (mOp->type() == OpType_Deconvolution){ + op = ANEURALNETWORKS_TRANSPOSE_CONV_2D; } return buildOperation(op, inputIdxs, getTensorIdxs(outputs)); } REGISTER_NNAPI_OP_CREATOR(NNAPIConvolution, OpType_Convolution) REGISTER_NNAPI_OP_CREATOR(NNAPIConvolution, OpType_ConvolutionDepthwise) +REGISTER_NNAPI_OP_CREATOR(NNAPIConvolution, OpType_Deconvolution) } // namespace MNN diff --git a/source/backend/opencl/core/BufferPool.cpp b/source/backend/opencl/core/BufferPool.cpp index 09ab8cf50..0e2fcddd4 100644 --- a/source/backend/opencl/core/BufferPool.cpp +++ b/source/backend/opencl/core/BufferPool.cpp @@ -49,5 +49,14 @@ void BufferPool::clear() { mAllBuffer.clear(); } +void BufferPool::releaseFreeList() { + for(auto mf : mFreeList){ + auto iter = mAllBuffer.find(mf.second->buffer.get()); + if (iter != mAllBuffer.end()) { + mAllBuffer.erase(iter); + } + } + mFreeList.clear(); +} } // namespace OpenCL } // namespace MNN diff --git a/source/backend/opencl/core/BufferPool.hpp b/source/backend/opencl/core/BufferPool.hpp index 9428dd9b7..4e20f5551 100644 --- a/source/backend/opencl/core/BufferPool.hpp +++ b/source/backend/opencl/core/BufferPool.hpp @@ -26,6 +26,7 @@ class BufferPool : public NonCopyable { cl::Buffer* alloc(int size, bool separate = false); void recycle(cl::Buffer* buffer, bool release = false); void clear(); + void releaseFreeList(); struct Node { int size; diff --git a/source/backend/opencl/core/ImagePool.cpp b/source/backend/opencl/core/ImagePool.cpp index cf6f04f9e..a24dc51b8 100644 --- a/source/backend/opencl/core/ImagePool.cpp +++ b/source/backend/opencl/core/ImagePool.cpp @@ -60,5 +60,15 @@ void ImagePool::clear() { mFreeList.clear(); mAllImage.clear(); } + +void ImagePool::releaseFreeList() { + for(auto mf : mFreeList){ + auto iter = mAllImage.find(mf->image.get()); + if (iter != mAllImage.end()) { + mAllImage.erase(iter); + } + } + mFreeList.clear(); +} } // namespace OpenCL } // namespace MNN diff --git a/source/backend/opencl/core/ImagePool.hpp b/source/backend/opencl/core/ImagePool.hpp index e3b8288bd..bca99692e 100644 --- a/source/backend/opencl/core/ImagePool.hpp +++ b/source/backend/opencl/core/ImagePool.hpp @@ -24,6 +24,7 @@ class ImagePool : public NonCopyable { cl::Image* alloc(int w, int h, cl_channel_type type, bool separate = false); void recycle(cl::Image* image, bool release = false); void clear(); + void releaseFreeList(); struct Node { int w; diff --git a/source/backend/opencl/core/OpenCLBackend.cpp b/source/backend/opencl/core/OpenCLBackend.cpp index b3cf2b4d9..91a168d98 100644 --- a/source/backend/opencl/core/OpenCLBackend.cpp +++ b/source/backend/opencl/core/OpenCLBackend.cpp @@ -227,7 +227,8 @@ Backend* CLRuntime::onCreate(const BackendConfig* config) const { } void CLRuntime::onGabageCollect(int level) { - //nothing now + mImagePool->releaseFreeList(); + mBufferPool->releaseFreeList(); } bool CLRuntime::isCLRuntimeError() { diff --git a/source/backend/opencl/core/OpenCLRunningUtils.cpp b/source/backend/opencl/core/OpenCLRunningUtils.cpp index 51e474ee4..83381221b 100644 --- a/source/backend/opencl/core/OpenCLRunningUtils.cpp +++ b/source/backend/opencl/core/OpenCLRunningUtils.cpp @@ -49,11 +49,16 @@ std::pair, uint32_t> localWS3DDefault(const std::vectorgetMaxWorkItemSizes(); MNN_ASSERT(maxWorkItemSizes.size() >= 3); auto& tunedLws = runtime->tunedLwsMap(); + auto& tuneLws = runtime->getTuneLwsMap(); std::pair> info = std::make_pair(kernelName, gws); if (tunedLws.find(info) != tunedLws.end()) { //printf("conv2d1x1LocalWSOpt Found! gws:%d %d lws:%d %d\n", gws[0], gws[1], tunedLws[info][0], tunedLws[info][1]); return tunedLws[info]; } + std::pair, uint32_t> tuneLwsRes; + if(localWSTune(tuneLws, gws, kernelName, tuneLwsRes)){ + return tuneLwsRes; + } std::vector lws(3, 1); std::vector lws_prefer(4, 1); @@ -259,7 +264,7 @@ std::pair, uint32_t> localWS3DDefault(const std::vectorgetCLTuneLevel() != None) { //printf("3dLocalWS %d Insert! gws:%d %d %d, lws:%d %d %d\n", (int)tunedLws.size(), gws[0], gws[1], gws[2], lws_prefer[0], lws_prefer[1], lws_prefer[2]); tunedLws.insert(std::make_pair(info, std::make_pair(lws_prefer, min_cost))); } @@ -274,11 +279,16 @@ std::pair, uint32_t> localWS2DDefault(const std::vectorgetMaxWorkItemSizes(); MNN_ASSERT(maxWorkItemSizes.size() >= 2); auto& tunedLws = runtime->tunedLwsMap(); + auto& tuneLws = runtime->getTuneLwsMap(); std::pair> info = std::make_pair(kernelName, gws); if (tunedLws.find(info) != tunedLws.end()) { //printf("conv2d1x1LocalWSOpt Found! gws:%d %d lws:%d %d\n", gws[0], gws[1], tunedLws[info][0], tunedLws[info][1]); return tunedLws[info]; } + std::pair, uint32_t> tuneLwsRes; + if(localWSTune(tuneLws, gws, kernelName, tuneLwsRes)){ + return tuneLwsRes; + } std::vector lws(3, 1); std::vector lws_prefer(2, 1); @@ -453,7 +463,7 @@ std::pair, uint32_t> localWS2DDefault(const std::vectorgetCLTuneLevel() != None) { //printf("2dLocalWS %d Insert! gws:%d %d, lws:%d %d\n", (int)tunedLws.size(), gws[0], gws[1], lws_prefer[0], lws_prefer[1]); tunedLws.insert(std::make_pair(info, std::make_pair(lws_prefer, min_cost))); } @@ -700,5 +710,37 @@ void recordKernel3d(const ::cl::Kernel &kernel, const std::vector &gws #endif //ENABLE_OPENCL_TIME_PROFILER } +bool localWSTune(const std::map, std::pair, uint32_t>>>> &tuneMap, const std::vector &gws, const std::string &kernelName, std::pair, uint32_t>& res){ + float minScale = 0.1; + auto iter = tuneMap.find(kernelName); + if(iter == tuneMap.end()){ + return false; + } + auto gwsAndLws = iter->second; + int size = gws.size(); + int minPoint = INT_MAX; + int index = -1; + for(int i = 0; i < gwsAndLws.size(); ++i){ + int point = 0; + for(int j = 0; j < size; ++j){ + point += std::abs((int)gws[j] - (int)gwsAndLws[i].first[j]); + } + if(point < minPoint){ + index = i; + minPoint = point; + } + } + if(index != -1){ +// for(int i = 0; i < size; ++i){ +// float scale = (std::abs((float)gws[i] - (float)gwsAndLws[index].second[i])) / (float)gws[i]; +// if(scale >= minScale){ +// return localSize; +// } +// } + res = gwsAndLws[index].second; + } + return true; +} + } // namespace OpenCL } // namespace MNN diff --git a/source/backend/opencl/core/OpenCLRunningUtils.hpp b/source/backend/opencl/core/OpenCLRunningUtils.hpp index 759fbd35a..e29696b42 100644 --- a/source/backend/opencl/core/OpenCLRunningUtils.hpp +++ b/source/backend/opencl/core/OpenCLRunningUtils.hpp @@ -120,6 +120,8 @@ void runTurnKernelLWS2D(const ::cl::Kernel &kernel, const std::vector std::pair, uint32_t> localWS3DDefault(const std::vector &gws, const uint32_t maxWorkGroupSize, OpenCLRuntime *runtime, const std::string &kernelName, const cl::Kernel &mKernel); +bool localWSTune(const std::map, std::pair, uint32_t>>>> &tuneMap, const std::vector &gws, const std::string &kernelName, std::pair, uint32_t> &res); + std::pair, uint32_t> localWS2DDefault(const std::vector &gws, const uint32_t maxWorkGroupSize, OpenCLRuntime *runtime, const std::string &kernelName, const cl::Kernel &mKernel); diff --git a/source/backend/opencl/core/runtime/OpenCLRuntime.cpp b/source/backend/opencl/core/runtime/OpenCLRuntime.cpp index 6a1869c12..f12e6a534 100644 --- a/source/backend/opencl/core/runtime/OpenCLRuntime.cpp +++ b/source/backend/opencl/core/runtime/OpenCLRuntime.cpp @@ -360,6 +360,10 @@ std::map>, std::pair, std::pair, uint32_t>>>>& OpenCLRuntime::getTuneLwsMap() { + return mTuneLws; +} + OpenCLRuntime::~OpenCLRuntime() { #ifdef LOG_VERBOSE MNN_PRINT("start ~OpenCLRuntime !\n"); @@ -484,9 +488,9 @@ cl::Kernel OpenCLRuntime::buildKernel(const std::string &programName, const std: const std::set &buildOptions) { std::string buildOptionsStr; if (mIsSupportedFP16) { - buildOptionsStr = "-DFLOAT=half -DFLOAT2=half2 -DFLOAT4=half4 -DFLOAT8=half8 -DFLOAT16=half16 -DRI_F=read_imageh -DWI_F=write_imageh -DCONVERT_FLOAT4=convert_half4 -DMNN_SUPPORT_FP16"; + buildOptionsStr = "-DFLOAT=half -DFLOAT2=half2 -DFLOAT3=half3 -DFLOAT4=half4 -DFLOAT8=half8 -DFLOAT16=half16 -DRI_F=read_imageh -DWI_F=write_imageh -DCONVERT_FLOAT4=convert_half4 -DMNN_SUPPORT_FP16"; } else { - buildOptionsStr = "-DFLOAT=float -DFLOAT2=float2 -DFLOAT4=float4 -DFLOAT8=float8 -DRI_F=read_imagef -DFLOAT16=float16 -DWI_F=write_imagef -DCONVERT_FLOAT4=convert_float4"; + buildOptionsStr = "-DFLOAT=float -DFLOAT2=float2 -DFLOAT3=float3 -DFLOAT4=float4 -DFLOAT8=float8 -DRI_F=read_imagef -DFLOAT16=float16 -DWI_F=write_imagef -DCONVERT_FLOAT4=convert_float4"; } if(isSetWorkGroupAttribute) { @@ -726,6 +730,7 @@ bool OpenCLRuntime::setCache(std::pair cache) { } uint32_t cost = tun->timeCost(); mTunedLws.insert(std::make_pair(std::make_pair(tun->key()->str(), glo), std::make_pair(loc, cost))); + mTuneLws[tun->key()->str()].push_back(std::make_pair(glo, std::make_pair(loc, cost))); } } return true; diff --git a/source/backend/opencl/core/runtime/OpenCLRuntime.hpp b/source/backend/opencl/core/runtime/OpenCLRuntime.hpp index 44503d58b..e14abc724 100644 --- a/source/backend/opencl/core/runtime/OpenCLRuntime.hpp +++ b/source/backend/opencl/core/runtime/OpenCLRuntime.hpp @@ -136,6 +136,8 @@ class OpenCLRuntime { std::map>, std::pair, uint32_t>>& tunedLwsMap(); + std::map, std::pair, uint32_t>>>>& getTuneLwsMap(); + ::cl::Kernel buildKernel(const std::string &programName, const std::string &kernelName, const std::set &buildOptions); ::cl::Kernel buildKernelFromSource(const std::string&, const std::string &kernelName, @@ -206,6 +208,7 @@ class OpenCLRuntime { double mStopNanos; std::map>, std::pair, uint32_t>> mTunedLws; + std::map, std::pair, uint32_t>>>> mTuneLws; std::vector mBuffer; const void* mCacheOutside = nullptr; size_t mCacheOutsideSize = 0; diff --git a/source/backend/opencl/execution/buffer/ConvBufExecution.cpp b/source/backend/opencl/execution/buffer/ConvBufExecution.cpp index 9d738ae38..663e60c83 100644 --- a/source/backend/opencl/execution/buffer/ConvBufExecution.cpp +++ b/source/backend/opencl/execution/buffer/ConvBufExecution.cpp @@ -25,11 +25,16 @@ std::pair, uint32_t> ConvBufCommonExecution::gws2dLwsTune MNN_ASSERT(maxWorkItemSizes.size() >= 2); auto& tunedLws = runtime->tunedLwsMap(); + auto& tuneLws = runtime->getTuneLwsMap(); std::pair> info = std::make_pair(kernelName, gws); if (tunedLws.find(info) != tunedLws.end()) { //printf("ConvBuf2dGeneralLocalWS Found! gws:%d %d lws:%d %d\n", gws[0], gws[1], tunedLws[info][0], tunedLws[info][1]); return tunedLws[info]; } + std::pair, uint32_t> tuneLwsRes; + if(localWSTune(tuneLws, gws, kernelName, tuneLwsRes)){ + return tuneLwsRes; + } std::vector lws(3, 1); std::vector lws_prefer(3, 1); @@ -191,7 +196,7 @@ std::pair, uint32_t> ConvBufCommonExecution::gws2dLwsTune min_cost = (int)mOpenCLBackend->getOpenCLRuntime()->getCostTime(&event); } - if (tunedLws.find(info) == tunedLws.end()) { + if (tunedLws.find(info) == tunedLws.end() && runtime->getCLTuneLevel() != None) { //printf("ConvBuf2dGeneralLocalWS %d Insert! gws:%d %d, lws:%d %d, time:%dus\n", (int)tunedLws.size(), gws[0], gws[1], lws_prefer[0], lws_prefer[1], min_cost); tunedLws.insert(std::make_pair(info, std::make_pair(lws_prefer, min_cost))); } diff --git a/source/backend/opencl/execution/buffer/LoopBufExecution.cpp b/source/backend/opencl/execution/buffer/LoopBufExecution.cpp index 574a1426e..ddbbccb18 100644 --- a/source/backend/opencl/execution/buffer/LoopBufExecution.cpp +++ b/source/backend/opencl/execution/buffer/LoopBufExecution.cpp @@ -225,7 +225,7 @@ ErrorCode LoopBatchMatMulBufExecution::onResize(const std::vector &inp const int Width = Shape.at(2); const int Height = Shape.at(1); const int Batch = Shape.at(0); - mTmpTensors[i] = std::make_shared(Tensor::createDevice(std::vector{Batch, Channel, Height, Width}, Tensor::CAFFE)); + mTmpTensors[i] = std::make_shared(Tensor::createDevice(std::vector{Batch, Channel, ROUND_UP(Height, 4), ROUND_UP(Width, 4)}, Tensor::CAFFE)); mOpenCLBackend->onAcquireBuffer(mTmpTensors[i].get(), Backend::DYNAMIC); Unit unit; @@ -267,9 +267,10 @@ ErrorCode LoopBatchMatMulBufExecution::onResize(const std::vector &inp if (mTransposeB) { mBuildOptions.emplace("-DTRANSPOSE_B"); } + mBuildOptions.emplace("-DH_LEAVES=" + std::to_string(h % 4)); unit.kernel = runTime->buildKernel("loop", KernelName, mBuildOptions); uint32_t mMaxWorkGroupSize = static_cast(runTime->getMaxWorkGroupSize(unit.kernel)); - std::vector mGlobalWorkSize = {(uint32_t)(h), (uint32_t)(e),(uint32_t)(n)}; + std::vector mGlobalWorkSize = {(uint32_t)(UP_DIV(h, 4)), (uint32_t)(UP_DIV(e, 4)),(uint32_t)(n)}; uint32_t index = 0; cl_int ret = CL_SUCCESS; diff --git a/source/backend/opencl/execution/buffer/UnaryBufExecution.cpp b/source/backend/opencl/execution/buffer/UnaryBufExecution.cpp index 9d113470f..9ff26f4cc 100644 --- a/source/backend/opencl/execution/buffer/UnaryBufExecution.cpp +++ b/source/backend/opencl/execution/buffer/UnaryBufExecution.cpp @@ -170,7 +170,7 @@ class UnaryBufCreator : public OpenCLBackend::Creator { case UnaryOpOperation_SQUARE: return new UnaryBufExecution("in*in", backend); case UnaryOpOperation_RSQRT: - return new UnaryBufExecution("rsqrt(convert_float4(in))", backend); + return new UnaryBufExecution("rsqrt(convert_float4(in)>(float4)(0.000001)?convert_float4(in):(float4)(0.000001))", backend); case UnaryOpOperation_NEG: return new UnaryBufExecution("-(in)", backend); case UnaryOpOperation_EXP: diff --git a/source/backend/opencl/execution/cl/argmax_buf.cl b/source/backend/opencl/execution/cl/argmax_buf.cl index 5553e0584..8b7be9954 100644 --- a/source/backend/opencl/execution/cl/argmax_buf.cl +++ b/source/backend/opencl/execution/cl/argmax_buf.cl @@ -10,6 +10,18 @@ __private const int global_size_dim0, __private const int global_size_dim1, __pr return; \ } +#define ARGMAX_SELECT(a, b, c, d) \ + a.x = b.x < c.x ? d : a.x; \ + a.y = b.y < c.y ? d : a.y; \ + a.z = b.z < c.z ? d : a.z; \ + a.w = b.w < c.w ? d : a.w; \ + +#define ARGMIN_SELECT(a, b, c, d) \ + a.x = b.x > c.x ? d : a.x; \ + a.y = b.y > c.y ? d : a.y; \ + a.z = b.z > c.z ? d : a.z; \ + a.w = b.w > c.w ? d : a.w; \ + __kernel void argmax_width_buf(GLOBAL_SIZE_3_DIMS __global const FLOAT* input, __global FLOAT* output, @@ -39,10 +51,10 @@ __kernel void argmax_width_buf(GLOBAL_SIZE_3_DIMS for(int i = 1; i < inputWidth; ++i){ FLOAT4 value = vload4(i, input + offset); #ifdef ARGMAX - index = maxValue < value ? (int4)i : index; + ARGMAX_SELECT(index, maxValue, value, i); maxValue = fmax(maxValue, value); #else - index = maxValue > value ? (int4)i : index; + ARGMIN_SELECT(index, maxValue, value, i); maxValue = fmin(maxValue, value); #endif } @@ -79,10 +91,10 @@ __kernel void argmax_height_buf(GLOBAL_SIZE_3_DIMS for(int i = 1; i < inputHeight; ++i){ FLOAT4 value = vload4(i * inputWidth, input + offset); #ifdef ARGMAX - index = maxValue < value ? (int4)i : index; + ARGMAX_SELECT(index, maxValue, value, i); maxValue = fmax(maxValue, value); #else - index = maxValue > value ? (int4)i : index; + ARGMIN_SELECT(index, maxValue, value, i); maxValue = fmin(maxValue, value); #endif } @@ -243,10 +255,10 @@ __kernel void argmax_batch_buf(GLOBAL_SIZE_3_DIMS for(int i = 1; i < inputBatch; ++i){ FLOAT4 value = vload4(i * batchOffset, input + offset); #ifdef ARGMAX - index = maxValue < value ? (int4)i : index; + ARGMAX_SELECT(index, maxValue, value, i); maxValue = fmax(maxValue, value); #else - index = maxValue > value ? (int4)i : index; + ARGMIN_SELECT(index, maxValue, value, i); maxValue = fmin(maxValue, value); #endif } diff --git a/source/backend/opencl/execution/cl/loop.cl b/source/backend/opencl/execution/cl/loop.cl index 80891a504..2fd39a342 100644 --- a/source/backend/opencl/execution/cl/loop.cl +++ b/source/backend/opencl/execution/cl/loop.cl @@ -20,8 +20,9 @@ __kernel void batch_matmul(__private int global_dim0, __private int global_dim1, __private const int4 iters, __private const int4 steps) { int3 pos = (int3)(get_global_id(0), get_global_id(1), get_global_id(2)); - if (pos.x < global_dim0 && pos.y < global_dim1 && pos.z < global_dim2) { + pos.x <<= 2; + pos.y <<= 2; int4 index = (int4)(pos.z); if (iters.x >= 0) { index.x = (int)(offset_O[pos.z]); @@ -52,28 +53,165 @@ __kernel void batch_matmul(__private int global_dim0, __private int global_dim1, #endif #ifdef BIAS - FLOAT value = input_C[offset.w + pos.x]; + FLOAT4 value0 = vload4(0, input_C + offset.w + pos.x); + FLOAT4 value1 = value0; + FLOAT4 value2 = value0; + FLOAT4 value3 = value0; #else - FLOAT value = 0; + FLOAT4 value0 = (FLOAT4)0; + FLOAT4 value1 = (FLOAT4)0; + FLOAT4 value2 = (FLOAT4)0; + FLOAT4 value3 = (FLOAT4)0; #endif - for(int i = 0; i < l; ++i){ + const int l_pack = (l + 3) >> 2; + for(int i = 0; i < l_pack - 1; ++i){ + int l_offset = i << 2; + FLOAT4 value_a0, value_a1, value_a2, value_a3, value_b0, value_b1, value_b2, value_b3; #if TRANSPOSE_A - FLOAT value_a = A_ptr[i * e]; + value_a0 = vload4(0, A_ptr + l_offset * e); + value_a1 = vload4(0, A_ptr + (l_offset + 1) * e); + value_a2 = vload4(0, A_ptr + (l_offset + 2) * e); + value_a3 = vload4(0, A_ptr + (l_offset + 3) * e); #else - FLOAT value_a = A_ptr[i]; + value_a0 = vload4(0, A_ptr + l_offset); + value_a1 = vload4(0, A_ptr + l_offset + l); + value_a2 = vload4(0, A_ptr + l_offset + 2 * l); + value_a3 = vload4(0, A_ptr + l_offset + 3 * l); #endif #if TRANSPOSE_B - FLOAT value_b = B_ptr[i]; + FLOAT4 value_tmp0 = vload4(0, B_ptr + l_offset); + FLOAT4 value_tmp1 = vload4(0, B_ptr + l_offset + l); + FLOAT4 value_tmp2 = vload4(0, B_ptr + l_offset + 2 * l); + FLOAT4 value_tmp3 = vload4(0, B_ptr + l_offset + 3 * l); + value_b0 = (FLOAT4)(value_tmp0.x, value_tmp1.x, value_tmp2.x, value_tmp3.x); + value_b1 = (FLOAT4)(value_tmp0.y, value_tmp1.y, value_tmp2.y, value_tmp3.y); + value_b2 = (FLOAT4)(value_tmp0.z, value_tmp1.z, value_tmp2.z, value_tmp3.z); + value_b3 = (FLOAT4)(value_tmp0.w, value_tmp1.w, value_tmp2.w, value_tmp3.w); #else - FLOAT value_b = B_ptr[i * h]; + value_b0 = vload4(0, B_ptr + l_offset * h); + value_b1 = vload4(0, B_ptr + (l_offset + 1) * h); + value_b2 = vload4(0, B_ptr + (l_offset + 2) * h); + value_b3 = vload4(0, B_ptr + (l_offset + 3) * h); #endif - value = mad(value_a, value_b, value); +#ifdef TRANSPOSE_A + value0 = mad((FLOAT4)value_a0.x, value_b0, value0); + value0 = mad((FLOAT4)value_a1.x, value_b1, value0); + value0 = mad((FLOAT4)value_a2.x, value_b2, value0); + value0 = mad((FLOAT4)value_a3.x, value_b3, value0); + + value1 = mad((FLOAT4)value_a0.y, value_b0, value1); + value1 = mad((FLOAT4)value_a1.y, value_b1, value1); + value1 = mad((FLOAT4)value_a2.y, value_b2, value1); + value1 = mad((FLOAT4)value_a3.y, value_b3, value1); + + value2 = mad((FLOAT4)value_a0.z, value_b0, value2); + value2 = mad((FLOAT4)value_a1.z, value_b1, value2); + value2 = mad((FLOAT4)value_a2.z, value_b2, value2); + value2 = mad((FLOAT4)value_a3.z, value_b3, value2); + + value3 = mad((FLOAT4)value_a0.w, value_b0, value3); + value3 = mad((FLOAT4)value_a1.w, value_b1, value3); + value3 = mad((FLOAT4)value_a2.w, value_b2, value3); + value3 = mad((FLOAT4)value_a3.w, value_b3, value3); +#else + value0 = mad((FLOAT4)value_a0.x, value_b0, value0); + value0 = mad((FLOAT4)value_a0.y, value_b1, value0); + value0 = mad((FLOAT4)value_a0.z, value_b2, value0); + value0 = mad((FLOAT4)value_a0.w, value_b3, value0); + + value1 = mad((FLOAT4)value_a1.x, value_b0, value1); + value1 = mad((FLOAT4)value_a1.y, value_b1, value1); + value1 = mad((FLOAT4)value_a1.z, value_b2, value1); + value1 = mad((FLOAT4)value_a1.w, value_b3, value1); + + value2 = mad((FLOAT4)value_a2.x, value_b0, value2); + value2 = mad((FLOAT4)value_a2.y, value_b1, value2); + value2 = mad((FLOAT4)value_a2.z, value_b2, value2); + value2 = mad((FLOAT4)value_a2.w, value_b3, value2); + + value3 = mad((FLOAT4)value_a3.x, value_b0, value3); + value3 = mad((FLOAT4)value_a3.y, value_b1, value3); + value3 = mad((FLOAT4)value_a3.z, value_b2, value3); + value3 = mad((FLOAT4)value_a3.w, value_b3, value3); +#endif } - output[offset.x + pos.y * h + pos.x] = value; + for(int i = ((l_pack - 1) << 2); i < l; ++i){ +#if TRANSPOSE_A + FLOAT4 value_a = vload4(0, A_ptr + i * e); +#else + FLOAT4 value_a; + value_a.x = A_ptr[i]; + value_a.y = A_ptr[i + l]; + value_a.z = A_ptr[i + 2 * l]; + value_a.w = A_ptr[i + 3 * l]; +#endif + +#if TRANSPOSE_B + FLOAT4 value_b; + value_b.x = B_ptr[i]; + value_b.y = B_ptr[i + l]; + value_b.z = B_ptr[i + 2 * l]; + value_b.w = B_ptr[i + 3 * l]; +#else + FLOAT4 value_b = vload4(0, B_ptr + i * h); +#endif + + value0 = mad((FLOAT4)value_a.x, value_b, value0); + value1 = mad((FLOAT4)value_a.y, value_b, value1); + value2 = mad((FLOAT4)value_a.z, value_b, value2); + value3 = mad((FLOAT4)value_a.w, value_b, value3); + } + + const int output_offset = offset.x + pos.y * h + pos.x; +#if H_LEAVES == 0 + vstore4(value0, 0, output + output_offset); + if(pos.y + 1 >= e) return; + vstore4(value1, 0, output + output_offset + h); + if(pos.y + 2 >= e) return; + vstore4(value2, 0, output + output_offset + 2 * h); + if(pos.y + 3 >= e) return; + vstore4(value3, 0, output + output_offset + 3 * h); +#else + if(pos.x + 3 < h){ + vstore4(value0, 0, output + output_offset); + if(pos.y + 1 >= e) return; + vstore4(value1, 0, output + output_offset + h); + if(pos.y + 2 >= e) return; + vstore4(value2, 0, output + output_offset + 2 * h); + if(pos.y + 3 >= e) return; + vstore4(value3, 0, output + output_offset + 3 * h); + }else{ +#if H_LEAVES == 1 + output[output_offset] = value0.x; + if(pos.y + 1 >= e) return; + output[output_offset + h] = value1.x; + if(pos.y + 2 >= e) return; + output[output_offset + 2 * h] = value2.x; + if(pos.y + 3 >= e) return; + output[output_offset + 3 * h] = value3.x; +#elif H_LEAVES == 2 + vstore2((FLOAT2)value0.xy, 0, output + output_offset); + if(pos.y + 1 >= e) return; + vstore2((FLOAT2)value1.xy, 0, output + output_offset + h); + if(pos.y + 2 >= e) return; + vstore2((FLOAT2)value2.xy, 0, output + output_offset + 2 * h); + if(pos.y + 3 >= e) return; + vstore2((FLOAT2)value3.xy, 0, output + output_offset + 3 * h); +#elif H_LEAVES == 3 + vstore3((FLOAT3)value0.xyz, 0, output + output_offset); + if(pos.y + 1 >= e) return; + vstore3((FLOAT3)value1.xyz, 0, output + output_offset + h); + if(pos.y + 2 >= e) return; + vstore3((FLOAT3)value2.xyz, 0, output + output_offset + 2 * h); + if(pos.y + 3 >= e) return; + vstore3((FLOAT3)value3.xyz, 0, output + output_offset + 3 * h); +#endif + } +#endif } } diff --git a/source/backend/opencl/execution/cl/opencl_program.cc b/source/backend/opencl/execution/cl/opencl_program.cc index 19a7c3632..fff27bded 100644 --- a/source/backend/opencl/execution/cl/opencl_program.cc +++ b/source/backend/opencl/execution/cl/opencl_program.cc @@ -66,7 +66,7 @@ extern const std::map> OpenCLProgramMap }, { "softmax", - { 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} }, #ifndef MNN_OPENCL_BUFFER_CLOSED { @@ -166,12 +166,12 @@ extern const std::map> OpenCLProgramMap }, { "loop", - { 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} }, #ifndef MNN_OPENCL_BUFFER_CLOSED { "argmax_buf", - { 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} }, #endif #ifndef MNN_OPENCL_BUFFER_CLOSED @@ -237,7 +237,7 @@ extern const std::map> OpenCLProgramMap #ifndef MNN_OPENCL_BUFFER_CLOSED { "softmax_buf", - { 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} }, #endif #ifndef MNN_OPENCL_BUFFER_CLOSED diff --git a/source/backend/opencl/execution/cl/softmax.cl b/source/backend/opencl/execution/cl/softmax.cl index 23133d7de..2bc3243fe 100644 --- a/source/backend/opencl/execution/cl/softmax.cl +++ b/source/backend/opencl/execution/cl/softmax.cl @@ -243,7 +243,7 @@ __kernel void softmax_width(GLOBAL_SIZE_3_DIMS __read_only image2d_t input, __wr /*Compute Exp Sum*/ FLOAT4 sumValue = (FLOAT4)0; - for (int i=lid; i &inputs const int Width = Shape.at(2); const int Height = Shape.at(1); const int Batch = Shape.at(0); - mTmpBuffers[i] = bufferPool->alloc(input->elementSize() * bufferUnitSize); + mTmpBuffers[i] = bufferPool->alloc(Batch * Channel * ROUND_UP(Height, 4) * ROUND_UP(Width, 4) * bufferUnitSize); Unit unit; _TileTensor(input, mTmpBuffers[i], unit.kernel, unit.globalWorkSize, unit.localWorkSize, Width, Height, Channel, Batch, runTime, mBuildOptions); @@ -284,7 +284,7 @@ ErrorCode LoopBatchMatMulExecution::onResize(const std::vector &inputs // matmul { - mTmpBuffers[0] = bufferPool->alloc(n * e * h * bufferUnitSize); + mTmpBuffers[0] = bufferPool->alloc(n * e * h * bufferUnitSize); int offset_index = 0; Unit unit; @@ -298,9 +298,10 @@ ErrorCode LoopBatchMatMulExecution::onResize(const std::vector &inputs if (mTransposeB) { mBuildOptions.emplace("-DTRANSPOSE_B"); } + mBuildOptions.emplace("-DH_LEAVES=" + std::to_string(h % 4)); unit.kernel = runTime->buildKernel("loop", KernelName, mBuildOptions); uint32_t mMaxWorkGroupSize = static_cast(runTime->getMaxWorkGroupSize(unit.kernel)); - std::vector mGlobalWorkSize = {(uint32_t)(h), (uint32_t)(e),(uint32_t)(n)}; + std::vector mGlobalWorkSize = {(uint32_t)(UP_DIV(h, 4)), (uint32_t)(UP_DIV(e, 4)),(uint32_t)(n)}; uint32_t index = 0; cl_int ret = CL_SUCCESS; diff --git a/source/backend/opencl/execution/image/UnaryExecution.cpp b/source/backend/opencl/execution/image/UnaryExecution.cpp index 8e4ae8500..bfa69c1e0 100644 --- a/source/backend/opencl/execution/image/UnaryExecution.cpp +++ b/source/backend/opencl/execution/image/UnaryExecution.cpp @@ -111,7 +111,7 @@ class UnaryCreator : public OpenCLBackend::Creator { case UnaryOpOperation_SQUARE: return new UnaryExecution("in*in", backend); case UnaryOpOperation_RSQRT: - return new UnaryExecution("rsqrt(convert_float4(in))", backend); + return new UnaryExecution("rsqrt(convert_float4(in)>(float4)(0.000001)?convert_float4(in):(float4)(0.000001))", backend); case UnaryOpOperation_NEG: return new UnaryExecution("-(in)", backend); case UnaryOpOperation_EXP: diff --git a/source/backend/vulkan/buffer/backend/VulkanBackend.cpp b/source/backend/vulkan/buffer/backend/VulkanBackend.cpp index ed3d44152..34caef9b0 100644 --- a/source/backend/vulkan/buffer/backend/VulkanBackend.cpp +++ b/source/backend/vulkan/buffer/backend/VulkanBackend.cpp @@ -270,6 +270,9 @@ void VulkanBackend::_finish() const { const VulkanDevice& VulkanBackend::device() const { return (* mRuntime->mDevice); } +const VulkanPipelineFactory* VulkanBackend::getPipelineFactory() const { + return mRuntime->mPipelineFactory.get(); +} static Tensor::DimensionType _convert(MNN_DATA_FORMAT format) { switch (format) { diff --git a/source/backend/vulkan/buffer/backend/VulkanBackend.hpp b/source/backend/vulkan/buffer/backend/VulkanBackend.hpp index 107d01a0f..4861ce30c 100644 --- a/source/backend/vulkan/buffer/backend/VulkanBackend.hpp +++ b/source/backend/vulkan/buffer/backend/VulkanBackend.hpp @@ -33,6 +33,7 @@ class VulkanBackend : public Backend { virtual const Runtime* getRuntime() override { return mRuntime; } + const VulkanPipelineFactory* getPipelineFactory() const; const VulkanPipeline* getPipeline(const std::string& key, const std::vector& types, const std::vector& localSize = std::vector()) const; @@ -78,8 +79,8 @@ class VulkanBackend : public Backend { std::shared_ptr allocUniform(const void* src = nullptr, int size = 0); void recycleUniform(std::shared_ptr buffer); -private: const VulkanDevice& device() const; +private: void _finish() const; std::shared_ptr mCmdBuffer; diff --git a/source/backend/vulkan/buffer/compiler/AllShader.cpp b/source/backend/vulkan/buffer/compiler/AllShader.cpp index 81bd8a065..889c54d68 100644 --- a/source/backend/vulkan/buffer/compiler/AllShader.cpp +++ b/source/backend/vulkan/buffer/compiler/AllShader.cpp @@ -1709,1200 +1709,104 @@ const unsigned char glsl_select_comp[] = { }; unsigned int glsl_select_comp_len = 2436; -const unsigned char glsl_convolutionDepthwiseMali_comp[] = { +const unsigned char glsl_norm_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, - 0x0a, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x9f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 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0x00, 0x01, 0x00 }; -unsigned int glsl_binary_VMIN_comp_len = 2348; +unsigned int glsl_binary_VMIN_comp_len = 2348; + +const unsigned char glsl_binary_LESS_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, + 0x0d, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x11, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00, + 0xb8, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x6d, 0x61, 0x69, 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0x00, 0x25, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, + 0x25, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_binary_LESS_comp_len = 2424; -const unsigned char glsl_binary_LESS_comp[] = { +const unsigned char glsl_binary_LESSEQUAL_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, @@ -7657,7 +6767,7 @@ const unsigned char glsl_binary_LESS_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, - 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xb8, 0x00, 0x05, 0x00, + 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xbc, 0x00, 0x05, 0x00, 0x58, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x06, 0x00, 0x27, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, @@ -7681,9 +6791,9 @@ const unsigned char glsl_binary_LESS_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 }; -unsigned int glsl_binary_LESS_comp_len = 2424; +unsigned int glsl_binary_LESSEQUAL_comp_len = 2424; -const unsigned char glsl_binary_LESSEQUAL_comp[] = { +const unsigned char glsl_binary_GREATER_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, @@ -7863,7 +6973,7 @@ const unsigned char glsl_binary_LESSEQUAL_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, - 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xbc, 0x00, 0x05, 0x00, + 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xba, 0x00, 0x05, 0x00, 0x58, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x06, 0x00, 0x27, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, @@ -7887,9 +6997,9 @@ const unsigned char glsl_binary_LESSEQUAL_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 }; -unsigned int glsl_binary_LESSEQUAL_comp_len = 2424; +unsigned int glsl_binary_GREATER_comp_len = 2424; -const unsigned char glsl_binary_GREATER_comp[] = { +const unsigned char glsl_binary_GREATEREQUAL_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, @@ -8069,7 +7179,7 @@ const unsigned char glsl_binary_GREATER_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, - 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xba, 0x00, 0x05, 0x00, + 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xbe, 0x00, 0x05, 0x00, 0x58, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x06, 0x00, 0x27, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, @@ -8093,9 +7203,9 @@ const unsigned char glsl_binary_GREATER_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 }; -unsigned int glsl_binary_GREATER_comp_len = 2424; +unsigned int glsl_binary_GREATEREQUAL_comp_len = 2424; -const unsigned char glsl_binary_GREATEREQUAL_comp[] = { +const unsigned char glsl_binary_EQUAL_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, @@ -8275,7 +7385,7 @@ const unsigned char glsl_binary_GREATEREQUAL_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, - 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xbe, 0x00, 0x05, 0x00, + 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xb4, 0x00, 0x05, 0x00, 0x58, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x06, 0x00, 0x27, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, @@ -8299,9 +7409,9 @@ const unsigned char glsl_binary_GREATEREQUAL_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 }; -unsigned int glsl_binary_GREATEREQUAL_comp_len = 2424; +unsigned int glsl_binary_EQUAL_comp_len = 2424; -const unsigned char glsl_binary_EQUAL_comp[] = { +const unsigned char glsl_binary_NOTEQUAL_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, @@ -8481,7 +7591,7 @@ const unsigned char glsl_binary_EQUAL_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, - 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xb4, 0x00, 0x05, 0x00, + 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xb7, 0x00, 0x05, 0x00, 0x58, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x06, 0x00, 0x27, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, @@ -8505,11 +7615,11 @@ const unsigned char glsl_binary_EQUAL_comp[] = { 0xf9, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 }; -unsigned int glsl_binary_EQUAL_comp_len = 2424; +unsigned int glsl_binary_NOTEQUAL_comp_len = 2424; -const unsigned char glsl_binary_NOTEQUAL_comp[] = { +const unsigned char glsl_binary_VMOD_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, - 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x77, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, @@ -8540,10 +7650,10 @@ const unsigned char glsl_binary_NOTEQUAL_comp[] = { 0x06, 0x00, 0x05, 0x00, 0x41, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x64, 0x61, 0x74, 0x61, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x43, 0x00, 0x00, 0x00, 0x75, 0x49, 0x6e, 0x70, 0x75, 0x74, 0x31, 0x00, - 0x05, 0x00, 0x05, 0x00, 0x68, 0x00, 0x00, 0x00, 0x64, 0x65, 0x73, 0x74, + 0x05, 0x00, 0x05, 0x00, 0x64, 0x00, 0x00, 0x00, 0x64, 0x65, 0x73, 0x74, 0x42, 0x75, 0x66, 0x66, 0x65, 0x72, 0x00, 0x00, 0x06, 0x00, 0x05, 0x00, - 0x68, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x64, 0x61, 0x74, 0x61, - 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x6a, 0x00, 0x00, 0x00, + 0x64, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x64, 0x61, 0x74, 0x61, + 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x66, 0x00, 0x00, 0x00, 0x75, 0x4f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x00, 0x47, 0x00, 0x04, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, @@ -8569,15 +7679,15 @@ const unsigned char glsl_binary_NOTEQUAL_comp[] = { 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x43, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x43, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, - 0x47, 0x00, 0x04, 0x00, 0x67, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, - 0x10, 0x00, 0x00, 0x00, 0x48, 0x00, 0x04, 0x00, 0x68, 0x00, 0x00, 0x00, + 0x47, 0x00, 0x04, 0x00, 0x63, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x10, 0x00, 0x00, 0x00, 0x48, 0x00, 0x04, 0x00, 0x64, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, - 0x68, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, - 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x68, 0x00, 0x00, 0x00, - 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x6a, 0x00, 0x00, 0x00, + 0x64, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x64, 0x00, 0x00, 0x00, + 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x66, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, - 0x6a, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, - 0x47, 0x00, 0x04, 0x00, 0x70, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, + 0x66, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x47, 0x00, 0x04, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00, 0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, @@ -8613,24 +7723,19 @@ const unsigned char glsl_binary_NOTEQUAL_comp[] = { 0x42, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x41, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x42, 0x00, 0x00, 0x00, 0x43, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, - 0x44, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00, - 0x58, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, - 0x2b, 0x00, 0x04, 0x00, 0x26, 0x00, 0x00, 0x00, 0x5a, 0x00, 0x00, 0x00, - 0x00, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x26, 0x00, 0x00, 0x00, - 0x5b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x2c, 0x00, 0x07, 0x00, - 0x27, 0x00, 0x00, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x5a, 0x00, 0x00, 0x00, - 0x5a, 0x00, 0x00, 0x00, 0x5a, 0x00, 0x00, 0x00, 0x5a, 0x00, 0x00, 0x00, - 0x2c, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, - 0x5b, 0x00, 0x00, 0x00, 0x5b, 0x00, 0x00, 0x00, 0x5b, 0x00, 0x00, 0x00, - 0x5b, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, - 0x5f, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, - 0x67, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, - 0x68, 0x00, 0x00, 0x00, 0x67, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, - 0x69, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00, - 0x3b, 0x00, 0x04, 0x00, 0x69, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00, + 0x44, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x2b, 0x00, 0x04, 0x00, 0x26, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, + 0x61, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, + 0x60, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, + 0x63, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, + 0x64, 0x00, 0x00, 0x00, 0x63, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, + 0x65, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, + 0x3b, 0x00, 0x04, 0x00, 0x65, 0x00, 0x00, 0x00, 0x66, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, - 0x6f, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, - 0x0b, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, 0x6f, 0x00, 0x00, 0x00, + 0x6b, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, + 0x0b, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x6b, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00, 0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x05, 0x00, 0x00, 0x00, @@ -8665,7 +7770,7 @@ const unsigned char glsl_binary_NOTEQUAL_comp[] = { 0x3d, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, 0x3a, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x3a, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, - 0x27, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, + 0x27, 0x00, 0x00, 0x00, 0x74, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x45, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00, @@ -8686,32 +7791,30 @@ const unsigned char glsl_binary_NOTEQUAL_comp[] = { 0x52, 0x00, 0x00, 0x00, 0x52, 0x00, 0x00, 0x00, 0x52, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, - 0x79, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, - 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0xb7, 0x00, 0x05, 0x00, - 0x58, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, - 0x79, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x06, 0x00, 0x27, 0x00, 0x00, 0x00, - 0x5e, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, - 0x5c, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x1f, 0x00, 0x00, 0x00, - 0x60, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x5f, 0x00, 0x00, 0x00, - 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x61, 0x00, 0x00, 0x00, - 0x60, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x05, 0x00, 0x22, 0x00, 0x00, 0x00, - 0x62, 0x00, 0x00, 0x00, 0x61, 0x00, 0x00, 0x00, 0x5f, 0x00, 0x00, 0x00, - 0xf7, 0x00, 0x03, 0x00, 0x64, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, - 0xfa, 0x00, 0x04, 0x00, 0x62, 0x00, 0x00, 0x00, 0x63, 0x00, 0x00, 0x00, - 0x64, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x63, 0x00, 0x00, 0x00, - 0x0c, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x66, 0x00, 0x00, 0x00, - 0x01, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, - 0x5c, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, 0x64, 0x00, 0x00, 0x00, - 0xf8, 0x00, 0x02, 0x00, 0x64, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, - 0x27, 0x00, 0x00, 0x00, 0x7a, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, - 0x50, 0x00, 0x00, 0x00, 0x66, 0x00, 0x00, 0x00, 0x63, 0x00, 0x00, 0x00, - 0x41, 0x00, 0x06, 0x00, 0x33, 0x00, 0x00, 0x00, 0x6e, 0x00, 0x00, 0x00, - 0x6a, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, - 0x3e, 0x00, 0x03, 0x00, 0x6e, 0x00, 0x00, 0x00, 0x7a, 0x00, 0x00, 0x00, + 0x75, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, + 0x53, 0x00, 0x00, 0x00, 0x4f, 0x00, 0x00, 0x00, 0x8d, 0x00, 0x05, 0x00, + 0x27, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, 0x74, 0x00, 0x00, 0x00, + 0x75, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x1f, 0x00, 0x00, 0x00, + 0x5a, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, + 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x5b, 0x00, 0x00, 0x00, + 0x5a, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x05, 0x00, 0x22, 0x00, 0x00, 0x00, + 0x5c, 0x00, 0x00, 0x00, 0x5b, 0x00, 0x00, 0x00, 0x59, 0x00, 0x00, 0x00, + 0xf7, 0x00, 0x03, 0x00, 0x5e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0xfa, 0x00, 0x04, 0x00, 0x5c, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, + 0x5e, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x5d, 0x00, 0x00, 0x00, + 0x0c, 0x00, 0x07, 0x00, 0x27, 0x00, 0x00, 0x00, 0x62, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, + 0x61, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, 0x5e, 0x00, 0x00, 0x00, + 0xf8, 0x00, 0x02, 0x00, 0x5e, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x07, 0x00, + 0x27, 0x00, 0x00, 0x00, 0x76, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, + 0x50, 0x00, 0x00, 0x00, 0x62, 0x00, 0x00, 0x00, 0x5d, 0x00, 0x00, 0x00, + 0x41, 0x00, 0x06, 0x00, 0x33, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00, + 0x66, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, + 0x3e, 0x00, 0x03, 0x00, 0x6a, 0x00, 0x00, 0x00, 0x76, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x25, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 }; -unsigned int glsl_binary_NOTEQUAL_comp_len = 2424; +unsigned int glsl_binary_VMOD_comp_len = 2340; const unsigned char glsl_matmulunit_HAS_BIAS_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, @@ -15688,107 +14791,345 @@ const unsigned char glsl_resizeNearest_comp[] = { 0x02, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x6d, 0x00, 0x00, 0x00, 0x6e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, - 0x6f, 0x00, 0x00, 0x00, 0x6e, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, - 0x06, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00, - 0x6f, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x6d, 0x00, 0x00, 0x00, - 0x71, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, + 0x6f, 0x00, 0x00, 0x00, 0x6e, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00, + 0x6f, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x6d, 0x00, 0x00, 0x00, + 0x71, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, + 0x2b, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x72, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x73, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00, + 0x72, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x7c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x6f, 0x00, 0x00, 0x00, + 0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x7d, 0x00, 0x00, 0x00, + 0x73, 0x00, 0x00, 0x00, 0x7c, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, 0x7d, 0x00, 0x00, 0x00, + 0x4a, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x85, 0x00, 0x00, 0x00, + 0x86, 0x00, 0x00, 0x00, 0x66, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, + 0x84, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00, + 0x87, 0x00, 0x00, 0x00, 0x86, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, + 0x6d, 0x00, 0x00, 0x00, 0x8e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, + 0x1d, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x8f, 0x00, 0x00, 0x00, 0x8e, 0x00, 0x00, 0x00, + 0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x90, 0x00, 0x00, 0x00, + 0x6a, 0x00, 0x00, 0x00, 0x8f, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, + 0x6d, 0x00, 0x00, 0x00, 0x91, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, + 0x1d, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x92, 0x00, 0x00, 0x00, 0x91, 0x00, 0x00, 0x00, + 0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x93, 0x00, 0x00, 0x00, + 0x90, 0x00, 0x00, 0x00, 0x92, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x98, 0x00, 0x00, 0x00, 0x4d, 0x00, 0x00, 0x00, + 0x8f, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x99, 0x00, 0x00, 0x00, 0x93, 0x00, 0x00, 0x00, 0x98, 0x00, 0x00, 0x00, + 0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, + 0x99, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, + 0x85, 0x00, 0x00, 0x00, 0x9e, 0x00, 0x00, 0x00, 0x8b, 0x00, 0x00, 0x00, + 0x17, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, + 0x9e, 0x00, 0x00, 0x00, 0x87, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, + 0x33, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x33, 0x00, 0x00, 0x00, + 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_resizeNearest_comp_len = 2624; + +const unsigned char glsl_resizeNearest_NEAREST_ROUND_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0xa6, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, + 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1996; +unsigned int glsl_reduce_VMAX_comp_len = 3400; const unsigned char glsl_reduce_VMIN_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, - 0x8c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0xf7, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, - 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x07, 0x00, 0x05, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, - 0x0d, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, - 0x11, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, - 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00, - 0xb8, 0x01, 0x00, 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0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, - 0x77, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, - 0x47, 0x00, 0x04, 0x00, 0x7d, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, + 0xdb, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x47, 0x00, 0x04, 0x00, 0xe0, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00, 0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, @@ -16635,103 +16523,209 @@ const unsigned char glsl_reduce_SUM_comp[] = { 0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, - 0x16, 0x00, 0x03, 0x00, 0x17, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, - 0x1e, 0x00, 0x06, 0x00, 0x18, 0x00, 0x00, 0x00, 0x06, 0x00, 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0x00, 0x00, + 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_blitregion_comp_len = 3536; + +const unsigned char glsl_range_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0x3b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, + 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x11, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00, + 0xb8, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x6d, 0x61, 0x69, 0x6e, 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0x6b, 0x00, 0x00, 0x00, 0x67, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, + 0x13, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x6b, 0x00, 0x00, 0x00, + 0x72, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, 0x20, 0x00, 0x00, 0x00, + 0xf8, 0x00, 0x02, 0x00, 0x20, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, + 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_onehot_comp_len = 2248; + +const unsigned char glsl_binary_blit_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0x16, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, + 0x3e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 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0x00, 0x00, 0x00, + 0x8b, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, 0xef, 0x00, 0x00, 0x00, + 0x3e, 0x00, 0x03, 0x00, 0xa2, 0x00, 0x00, 0x00, 0xa1, 0x00, 0x00, 0x00, + 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, + 0x50, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_binary_blit_SUB_comp_len = 2808; + +const unsigned char glsl_binary_blit_MUL_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0xf6, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, + 0x41, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 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glsl_blitregion_comp_len = 3536; +unsigned int glsl_binary_blit_DIV_comp_len = 2808; -const unsigned char glsl_range_comp[] = { +const unsigned char glsl_binary_blit_POW_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, - 0x3b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0xf6, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, - 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x41, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 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0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, + 0x92, 0x00, 0x00, 0x00, 0xa2, 0x00, 0x00, 0x00, 0x8b, 0x00, 0x00, 0x00, + 0x71, 0x00, 0x00, 0x00, 0xef, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, + 0xa2, 0x00, 0x00, 0x00, 0xa1, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, + 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, + 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_binary_blit_VMAX_comp_len = 2816; + +const unsigned char glsl_binary_blit_SQUDIFF_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0xfe, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 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0x06, 0x00, + 0x98, 0x00, 0x00, 0x00, 0xa8, 0x00, 0x00, 0x00, 0x91, 0x00, 0x00, 0x00, + 0x77, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, + 0xa8, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, + 0x56, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x56, 0x00, 0x00, 0x00, + 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_binary_blit_LESSEQUAL_comp_len = 2936; + +const unsigned char glsl_binary_blit_GREATER_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0xfd, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, + 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0x00, 0x00, 0xfc, 0x00, 0x00, 0x00, + 0xfb, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x00, 0x00, + 0x51, 0x00, 0x05, 0x00, 0x0e, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, + 0xfc, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, + 0x98, 0x00, 0x00, 0x00, 0xa8, 0x00, 0x00, 0x00, 0x91, 0x00, 0x00, 0x00, + 0x77, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, + 0xa8, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, + 0x56, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x56, 0x00, 0x00, 0x00, + 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_binary_blit_GREATER_comp_len = 2936; + +const unsigned char glsl_binary_blit_GREATEREQUAL_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0xfd, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 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0x01, 0x00 +}; +unsigned int glsl_binary_blit_EQUAL_comp_len = 2936; + +const unsigned char glsl_binary_blit_NOTEQUAL_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0xfd, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, + 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00, + 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, + 0x48, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x11, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00, + 0xb8, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 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0x00, 0x00, 0x00, 0xe9, 0x00, 0x00, 0x00, + 0xeb, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x92, 0x00, 0x00, 0x00, + 0x93, 0x00, 0x00, 0x00, 0x90, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, + 0xbd, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, + 0x94, 0x00, 0x00, 0x00, 0x93, 0x00, 0x00, 0x00, 0x50, 0x00, 0x07, 0x00, + 0x0f, 0x00, 0x00, 0x00, 0x95, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00, + 0x94, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00, + 0x41, 0x00, 0x06, 0x00, 0x92, 0x00, 0x00, 0x00, 0x9b, 0x00, 0x00, 0x00, + 0x99, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, 0xd6, 0x00, 0x00, 0x00, + 0x3d, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, + 0x9b, 0x00, 0x00, 0x00, 0x50, 0x00, 0x07, 0x00, 0x0f, 0x00, 0x00, 0x00, + 0x9d, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, + 0x9c, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x8d, 0x00, 0x05, 0x00, + 0x0f, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x00, 0x00, 0x95, 0x00, 0x00, 0x00, + 0x9d, 0x00, 0x00, 0x00, 0x51, 0x00, 0x05, 0x00, 0x0e, 0x00, 0x00, 0x00, + 0xa1, 0x00, 0x00, 0x00, 0xf5, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x41, 0x00, 0x06, 0x00, 0x92, 0x00, 0x00, 0x00, 0xa2, 0x00, 0x00, 0x00, + 0x8b, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, 0xef, 0x00, 0x00, 0x00, + 0x3e, 0x00, 0x03, 0x00, 0xa2, 0x00, 0x00, 0x00, 0xa1, 0x00, 0x00, 0x00, + 0xf9, 0x00, 0x02, 0x00, 0x50, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, + 0x50, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 }; -unsigned int glsl_onehot_comp_len = 2248; +unsigned int glsl_binary_blit_VMOD_comp_len = 2808; const unsigned char glsl_deconvolutionDepthwise_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, diff --git a/source/backend/vulkan/buffer/compiler/VulkanCodeGen.py b/source/backend/vulkan/buffer/compiler/VulkanCodeGen.py index 8ecb29924..42c84b02d 100755 --- a/source/backend/vulkan/buffer/compiler/VulkanCodeGen.py +++ b/source/backend/vulkan/buffer/compiler/VulkanCodeGen.py @@ -45,7 +45,7 @@ def genHeader(self): '\n\n\tprivate:\n' + \ '\t\tstd::shared_ptr mParamBuffer;\n' + \ '\t\tconst VulkanPipeline* mxxxxxPipeline;\n' + \ - '\t\tstd::shared_ptr mDescriptorSet;\n' + \ + '\t\tstd::shared_ptr mDescriptorSet;\n' + \ '\t};\n}\n#endif' return res.replace('xxxxx', self.cpp_class) diff --git a/source/backend/vulkan/buffer/compiler/VulkanShaderMap.cpp b/source/backend/vulkan/buffer/compiler/VulkanShaderMap.cpp index 9748f6938..9a10271c0 100644 --- a/source/backend/vulkan/buffer/compiler/VulkanShaderMap.cpp +++ b/source/backend/vulkan/buffer/compiler/VulkanShaderMap.cpp @@ -8,9 +8,6 @@ mMaps.insert(std::make_pair("glsl_deconvolution_comp", std::make_pair(glsl_decon mMaps.insert(std::make_pair("glsl_deconvolution_RELU_comp", std::make_pair(glsl_deconvolution_RELU_comp,glsl_deconvolution_RELU_comp_len))); mMaps.insert(std::make_pair("glsl_deconvolution_RELU6_comp", std::make_pair(glsl_deconvolution_RELU6_comp,glsl_deconvolution_RELU6_comp_len))); mMaps.insert(std::make_pair("glsl_select_comp", std::make_pair(glsl_select_comp,glsl_select_comp_len))); -mMaps.insert(std::make_pair("glsl_convolutionDepthwiseMali_comp", std::make_pair(glsl_convolutionDepthwiseMali_comp,glsl_convolutionDepthwiseMali_comp_len))); -mMaps.insert(std::make_pair("glsl_convolutionDepthwiseMali_RELU_comp", std::make_pair(glsl_convolutionDepthwiseMali_RELU_comp,glsl_convolutionDepthwiseMali_RELU_comp_len))); -mMaps.insert(std::make_pair("glsl_convolutionDepthwiseMali_RELU6_comp", std::make_pair(glsl_convolutionDepthwiseMali_RELU6_comp,glsl_convolutionDepthwiseMali_RELU6_comp_len))); mMaps.insert(std::make_pair("glsl_norm_comp", std::make_pair(glsl_norm_comp,glsl_norm_comp_len))); mMaps.insert(std::make_pair("glsl_norm_LAYERNORM_SCALE_comp", std::make_pair(glsl_norm_LAYERNORM_SCALE_comp,glsl_norm_LAYERNORM_SCALE_comp_len))); mMaps.insert(std::make_pair("glsl_convolutionDepthwise_comp", std::make_pair(glsl_convolutionDepthwise_comp,glsl_convolutionDepthwise_comp_len))); @@ -35,6 +32,7 @@ mMaps.insert(std::make_pair("glsl_binary_GREATER_comp", std::make_pair(glsl_bina mMaps.insert(std::make_pair("glsl_binary_GREATEREQUAL_comp", std::make_pair(glsl_binary_GREATEREQUAL_comp,glsl_binary_GREATEREQUAL_comp_len))); mMaps.insert(std::make_pair("glsl_binary_EQUAL_comp", std::make_pair(glsl_binary_EQUAL_comp,glsl_binary_EQUAL_comp_len))); mMaps.insert(std::make_pair("glsl_binary_NOTEQUAL_comp", std::make_pair(glsl_binary_NOTEQUAL_comp,glsl_binary_NOTEQUAL_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_VMOD_comp", std::make_pair(glsl_binary_VMOD_comp,glsl_binary_VMOD_comp_len))); mMaps.insert(std::make_pair("glsl_matmulunit_HAS_BIAS_comp", std::make_pair(glsl_matmulunit_HAS_BIAS_comp,glsl_matmulunit_HAS_BIAS_comp_len))); mMaps.insert(std::make_pair("glsl_convolution_comp", std::make_pair(glsl_convolution_comp,glsl_convolution_comp_len))); mMaps.insert(std::make_pair("glsl_convolution_RELU_comp", std::make_pair(glsl_convolution_RELU_comp,glsl_convolution_RELU_comp_len))); @@ -76,6 +74,7 @@ mMaps.insert(std::make_pair("glsl_unary_HARDSWISH_comp", std::make_pair(glsl_una mMaps.insert(std::make_pair("glsl_unary_GELU_comp", std::make_pair(glsl_unary_GELU_comp,glsl_unary_GELU_comp_len))); mMaps.insert(std::make_pair("glsl_softmaxHeight_NHWC_comp", std::make_pair(glsl_softmaxHeight_NHWC_comp,glsl_softmaxHeight_NHWC_comp_len))); mMaps.insert(std::make_pair("glsl_resizeNearest_comp", std::make_pair(glsl_resizeNearest_comp,glsl_resizeNearest_comp_len))); +mMaps.insert(std::make_pair("glsl_resizeNearest_NEAREST_ROUND_comp", std::make_pair(glsl_resizeNearest_NEAREST_ROUND_comp,glsl_resizeNearest_NEAREST_ROUND_comp_len))); mMaps.insert(std::make_pair("glsl_reduce_comp", std::make_pair(glsl_reduce_comp,glsl_reduce_comp_len))); mMaps.insert(std::make_pair("glsl_reduce_VMAX_comp", std::make_pair(glsl_reduce_VMAX_comp,glsl_reduce_VMAX_comp_len))); mMaps.insert(std::make_pair("glsl_reduce_VMIN_comp", std::make_pair(glsl_reduce_VMIN_comp,glsl_reduce_VMIN_comp_len))); @@ -91,6 +90,22 @@ mMaps.insert(std::make_pair("glsl_range_comp", std::make_pair(glsl_range_comp,gl mMaps.insert(std::make_pair("glsl_avgpool_comp", std::make_pair(glsl_avgpool_comp,glsl_avgpool_comp_len))); mMaps.insert(std::make_pair("glsl_maxpool_comp", std::make_pair(glsl_maxpool_comp,glsl_maxpool_comp_len))); mMaps.insert(std::make_pair("glsl_onehot_comp", std::make_pair(glsl_onehot_comp,glsl_onehot_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_comp", std::make_pair(glsl_binary_blit_comp,glsl_binary_blit_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_ADD_comp", std::make_pair(glsl_binary_blit_ADD_comp,glsl_binary_blit_ADD_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_SUB_comp", std::make_pair(glsl_binary_blit_SUB_comp,glsl_binary_blit_SUB_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_MUL_comp", std::make_pair(glsl_binary_blit_MUL_comp,glsl_binary_blit_MUL_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_DIV_comp", std::make_pair(glsl_binary_blit_DIV_comp,glsl_binary_blit_DIV_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_POW_comp", std::make_pair(glsl_binary_blit_POW_comp,glsl_binary_blit_POW_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_VMAX_comp", std::make_pair(glsl_binary_blit_VMAX_comp,glsl_binary_blit_VMAX_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_SQUDIFF_comp", std::make_pair(glsl_binary_blit_SQUDIFF_comp,glsl_binary_blit_SQUDIFF_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_VMIN_comp", std::make_pair(glsl_binary_blit_VMIN_comp,glsl_binary_blit_VMIN_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_LESS_comp", std::make_pair(glsl_binary_blit_LESS_comp,glsl_binary_blit_LESS_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_LESSEQUAL_comp", std::make_pair(glsl_binary_blit_LESSEQUAL_comp,glsl_binary_blit_LESSEQUAL_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_GREATER_comp", std::make_pair(glsl_binary_blit_GREATER_comp,glsl_binary_blit_GREATER_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_GREATEREQUAL_comp", std::make_pair(glsl_binary_blit_GREATEREQUAL_comp,glsl_binary_blit_GREATEREQUAL_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_EQUAL_comp", std::make_pair(glsl_binary_blit_EQUAL_comp,glsl_binary_blit_EQUAL_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_NOTEQUAL_comp", std::make_pair(glsl_binary_blit_NOTEQUAL_comp,glsl_binary_blit_NOTEQUAL_comp_len))); +mMaps.insert(std::make_pair("glsl_binary_blit_VMOD_comp", std::make_pair(glsl_binary_blit_VMOD_comp,glsl_binary_blit_VMOD_comp_len))); mMaps.insert(std::make_pair("glsl_deconvolutionDepthwise_comp", std::make_pair(glsl_deconvolutionDepthwise_comp,glsl_deconvolutionDepthwise_comp_len))); mMaps.insert(std::make_pair("glsl_deconvolutionDepthwise_RELU_comp", std::make_pair(glsl_deconvolutionDepthwise_RELU_comp,glsl_deconvolutionDepthwise_RELU_comp_len))); mMaps.insert(std::make_pair("glsl_deconvolutionDepthwise_RELU6_comp", std::make_pair(glsl_deconvolutionDepthwise_RELU6_comp,glsl_deconvolutionDepthwise_RELU6_comp_len))); diff --git a/source/backend/vulkan/buffer/compiler/makeshader.py b/source/backend/vulkan/buffer/compiler/makeshader.py index 5dd4316c6..61670b1a0 100755 --- a/source/backend/vulkan/buffer/compiler/makeshader.py +++ b/source/backend/vulkan/buffer/compiler/makeshader.py @@ -16,6 +16,10 @@ def findAllShader(path): cmd = "find " + path + " -name \"*.comp\"" vexs = os.popen(cmd).read().split('\n') + cmd = "find " + path + " -name \"*.frag\"" + vexs += os.popen(cmd).read().split('\n') + cmd = "find " + path + " -name \"*.vert\"" + vexs += os.popen(cmd).read().split('\n') output = [] for f in vexs: if len(f) > 1: diff --git a/source/backend/vulkan/buffer/execution/VulkanArgMax.hpp b/source/backend/vulkan/buffer/execution/VulkanArgMax.hpp index ae3939321..fefd5631d 100644 --- a/source/backend/vulkan/buffer/execution/VulkanArgMax.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanArgMax.hpp @@ -24,7 +24,7 @@ class VulkanArgMax : public VulkanBasicExecution { private: std::shared_ptr mConstBuffer; const VulkanPipeline* mArgmaxPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; int mAxis; }; diff --git a/source/backend/vulkan/buffer/execution/VulkanBinary.cpp b/source/backend/vulkan/buffer/execution/VulkanBinary.cpp index 572a5bd40..b6fe2f798 100644 --- a/source/backend/vulkan/buffer/execution/VulkanBinary.cpp +++ b/source/backend/vulkan/buffer/execution/VulkanBinary.cpp @@ -17,9 +17,7 @@ struct ConstBuffer { ivec4 stride00; int activationType = 0; }; -static std::string _getShaderName(const Op* op, bool image) { - std::string prefix = "glsl_binary_"; - std::string posfix = "_comp"; +std::string VulkanBinary::getMidName(const Op *op) { std::string mid = ""; if (op->type() == OpType_Eltwise) { if (op->main_as_Eltwise()->coeff() != nullptr) { @@ -87,10 +85,21 @@ static std::string _getShaderName(const Op* op, bool image) { case BinaryOpOperation_NOTEQUAL: mid = "NOTEQUAL"; break; + case BinaryOpOperation_MOD: + case BinaryOpOperation_FLOORMOD: + mid = "VMOD"; + break; default: + FUNC_PRINT(op->main_as_BinaryOp()->opType()); break; } } + return mid; +} +static std::string _getShaderName(const Op* op, bool image) { + std::string prefix = "glsl_binary_"; + std::string posfix = "_comp"; + auto mid = VulkanBinary::getMidName(op); if (mid.empty()) { return mid; } @@ -145,7 +154,7 @@ ErrorCode VulkanBinary::onEncode(const std::vector& inputs, const std:: } binaryOpParam->activationType = mActivationType; constBuffer->unmap(); - std::shared_ptr desSet = mDescriptorSet[index]; + std::shared_ptr desSet = mDescriptorSet[index]; desSet->writeBuffer(output, 0); desSet->writeBuffer(input0, 1); desSet->writeBuffer(input1, 2); diff --git a/source/backend/vulkan/buffer/execution/VulkanBinary.hpp b/source/backend/vulkan/buffer/execution/VulkanBinary.hpp index 4c3bdd38d..6cf87281c 100644 --- a/source/backend/vulkan/buffer/execution/VulkanBinary.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanBinary.hpp @@ -17,14 +17,15 @@ class VulkanBinary : public VulkanBasicExecution { public: VulkanBinary(const std::string& shaderName, Backend* bn, int activationType, int inputSize); virtual ~VulkanBinary(); + static std::string getMidName(const Op* op); - ErrorCode onEncode(const std::vector& inputs, const std::vector& outputs, + virtual ErrorCode onEncode(const std::vector& inputs, const std::vector& outputs, const VulkanCommandPool::Buffer* cmdBuffer) override; private: std::vector> mConstBuffer; const VulkanPipeline* mBinaryPipeline; - std::vector> mDescriptorSet; + std::vector> mDescriptorSet; int mActivationType = 0; }; } // namespace MNN diff --git a/source/backend/vulkan/buffer/execution/VulkanConvolution.cpp b/source/backend/vulkan/buffer/execution/VulkanConvolution.cpp index 67da4f59f..b3efdf1c1 100644 --- a/source/backend/vulkan/buffer/execution/VulkanConvolution.cpp +++ b/source/backend/vulkan/buffer/execution/VulkanConvolution.cpp @@ -146,15 +146,10 @@ bool VulkanConvolutionDepthwise::_init(const float* weightData, size_t weightSiz VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER}; MNN_ASSERT(OpType_ConvolutionDepthwise == convOp->type()); auto macro = getPostTreatMacro(common); - if (extra->gpuType() == VulkanRuntime::ADRENO) { - mConvPipeline = extra->getPipeline("glsl_convolutionDepthwise_" + macro + "comp", convTypes); - mLocalX = 16; - mLocalY = 16; - } else { - mConvPipeline = extra->getPipeline("glsl_convolutionDepthwiseMali_" + macro + "comp", convTypes); - mLocalX = 8; - mLocalY = 8; - } + mConvPipeline = extra->getPipeline("glsl_convolutionDepthwise_" + macro + "comp", convTypes); + mLocalX = 16; + mLocalY = 16; + mConvSet.reset(mConvPipeline->createSet()); if (!initweights) { return true; @@ -178,9 +173,9 @@ bool VulkanConvolutionDepthwise::_init(const float* weightData, size_t weightSiz if (nullptr != convReal->bias()) { // Create Buffer ::memcpy(bias, convReal->bias()->data(), common->outputCount() * sizeof(float)); - mBias = biasBuffer; } biasBuffer->unmap(); + mBias = biasBuffer; return true; } @@ -226,7 +221,7 @@ ErrorCode VulkanConvolutionDepthwise::onEncodeConvolution(const Convolution2DCom VK_DESCRIPTOR_TYPE_STORAGE_BUFFER, VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER }); - std::shared_ptr des(pipeline->createSet()); + std::shared_ptr des(pipeline->createSet()); des->writeBuffer(weight.first->buffer(), 1, weightSize, weight.second); des->writeBuffer(mKernel->buffer(), 0, mKernel->size()); int dim[4] = { diff --git a/source/backend/vulkan/buffer/execution/VulkanConvolution.hpp b/source/backend/vulkan/buffer/execution/VulkanConvolution.hpp index 87a65dc8b..8703cc93d 100644 --- a/source/backend/vulkan/buffer/execution/VulkanConvolution.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanConvolution.hpp @@ -65,10 +65,10 @@ class VulkanConvolutionDepthwise : public VulkanConvolutionCommon { const VulkanPipeline* mConvPipeline; - std::shared_ptr mConvSet; + std::shared_ptr mConvSet; std::shared_ptr mBias; std::shared_ptr mKernel; - std::shared_ptr mExtraSets; + std::shared_ptr mExtraSets; std::shared_ptr mExtraBuffers; int mLocalX = 0; diff --git a/source/backend/vulkan/buffer/execution/VulkanConvolutionImpl.cpp b/source/backend/vulkan/buffer/execution/VulkanConvolutionImpl.cpp index 338d01368..f71f6494f 100644 --- a/source/backend/vulkan/buffer/execution/VulkanConvolutionImpl.cpp +++ b/source/backend/vulkan/buffer/execution/VulkanConvolutionImpl.cpp @@ -20,7 +20,7 @@ class VulkanConvolutionSlideWindows : public VulkanConvolutionCommon { const VulkanPipeline* mSlideWindow; std::shared_ptr mBias; - std::shared_ptr mConvSet; + std::shared_ptr mConvSet; const Convolution2DCommon* mConvCommonOption; VulkanRaster::Componet mKernelReorder; std::shared_ptr mKernel; diff --git a/source/backend/vulkan/buffer/execution/VulkanDeconvolution.hpp b/source/backend/vulkan/buffer/execution/VulkanDeconvolution.hpp index 4751658d7..97484a35f 100644 --- a/source/backend/vulkan/buffer/execution/VulkanDeconvolution.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanDeconvolution.hpp @@ -27,7 +27,7 @@ class VulkanDeconvolution : public VulkanBasicExecution { std::shared_ptr mKernel; const VulkanPipeline* mPipeline; - std::shared_ptr mPipelineSet; + std::shared_ptr mPipelineSet; const Convolution2DCommon* mConvCommonOption; std::shared_ptr mConvParam; diff --git a/source/backend/vulkan/buffer/execution/VulkanFuse.cpp b/source/backend/vulkan/buffer/execution/VulkanFuse.cpp new file mode 100644 index 000000000..7f11a9b8e --- /dev/null +++ b/source/backend/vulkan/buffer/execution/VulkanFuse.cpp @@ -0,0 +1,156 @@ +// +// Vulkan.cpp +// MNN +// +// Created by MNN on 2023/07/25. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include +#include "VulkanBasicExecution.hpp" +#include "core/OpCommonUtils.hpp" +namespace MNN { +struct ConstBuffer { + ivec4 inShape; // inW, inH +}; + +class VulkanFuse : public VulkanBasicExecution { +public: + VulkanFuse(const Extra* extra, Backend* bn, int inputSize, int outputSize) : VulkanBasicExecution(bn) { + auto vkBn = static_cast(bn); + auto factory = vkBn->getPipelineFactory(); + mOutputBinding.resize(outputSize); + mInputBinding.resize(inputSize); + mGroupSize.resize(3); + // Find shader + const uint8_t* data = nullptr; + size_t dataSize = 0; + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "spirv") { + data = (uint8_t*)attr->tensor()->int8s()->data(); + dataSize = attr->tensor()->int8s()->size(); + break; + } + } + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "group_size") { + auto ptr = attr->tensor()->int32s()->data(); + mGroupSize[0] = ptr[0]; + mGroupSize[1] = ptr[1]; + mGroupSize[2] = ptr[2]; + } + } + + std::vector types; + int maxIndex = -1; + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "input") { + maxIndex = ALIMAX(maxIndex, attr->i()); + } else if (attr->key()->str() == "const") { + maxIndex = ALIMAX(maxIndex, attr->i()); + } + } + types.resize(maxIndex+1); + for (int i=0; iattr()->size(); ++i) { + auto attr = extra->attr()->GetAs(i); + if (attr->key()->str() == "input") { + auto list = attr->list()->i()->data(); + if (0 == list[0]) { + mInputBinding[list[1]] = attr->i(); + } else { + mOutputBinding[list[1]] = attr->i(); + } + if (attr->b()) { + types[attr->i()] = VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER; + } else { + types[attr->i()] = VK_DESCRIPTOR_TYPE_STORAGE_BUFFER; + } + continue; + } + if (attr->key()->str() == "const") { + auto usageBit = VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT; + if (attr->b()) { + types[attr->i()] = VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER; + } else { + usageBit = VK_BUFFER_USAGE_STORAGE_BUFFER_BIT; + types[attr->i()] = VK_DESCRIPTOR_TYPE_STORAGE_BUFFER; + } + auto b = attr->tensor(); + void* result = nullptr; + size_t bufferSize = 0; + switch (b->dataType()) { + case DataType_DT_FLOAT: + result = (void*)b->float32s()->Data(); + bufferSize = b->float32s()->size() * sizeof(float); + break; + case DataType_DT_INT32: + result = (void*)b->int32s()->Data(); + bufferSize = b->int32s()->size() * sizeof(float); + break; + default: + MNN_ASSERT(false); + break; + } + std::shared_ptr vkBuffer(new VulkanBuffer(vkBn->getMemoryPool(), false, bufferSize, result, usageBit)); + mConstIndides.emplace_back(std::make_pair(attr->i(), vkBuffer)); + continue; + } + } + mPipeline = factory->createComputePipeline(data, dataSize, types, std::vector{}); + mDescriptorSet.reset(mPipeline->createSet()); + } + virtual ~VulkanFuse() { + // Remove set firstly before destroy pipeline + mDescriptorSet = nullptr; + } + virtual ErrorCode onEncode(const std::vector& inputs, const std::vector& outputs, + const VulkanCommandPool::Buffer* cmdBuffer) override { + auto vkBn = static_cast(backend()); + for (int i=0; iwriteBuffer(vkBn->getBuffer(inputs[i]), mInputBinding[i]); + } + for (int i=0; iwriteBuffer(vkBn->getBuffer(outputs[i]), mOutputBinding[i]); + } + for (auto& iter : mConstIndides) { + mDescriptorSet->writeBuffer(iter.second->buffer(), iter.first, iter.second->size()); + } + mPipeline->bind(cmdBuffer->get(), mDescriptorSet->get()); + vkCmdDispatch(cmdBuffer->get(), mGroupSize[0], mGroupSize[1], mGroupSize[2]); + return NO_ERROR; + } +private: + std::vector mGroupSize; + std::vector mInputBinding; + std::vector mOutputBinding; + std::vector> mInputUniforms; + std::vector>> mConstIndides; + SharedPtr mPipeline; + std::shared_ptr mDescriptorSet; +}; + +class VulkanFuseCreator : public VulkanBackend::Creator { +public: + virtual VulkanBasicExecution* onCreate(const std::vector& inputs, const std::vector& outputs, const MNN::Op* op, + Backend* backend) const override { + auto extra = op->main_as_Extra(); + if (nullptr == extra) { + return nullptr; + } + if (nullptr == extra->attr()) { + return nullptr; + } + return new VulkanFuse(extra, backend, (int)inputs.size(), (int)outputs.size()); + } +}; + +static bool gResistor = []() { + VulkanBackend::addCreator(OpType_Extra, new VulkanFuseCreator); + return true; +}(); + +} // namespace MNN + diff --git a/source/backend/vulkan/buffer/execution/VulkanGridSample.hpp b/source/backend/vulkan/buffer/execution/VulkanGridSample.hpp index 1c9c16dfe..89431e24a 100644 --- a/source/backend/vulkan/buffer/execution/VulkanGridSample.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanGridSample.hpp @@ -24,7 +24,7 @@ class VulkanGridSample : public VulkanBasicExecution { bool mAlignCorners; std::shared_ptr mGridSampleParam; const VulkanPipeline* mGridSamplePipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN diff --git a/source/backend/vulkan/buffer/execution/VulkanLayernorm.hpp b/source/backend/vulkan/buffer/execution/VulkanLayernorm.hpp index b65b7f409..daf922bff 100644 --- a/source/backend/vulkan/buffer/execution/VulkanLayernorm.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanLayernorm.hpp @@ -26,7 +26,7 @@ class VulkanLayernorm : public VulkanBasicExecution { std::shared_ptr mGamma; std::shared_ptr mBias; const VulkanPipeline* mPipeline; - std::shared_ptr mDesSet; + std::shared_ptr mDesSet; float mEps; bool mHasScale = false; int mGroup = 0; diff --git a/source/backend/vulkan/buffer/execution/VulkanLoop.cpp b/source/backend/vulkan/buffer/execution/VulkanLoop.cpp index 68fafe06c..e32cfc272 100644 --- a/source/backend/vulkan/buffer/execution/VulkanLoop.cpp +++ b/source/backend/vulkan/buffer/execution/VulkanLoop.cpp @@ -1,4 +1,5 @@ #include "VulkanLoop.hpp" +#include "VulkanBinary.hpp" #include "core/TensorUtils.hpp" #include #include "core/OpCommonUtils.hpp" @@ -108,11 +109,78 @@ class VulkanBatchMatMul : public VulkanBasicExecution { const LoopParam* mLoop; const VulkanPipeline* mPipeline; std::shared_ptr mParam; - std::shared_ptr mDescribe; + std::shared_ptr mDescribe; std::vector mTensors; bool mHasBias = false; }; + +struct BinaryBroadCastInfo { + ivec4 srcview0; + ivec4 srcview1; + ivec4 dstview; + ivec4 size; +}; + +class VulkanBinaryBroadCast : public VulkanBasicExecution { +public: + VulkanBinaryBroadCast(const LoopParam* loop, Backend *bn) : VulkanBasicExecution(bn) { + mLoop = loop; + auto vkbackend = static_cast(bn); + mParam.reset(new VulkanBuffer(vkbackend->getMemoryPool(), false, sizeof(BinaryBroadCastInfo), nullptr, VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT)); + std::string shaderName = "glsl_binary_blit_" + VulkanBinary::getMidName( mLoop->commands()->GetAs(0)->op()) + "_comp"; + + mPipeline = vkbackend->getPipeline(shaderName, { + VK_DESCRIPTOR_TYPE_STORAGE_BUFFER, + VK_DESCRIPTOR_TYPE_STORAGE_BUFFER, + VK_DESCRIPTOR_TYPE_STORAGE_BUFFER, + VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER, + }); + mDescribe.reset(mPipeline->createSet()); + mTensors.resize(mLoop->tensorNumber()); + } + virtual ~VulkanBinaryBroadCast() = default; + virtual ErrorCode onEncode(const std::vector& inputs, const std::vector& outputs, + const VulkanCommandPool::Buffer* cmdBuffer) override { + _setTensorStack(mTensors, inputs, outputs, mLoop); + auto cmd = mLoop->commands()->GetAs(0); + auto size = cmd->size()->data(); + auto vkBn = static_cast(backend()); + auto srcStride0 = cmd->view()->GetAs(1)->stride()->data(); + auto srcStride1 = cmd->view()->GetAs(2)->stride()->data(); + auto dstStride = cmd->view()->GetAs(0)->stride()->data(); + int totalSize = size[0] * size[1] * size[2]; + auto param = reinterpret_cast(mParam->map()); + for (int i=0; i<3; ++i) { + param->size[i] = size[i]; + param->srcview0[i] = srcStride0[i]; + param->srcview1[i] = srcStride1[i]; + param->dstview[i] = dstStride[i]; + } + param->srcview0[3] = cmd->view()->GetAs(1)->offset(); + param->srcview1[3] = cmd->view()->GetAs(2)->offset(); + param->dstview[3] = cmd->view()->GetAs(0)->offset(); + param->size[3] = size[0] * size[1] * size[2]; + mParam->unmap(); + auto dstTensor = mTensors[cmd->indexes()->data()[0]]; + auto srcTensor = mTensors[cmd->indexes()->data()[1]]; + auto srcTensor1 = mTensors[cmd->indexes()->data()[2]]; + mDescribe->writeBuffer(vkBn->getBuffer(dstTensor), 0); + mDescribe->writeBuffer(vkBn->getBuffer(srcTensor), 1); + mDescribe->writeBuffer(vkBn->getBuffer(srcTensor1), 2); + mDescribe->writeBuffer(mParam->buffer(), 3, mParam->size()); + mPipeline->bind(cmdBuffer->get(), mDescribe->get()); + vkCmdDispatch(cmdBuffer->get(), UP_DIV(totalSize,256), 1, 1); + + return NO_ERROR; + } +private: + const LoopParam* mLoop; + const VulkanPipeline* mPipeline; + std::shared_ptr mParam; + std::shared_ptr mDescribe; + std::vector mTensors; +}; struct GatherInfo { ivec4 stride; ivec4 size; @@ -202,7 +270,7 @@ class VulkanGather : public VulkanBasicExecution { const LoopParam* mLoop; const VulkanPipeline* mPipeline; std::shared_ptr mParam; - std::shared_ptr mDescribe; + std::shared_ptr mDescribe; std::vector mTensors; }; @@ -224,6 +292,9 @@ VulkanBasicExecution* VulkanLoop::create(const std::vector& inputs, con if (OpType_MatMul == subop->type() && loop->parallel()) { return new VulkanBatchMatMul(loop, bn); } + if (OpType_BinaryOp == subop->type() && cmd->fuse() < 0 && 1 == loop->loopNumber()) { + return new VulkanBinaryBroadCast(loop, bn); + } } return nullptr; } diff --git a/source/backend/vulkan/buffer/execution/VulkanMatMul.hpp b/source/backend/vulkan/buffer/execution/VulkanMatMul.hpp index dff9b3c97..f52d0fbfa 100644 --- a/source/backend/vulkan/buffer/execution/VulkanMatMul.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanMatMul.hpp @@ -25,7 +25,7 @@ class VulkanMatMul : public VulkanBasicExecution { private: const VulkanPipeline* mPipeline; std::shared_ptr mParam; - std::shared_ptr mDescribe; + std::shared_ptr mDescribe; bool mTransposeA; bool mTransposeB; bool mHasBias; diff --git a/source/backend/vulkan/buffer/execution/VulkanOneHot.hpp b/source/backend/vulkan/buffer/execution/VulkanOneHot.hpp index 35f7a4469..4c56eeef4 100644 --- a/source/backend/vulkan/buffer/execution/VulkanOneHot.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanOneHot.hpp @@ -22,7 +22,7 @@ class VulkanOneHot : public VulkanBasicExecution { private: std::shared_ptr mConstBuffer; const VulkanPipeline* mPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; int mAxis; }; } // namespace MNN diff --git a/source/backend/vulkan/buffer/execution/VulkanPRelu.hpp b/source/backend/vulkan/buffer/execution/VulkanPRelu.hpp index b1ccc2ddb..6e2fc7e0e 100644 --- a/source/backend/vulkan/buffer/execution/VulkanPRelu.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanPRelu.hpp @@ -26,7 +26,7 @@ class VulkanPrelu : public VulkanBasicExecution { std::shared_ptr mGpuPreluParam; std::shared_ptr mSlope; const VulkanPipeline* mPreluPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN diff --git a/source/backend/vulkan/buffer/execution/VulkanPool.hpp b/source/backend/vulkan/buffer/execution/VulkanPool.hpp index c378bd31e..215f5e15b 100644 --- a/source/backend/vulkan/buffer/execution/VulkanPool.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanPool.hpp @@ -23,7 +23,7 @@ class VulkanPool : public VulkanBasicExecution { std::shared_ptr mConstBuffer; const VulkanPipeline* mPoolPipeline; const Pool* mCommon; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN #endif /* VulkanPool_hpp */ diff --git a/source/backend/vulkan/buffer/execution/VulkanROIPooling.hpp b/source/backend/vulkan/buffer/execution/VulkanROIPooling.hpp index 4d1f5286d..d13290e53 100644 --- a/source/backend/vulkan/buffer/execution/VulkanROIPooling.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanROIPooling.hpp @@ -22,7 +22,7 @@ class VulkanROIPooling : public VulkanBasicExecution { float mSpatialScale; std::shared_ptr mParamBuffer; const VulkanPipeline* mVulkanROIPoolingPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN #endif diff --git a/source/backend/vulkan/buffer/execution/VulkanRange.hpp b/source/backend/vulkan/buffer/execution/VulkanRange.hpp index 8988ac37f..9fc3f225f 100644 --- a/source/backend/vulkan/buffer/execution/VulkanRange.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanRange.hpp @@ -24,7 +24,7 @@ class VulkanRange : public VulkanBasicExecution { private: std::shared_ptr mParam; const VulkanPipeline* mPipeline; - std::shared_ptr mDesSet; + std::shared_ptr mDesSet; }; } // namespace MNN diff --git a/source/backend/vulkan/buffer/execution/VulkanRaster.cpp b/source/backend/vulkan/buffer/execution/VulkanRaster.cpp index a8c9d9e1f..70fbc9679 100644 --- a/source/backend/vulkan/buffer/execution/VulkanRaster.cpp +++ b/source/backend/vulkan/buffer/execution/VulkanRaster.cpp @@ -90,7 +90,7 @@ void VulkanRaster::onEncodeFast(const Tensor* input, const Tensor* output, const writeSamplerInfo(info, newRegion); auto total = info.size[0] * info.size[1] * info.size[2]; auto group = UP_DIV(total, 256); - std::shared_ptr describe(blitPipeline->createSet()); + std::shared_ptr describe(blitPipeline->createSet()); std::shared_ptr uniform = vkBn->allocUniform(); auto srcTensor = vkBn->getTensorBuffer(slice.origin); auto srcTensorSize = vkBn->getTensorSize(slice.origin); @@ -178,7 +178,7 @@ ErrorCode VulkanRaster::onEncode(const std::vector &____inputs, const dims.stride[2] = 0; dims.stride[3] = convertParameter.channel; } - std::shared_ptr describe(convertPipeline->createSet()); + std::shared_ptr describe(convertPipeline->createSet()); std::shared_ptr uniform = vkRt->allocUniform(&dims, sizeof(dims)); mExtraDescribes.emplace_back(describe); mExtraUniform.emplace_back(uniform); @@ -227,7 +227,7 @@ ErrorCode VulkanRaster::onEncode(const std::vector &____inputs, const NCHWInfo dims; writeNCHW(dims, origin); auto convertPipeline = vkBn->getPipeline("glsl_nc4hw4Tonchw_comp", nchwConvertTypes); - std::shared_ptr describe(convertPipeline->createSet()); + std::shared_ptr describe(convertPipeline->createSet()); std::shared_ptr uniform = vkRt->allocUniform(&dims, sizeof(dims)); mExtraDescribes.emplace_back(describe); mExtraUniform.emplace_back(uniform); @@ -265,7 +265,7 @@ ErrorCode VulkanRaster::onEncode(const std::vector &____inputs, const SamplerInfo info; writeSamplerInfo(info, origin); auto total = info.size[0] * info.size[1] * info.size[2]; - std::shared_ptr describe(blitPipeline->createSet()); + std::shared_ptr describe(blitPipeline->createSet()); auto src = vkBn->getTensorBuffer(origin.origin); auto srcSize = vkBn->getTensorSize(origin.origin); if (TensorUtils::getDescribe(origin.origin)->dimensionFormat == MNN_DATA_FORMAT_NC4HW4) { @@ -291,7 +291,7 @@ ErrorCode VulkanRaster::onEncode(const std::vector &____inputs, const NCHWInfo dims; writeNCHW(dims, output); auto convertPipeline = vkBn->getPipeline("glsl_nchwTonc4hw4_comp", nchwConvertTypes); - std::shared_ptr describe(convertPipeline->createSet()); + std::shared_ptr describe(convertPipeline->createSet()); std::shared_ptr uniform = vkRt->allocUniform(&dims, sizeof(dims)); mExtraDescribes.emplace_back(describe); mExtraUniform.emplace_back(uniform); diff --git a/source/backend/vulkan/buffer/execution/VulkanRaster.hpp b/source/backend/vulkan/buffer/execution/VulkanRaster.hpp index b588220ea..6cd7d397e 100644 --- a/source/backend/vulkan/buffer/execution/VulkanRaster.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanRaster.hpp @@ -21,7 +21,7 @@ class VulkanRaster : public VulkanBasicExecution { private: void _recycle(); - std::vector> mExtraDescribes; + std::vector> mExtraDescribes; std::vector> mExtraUniform; std::map> mInputBuffers; std::pair mOutputBuffer; diff --git a/source/backend/vulkan/buffer/execution/VulkanReduce.cpp b/source/backend/vulkan/buffer/execution/VulkanReduce.cpp index 728c996c4..1257f58f4 100644 --- a/source/backend/vulkan/buffer/execution/VulkanReduce.cpp +++ b/source/backend/vulkan/buffer/execution/VulkanReduce.cpp @@ -15,6 +15,7 @@ struct constBuffer { int h;//axis int c;//outside float k;//For mean + int reduceAxis; }; #define MAX_VALUE 10001.f VulkanReduce::VulkanReduce(const std::string& name, const Op* op, Backend* bn) : VulkanBasicExecution(bn) { @@ -55,6 +56,18 @@ ErrorCode VulkanReduce::onEncode(const std::vector& inputs, const std:: ptr->w = inside; ptr->k = 1.0f/(float)axis; auto total = outside * inside; + int outsideParallel = 1; + if (total >= 256) { + ptr->reduceAxis = 1; + outsideParallel = 256; + } else if (total < 16) { + ptr->reduceAxis = 256; + outsideParallel = 1; + } else { + ptr->reduceAxis = 16; + outsideParallel = 16; + } + //MNN_PRINT("o, i, axis: %d - %d - %d => op %d, ra %d\n", outside, inside, axis, outsideParallel, ptr->reduceAxis); mConstBuffer->unmap(); // Encode mDescriptorSet->writeBuffer(outputTensor, 0); @@ -62,7 +75,7 @@ ErrorCode VulkanReduce::onEncode(const std::vector& inputs, const std:: mDescriptorSet->writeBuffer(mConstBuffer->buffer(), 2, mConstBuffer->size()); cmdBuffer->barrierSource(inputTensor); mPipeline->bind(cmdBuffer->get(), mDescriptorSet->get()); - vkCmdDispatch(cmdBuffer->get(), UP_DIV(total, 256), 1, 1); + vkCmdDispatch(cmdBuffer->get(), UP_DIV(total, outsideParallel), 1, 1); return NO_ERROR; } diff --git a/source/backend/vulkan/buffer/execution/VulkanReduce.hpp b/source/backend/vulkan/buffer/execution/VulkanReduce.hpp index e44c212f2..f2e6f5367 100644 --- a/source/backend/vulkan/buffer/execution/VulkanReduce.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanReduce.hpp @@ -19,7 +19,7 @@ class VulkanReduce : public VulkanBasicExecution { const VulkanCommandPool::Buffer* cmdBuffer) override; private: - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; std::shared_ptr mConstBuffer; const VulkanPipeline* mPipeline; const Op* mOp; diff --git a/source/backend/vulkan/buffer/execution/VulkanResize.cpp b/source/backend/vulkan/buffer/execution/VulkanResize.cpp index ee671064d..62afa9889 100644 --- a/source/backend/vulkan/buffer/execution/VulkanResize.cpp +++ b/source/backend/vulkan/buffer/execution/VulkanResize.cpp @@ -31,9 +31,8 @@ VulkanResize::VulkanResize(Backend* bn, float xScale, float yScale, int resizeTy mVulkanResizePipeline = extra->getPipeline( "glsl_resizeBilinear_comp", VulkanResizeTypes); } else { - MNN_ERROR("Vulkan don't Support %d resize Type, use Bilinear instead\n", resizeType); mVulkanResizePipeline = extra->getPipeline( - "glsl_resizeBilinear_comp", VulkanResizeTypes); + "glsl_resizeNearest_NEAREST_ROUND_comp", VulkanResizeTypes); } mParamBuffer.reset( new VulkanBuffer(extra->getMemoryPool(), false, sizeof(GpuParam), nullptr, VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT)); diff --git a/source/backend/vulkan/buffer/execution/VulkanResize.hpp b/source/backend/vulkan/buffer/execution/VulkanResize.hpp index a960e1e2f..8c42e0f51 100644 --- a/source/backend/vulkan/buffer/execution/VulkanResize.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanResize.hpp @@ -23,7 +23,7 @@ class VulkanResize : public VulkanBasicExecution { float mYScale; std::shared_ptr mParamBuffer; const VulkanPipeline* mVulkanResizePipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN #endif diff --git a/source/backend/vulkan/buffer/execution/VulkanScale.hpp b/source/backend/vulkan/buffer/execution/VulkanScale.hpp index 695914110..5ef87a01c 100644 --- a/source/backend/vulkan/buffer/execution/VulkanScale.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanScale.hpp @@ -23,7 +23,7 @@ class VulkanScale : public VulkanBasicExecution { private: std::shared_ptr mScaleParam; const VulkanPipeline* mScalePipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; std::shared_ptr mScaleBuffer; std::shared_ptr mBiasBuffer; const VulkanSampler* mSampler; diff --git a/source/backend/vulkan/buffer/execution/VulkanSelect.hpp b/source/backend/vulkan/buffer/execution/VulkanSelect.hpp index 442f43b6c..3fa8c980e 100644 --- a/source/backend/vulkan/buffer/execution/VulkanSelect.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanSelect.hpp @@ -24,7 +24,7 @@ class VulkanSelect : public VulkanBasicExecution { private: std::shared_ptr mParam; const VulkanPipeline* mPipeline; - std::shared_ptr mDesSet; + std::shared_ptr mDesSet; }; } // namespace MNN diff --git a/source/backend/vulkan/buffer/execution/VulkanSoftmax.hpp b/source/backend/vulkan/buffer/execution/VulkanSoftmax.hpp index 28ed55ac1..dfda2ec2b 100644 --- a/source/backend/vulkan/buffer/execution/VulkanSoftmax.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanSoftmax.hpp @@ -24,7 +24,7 @@ class VulkanSoftmax : public VulkanBasicExecution { private: std::shared_ptr mConstBuffer; const VulkanPipeline* mSoftmaxPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; int mAxis; struct ConvertComponent { std::shared_ptr mTempInputTensor; diff --git a/source/backend/vulkan/buffer/execution/VulkanUnary.hpp b/source/backend/vulkan/buffer/execution/VulkanUnary.hpp index e4b1b840a..64b0c0996 100644 --- a/source/backend/vulkan/buffer/execution/VulkanUnary.hpp +++ b/source/backend/vulkan/buffer/execution/VulkanUnary.hpp @@ -24,7 +24,7 @@ class VulkanUnary : public VulkanBasicExecution { private: std::shared_ptr mParam; const VulkanPipeline* mUnaryPipeline; - std::shared_ptr mDesSet; + std::shared_ptr mDesSet; vec4 mSlopes; }; diff --git a/source/backend/vulkan/buffer/execution/glsl/binary.comp b/source/backend/vulkan/buffer/execution/glsl/binary.comp index 4c0bbc22c..7919c5323 100644 --- a/source/backend/vulkan/buffer/execution/glsl/binary.comp +++ b/source/backend/vulkan/buffer/execution/glsl/binary.comp @@ -84,6 +84,9 @@ void main() #endif #ifdef NOTEQUAL value = FLOAT4(notEqual(x0, x1)); +#endif +#ifdef VMOD + value = mod(x0, x1); #endif if(uConstant.activationType == 1) { value = max(value, vec4(0)); diff --git a/source/backend/vulkan/buffer/execution/glsl/binary_blit.comp b/source/backend/vulkan/buffer/execution/glsl/binary_blit.comp new file mode 100644 index 000000000..245010303 --- /dev/null +++ b/source/backend/vulkan/buffer/execution/glsl/binary_blit.comp @@ -0,0 +1,103 @@ +#version 440 core +#ifdef C4 +#define FLOAT vec4 +#else +#define FLOAT float +#endif + +#define FLOAT4 vec4 +layout(std430) buffer; +layout(set=0, binding=0) writeonly buffer sourceBuffer{ + FLOAT data[]; +} uOutput; + + +layout(set=0, binding=1) readonly buffer destBuffer{ + FLOAT data[]; +} uInput0; + +layout(set=0, binding=2) readonly buffer destBuffer0{ + FLOAT data[]; +} uInput1; + +layout(set=0, binding=3) uniform constBuffer{ + ivec4 srcview0; + ivec4 srcview1; + ivec4 dstview; + ivec4 size; +} uConstant; + +layout (local_size_x = 256, local_size_y = 1, local_size_z = 1) in; + +int computeVec4dot(ivec4 a, ivec4 b) { + return a.x * b.x + a.y * b.y + a.z * b.z + a.w * b.w; +} + +FLOAT4 binary(FLOAT4 x0, FLOAT4 x1) { + FLOAT4 value; +#ifdef ADD + value = x0 + x1; +#endif +#ifdef SUB + value = x0 - x1; +#endif +#ifdef MUL + value = x0 * x1; +#endif +#ifdef DIV + value = x0 / x1; +#endif +#ifdef POW + value = pow(x0, x1); +#endif +#ifdef VMAX + value = max(x0, x1); +#endif +#ifdef VMIN + value = min(x0, x1); +#endif +#ifdef SQUDIFF + value = (x0 - x1) * (x0 - x1); +#endif +#ifdef LESS + value = FLOAT4(lessThan(x0, x1)); +#endif +#ifdef LESSEQUAL + value = FLOAT4(lessThanEqual(x0, x1)); +#endif +#ifdef GREATER + value = FLOAT4(greaterThan(x0, x1)); +#endif +#ifdef GREATEREQUAL + value = FLOAT4(greaterThanEqual(x0, x1)); +#endif +#ifdef EQUAL + value = FLOAT4(equal(x0, x1)); +#endif +#ifdef NOTEQUAL + value = FLOAT4(notEqual(x0, x1)); +#endif +#ifdef VMOD + value = mod(x0, x1); +#endif + return value; +} + +void main() +{ + ivec3 posTmp = ivec3(gl_GlobalInvocationID); + if (posTmp.x < uConstant.size.w) + { + ivec4 pos; + pos.x = posTmp.x / (uConstant.size.y * uConstant.size.z); + int subIndex = posTmp.x % (uConstant.size.y * uConstant.size.z); + pos.z = subIndex % uConstant.size.z; + pos.y = subIndex / uConstant.size.z; + pos.w = 1; + int s0 = computeVec4dot(uConstant.srcview0, pos); + int s1 = computeVec4dot(uConstant.srcview1, pos); + int d = computeVec4dot(uConstant.dstview, pos); + + uOutput.data[d] = binary(FLOAT4(uInput0.data[s0]), FLOAT4(uInput1.data[s1])).x; + } +} diff --git a/source/backend/vulkan/buffer/execution/glsl/convolutionDepthwiseMali.comp b/source/backend/vulkan/buffer/execution/glsl/convolutionDepthwiseMali.comp deleted file mode 100644 index 610f38c1a..000000000 --- a/source/backend/vulkan/buffer/execution/glsl/convolutionDepthwiseMali.comp +++ /dev/null @@ -1,89 +0,0 @@ -#version 440 core - -#ifdef FP16 -#extension GL_AMD_gpu_shader_half_float: enable -#define FLOAT4 f16vec4 -#define MAT4 f16mat4 -#extension GL_AMD_gpu_shader_half_float: enable -#else -#define FLOAT4 vec4 -#define MAT4 mat4 -#endif -layout(std430) buffer; -layout(set=0, binding=0) writeonly buffer destBuffer{ - FLOAT4 data[]; -}uOutput; - -layout(set=0, binding=1) readonly buffer inputBuffer { - FLOAT4 data[]; -} uInput; - -layout(set=0, binding=2) readonly buffer KernelBuffer{ - FLOAT4 data[]; -} uKernel; - -layout(set=0, binding=3) readonly buffer BiasBuffer{ - FLOAT4 data[]; -} uBias; - -layout(set=0, binding=4) uniform constBuffer { - ivec2 pad; - ivec2 kernelSize; - ivec2 stride; - ivec2 dilate; - ivec4 inputSize; - ivec4 outputSize; - ivec4 offset;//batchOffset, hOffset, outputHeight, other -} uConstant; - -#define UP_DIV(x, y) (((x)+(y)-1)/(y)) - -layout (local_size_x = 8, local_size_y = 8, local_size_z = 1) in; - -void main() -{ - ivec3 pos = ivec3(gl_GlobalInvocationID); - ivec3 outputSize = uConstant.outputSize.xyz; - int oz = pos.z / uConstant.outputSize.w; - int ob = pos.z % uConstant.outputSize.w; - - if (all(lessThan(pos.xy, outputSize.xy))) - { - ivec3 inputSize = uConstant.inputSize.xyz; - ivec2 s0 = pos.xy*uConstant.stride-uConstant.pad; - ivec2 sta = max(ivec2(0, 0), (UP_DIV(-s0, uConstant.dilate))); - ivec2 end = min(uConstant.kernelSize, UP_DIV(uConstant.inputSize.xy - s0, uConstant.dilate)); - int fx, fy, fz; - vec4 color = uBias.data[oz]; - for (fy=sta.y; fy search(const std::string& key) { auto iter = mMaps.find(key); diff --git a/source/backend/vulkan/component/VulkanDevice.cpp b/source/backend/vulkan/component/VulkanDevice.cpp index fc144af2a..75fde6588 100644 --- a/source/backend/vulkan/component/VulkanDevice.cpp +++ b/source/backend/vulkan/component/VulkanDevice.cpp @@ -45,6 +45,9 @@ VulkanDevice::VulkanDevice(std::shared_ptr instance, const std:: if (queueFamilyProperties[queueFamilyIndex].queueFlags & VK_QUEUE_COMPUTE_BIT) { break; } + if (!(queueFamilyProperties[queueFamilyIndex].queueFlags & VK_QUEUE_GRAPHICS_BIT)) { + MNN_PRINT("The queue can't support graphic render\n"); + } } MNN_ASSERT(queueFamilyIndex < queueFamilyCount); mQueueFamilyIndex = queueFamilyIndex; @@ -295,7 +298,7 @@ const void VulkanDevice::destroySemaphore(const VkSemaphore& semaphore, const Vk } const VkResult VulkanDevice::createImage(VkImage& image, const VkImageType imageType, const uint32_t width, - const uint32_t height, const uint32_t depth, const VkFormat format, + const uint32_t height, const uint32_t depth, const VkFormat format, VkImageUsageFlags usage, const VkAllocationCallbacks* allocator) const { VkImageCreateInfo info = {}; info.sType = VK_STRUCTURE_TYPE_IMAGE_CREATE_INFO; @@ -308,7 +311,7 @@ const VkResult VulkanDevice::createImage(VkImage& image, const VkImageType image info.format = format; info.tiling = VK_IMAGE_TILING_OPTIMAL; info.initialLayout = VK_IMAGE_LAYOUT_UNDEFINED; - info.usage = VK_IMAGE_USAGE_STORAGE_BIT | VK_IMAGE_USAGE_SAMPLED_BIT; + info.usage = usage; info.samples = VK_SAMPLE_COUNT_1_BIT; info.sharingMode = VK_SHARING_MODE_EXCLUSIVE; info.pNext = nullptr; diff --git a/source/backend/vulkan/component/VulkanDevice.hpp b/source/backend/vulkan/component/VulkanDevice.hpp index 16b03db32..92c49f333 100644 --- a/source/backend/vulkan/component/VulkanDevice.hpp +++ b/source/backend/vulkan/component/VulkanDevice.hpp @@ -78,7 +78,7 @@ class VulkanDevice : public NonCopyable { // VkImage/VkSampler const VkResult createImage(VkImage& image, const VkImageType imageType, const uint32_t width, const uint32_t height, - const uint32_t depth, const VkFormat format, + const uint32_t depth, const VkFormat format, VkImageUsageFlags usage, const VkAllocationCallbacks* allocator = nullptr) const; const void destroyImage(const VkImage& image, const VkAllocationCallbacks* allocator = nullptr) const; diff --git a/source/backend/vulkan/component/VulkanFramebuffer.cpp b/source/backend/vulkan/component/VulkanFramebuffer.cpp new file mode 100644 index 000000000..52818e2b4 --- /dev/null +++ b/source/backend/vulkan/component/VulkanFramebuffer.cpp @@ -0,0 +1,18 @@ +#include "VulkanFramebuffer.hpp" +namespace MNN { +VulkanFramebuffer::~VulkanFramebuffer() { + vkDestroyFramebuffer(mDevice.get(), mContent, nullptr); +} + +VulkanFramebuffer* VulkanFramebuffer::create(const VulkanDevice& dev, const VkFramebufferCreateInfo* fbCreateInfo) { + VkFramebuffer frame; + auto res = vkCreateFramebuffer(dev.get(), fbCreateInfo, nullptr, + &frame); + if (VK_SUCCESS != res) { + MNN_ERROR("Create Vulkan Framebuffer error\n"); + return nullptr; + } + return new VulkanFramebuffer(dev, frame); +} + +}; diff --git a/source/backend/vulkan/component/VulkanFramebuffer.hpp b/source/backend/vulkan/component/VulkanFramebuffer.hpp new file mode 100644 index 000000000..03e931f40 --- /dev/null +++ b/source/backend/vulkan/component/VulkanFramebuffer.hpp @@ -0,0 +1,22 @@ +#ifndef VulkanFramebuffer_hpp +#define VulkanFramebuffer_hpp +#include "VulkanDevice.hpp" +#include "core/AutoStorage.h" +namespace MNN { +class VulkanFramebuffer : public RefCount { +public: + virtual ~ VulkanFramebuffer(); + + static VulkanFramebuffer* create(const VulkanDevice& dev, const VkFramebufferCreateInfo* info); + inline VkFramebuffer get() const { + return mContent; + } +private: + VulkanFramebuffer(const VulkanDevice& dev, VkFramebuffer fram) : mDevice(dev) { + mContent = fram; + } + VkFramebuffer mContent; + const VulkanDevice& mDevice; +}; +}; +#endif diff --git a/source/backend/vulkan/component/VulkanImage.cpp b/source/backend/vulkan/component/VulkanImage.cpp index d2231982c..42226c1dd 100644 --- a/source/backend/vulkan/component/VulkanImage.cpp +++ b/source/backend/vulkan/component/VulkanImage.cpp @@ -24,34 +24,12 @@ void VulkanImage::release() { mMemory.first = nullptr; } -static VkFormat _getFormat(halide_type_t type) { - switch (type.code) { - case halide_type_float: - return VK_FORMAT_R32G32B32A32_SFLOAT; - case halide_type_int: { - if (8 == type.bits) { - return VK_FORMAT_R8G8B8A8_SINT; - } else if (type.bits == 16) { - return VK_FORMAT_R16G16B16A16_SINT; - } - return VK_FORMAT_R32G32B32A32_SINT; - } - case halide_type_uint: { - if (8 == type.bits) { - return VK_FORMAT_R8G8B8A8_UINT; - } else if (type.bits == 16) { - return VK_FORMAT_R16G16B16A16_UINT; - } - return VK_FORMAT_R32G32B32A32_UINT; - } - default: - break; - } - return VK_FORMAT_R32G32B32A32_SFLOAT; -} - -VulkanImage::VulkanImage(const VulkanMemoryPool& pool, bool separate, const std::vector& dims, halide_type_t type) +VulkanImage::VulkanImage(const VulkanMemoryPool& pool, bool separate, const std::vector& dims, VkFormat format, VkImageUsageFlags usage) : mDevice(pool.device()), mPool(pool) { + if (format == VK_FORMAT_R32G32B32A32_SFLOAT && pool.permitFp16()) { + // FIXME: find better method + format = VK_FORMAT_R16G16B16A16_SFLOAT; + } MNN_ASSERT(dims.size() >= 1 && dims.size() <= 3); auto imageType = VK_IMAGE_TYPE_1D; auto viewType = VK_IMAGE_VIEW_TYPE_1D; @@ -70,17 +48,10 @@ VulkanImage::VulkanImage(const VulkanMemoryPool& pool, bool separate, const std: viewType = VK_IMAGE_VIEW_TYPE_3D; } - auto format = _getFormat(type); - if (pool.permitFp16() && format == VK_FORMAT_R32G32B32A32_SFLOAT) { - // Use fp16 instead of fp32 - format = VK_FORMAT_R16G16B16A16_SFLOAT; - } auto mFormat = format; mInfo = std::make_tuple(imageType, mWidth, mHeight, mDepth, mFormat); // FUNC_PRINT(format); - mImage.first = const_cast(mPool).allocImage(mInfo); - mLayout = VK_IMAGE_LAYOUT_UNDEFINED; - mAccess = VK_ACCESS_SHADER_READ_BIT; + CALL_VK(mDevice.createImage(mImage.first, imageType, mWidth, mHeight, mDepth, mFormat, usage)); VkMemoryRequirements memRequirements; mDevice.getImageMemoryRequirements(mImage.first, memRequirements); @@ -92,29 +63,17 @@ VulkanImage::VulkanImage(const VulkanMemoryPool& pool, bool separate, const std: } VulkanImage::~VulkanImage() { mDevice.destroyImageView(mImage.second, nullptr); - const_cast(mPool).returnImage(std::move(mImage.first), std::move(mInfo)); + mDevice.destroyImage(mImage.first); if (nullptr != mMemory.first) { const_cast(mPool).returnMemory(mMemory); } } void VulkanImage::barrierWrite(VkCommandBuffer buffer) const { - VkImageMemoryBarrier barrier; - ::memset(&barrier, 0, sizeof(VkImageMemoryBarrier)); - - barrier.sType = VK_STRUCTURE_TYPE_IMAGE_MEMORY_BARRIER; - barrier.dstQueueFamilyIndex = VK_QUEUE_FAMILY_IGNORED; - barrier.srcQueueFamilyIndex = VK_QUEUE_FAMILY_IGNORED; - barrier.srcAccessMask = mAccess; - barrier.dstAccessMask = VK_ACCESS_SHADER_WRITE_BIT; - barrier.image = mImage.first; - barrier.newLayout = VK_IMAGE_LAYOUT_GENERAL; - barrier.oldLayout = mLayout; - barrier.subresourceRange.aspectMask = VK_IMAGE_ASPECT_COLOR_BIT; - barrier.subresourceRange.levelCount = 1; - barrier.subresourceRange.layerCount = 1; - - vkCmdPipelineBarrier(buffer, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, 0, 0, - nullptr, 0, nullptr, 1, &barrier); + VkImageSubresourceRange subrange; + subrange.aspectMask = VK_IMAGE_ASPECT_COLOR_BIT; + subrange.layerCount = 1; + subrange.levelCount = 1; + insertMemoryBarrier(buffer, mImage.first, mAccess, VK_ACCESS_SHADER_WRITE_BIT, mLayout, VK_IMAGE_LAYOUT_GENERAL, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, subrange); mLayout = VK_IMAGE_LAYOUT_GENERAL; mAccess = VK_ACCESS_SHADER_WRITE_BIT; } @@ -122,25 +81,44 @@ void VulkanImage::barrierRead(VkCommandBuffer buffer) const { if (mAccess == VK_ACCESS_SHADER_READ_BIT && mLayout == VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL) { return; } - VkImageMemoryBarrier barrier; - ::memset(&barrier, 0, sizeof(VkImageMemoryBarrier)); - - barrier.sType = VK_STRUCTURE_TYPE_IMAGE_MEMORY_BARRIER; - barrier.dstQueueFamilyIndex = VK_QUEUE_FAMILY_IGNORED; - barrier.srcQueueFamilyIndex = VK_QUEUE_FAMILY_IGNORED; - barrier.srcAccessMask = mAccess; - barrier.dstAccessMask = VK_ACCESS_SHADER_READ_BIT; - barrier.image = mImage.first; - barrier.newLayout = VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL; - barrier.oldLayout = mLayout; - barrier.subresourceRange.aspectMask = VK_IMAGE_ASPECT_COLOR_BIT; - barrier.subresourceRange.levelCount = 1; - barrier.subresourceRange.layerCount = 1; - vkCmdPipelineBarrier(buffer, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, 0, 0, - nullptr, 0, nullptr, 1, &barrier); + VkImageSubresourceRange subrange; + subrange.aspectMask = VK_IMAGE_ASPECT_COLOR_BIT; + subrange.layerCount = 1; + subrange.levelCount = 1; + insertMemoryBarrier(buffer, mImage.first, mAccess, VK_ACCESS_SHADER_READ_BIT, mLayout, VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT, subrange); mLayout = VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL; mAccess = VK_ACCESS_SHADER_READ_BIT; } +void VulkanImage::insertMemoryBarrier( + VkCommandBuffer cmdbuffer, + VkImage image, + VkAccessFlags srcAccessMask, + VkAccessFlags dstAccessMask, + VkImageLayout oldImageLayout, + VkImageLayout newImageLayout, + VkPipelineStageFlags srcStageMask, + VkPipelineStageFlags dstStageMask, + VkImageSubresourceRange subresourceRange + ) { + VkImageMemoryBarrier imageMemoryBarrier; + ::memset(&imageMemoryBarrier, 0, sizeof(VkImageMemoryBarrier)); + imageMemoryBarrier.srcAccessMask = srcAccessMask; + imageMemoryBarrier.dstAccessMask = dstAccessMask; + imageMemoryBarrier.oldLayout = oldImageLayout; + imageMemoryBarrier.newLayout = newImageLayout; + imageMemoryBarrier.image = image; + imageMemoryBarrier.subresourceRange = subresourceRange; + + vkCmdPipelineBarrier( + cmdbuffer, + srcStageMask, + dstStageMask, + 0, + 0, nullptr, + 0, nullptr, + 1, &imageMemoryBarrier); +} + } // namespace MNN diff --git a/source/backend/vulkan/component/VulkanImage.hpp b/source/backend/vulkan/component/VulkanImage.hpp index 66d426840..73d094f30 100644 --- a/source/backend/vulkan/component/VulkanImage.hpp +++ b/source/backend/vulkan/component/VulkanImage.hpp @@ -26,14 +26,16 @@ class VulkanSampler : public NonCopyable { const VulkanDevice& mDevice; }; -class VulkanImage : public NonCopyable { +class VulkanImage : public RefCount { public: VulkanImage(const VulkanMemoryPool& pool, bool separate, const std::vector& dims, - halide_type_t type = halide_type_of()); + VkFormat format = VK_FORMAT_R32G32B32A32_SFLOAT, VkImageUsageFlags usage = VK_IMAGE_USAGE_SAMPLED_BIT | VK_IMAGE_USAGE_STORAGE_BIT); VulkanImage(const VulkanMemoryPool& pool, bool separate, int w, int h) : VulkanImage(pool, separate, std::vector{w, h}) { } virtual ~VulkanImage(); + void barrierWrite(VkCommandBuffer buffer) const; + void barrierRead(VkCommandBuffer buffer) const; inline int width() const { return std::get<1>(mInfo); @@ -63,8 +65,22 @@ class VulkanImage : public NonCopyable { VkImageLayout currentLayout() const { return mLayout; } - void barrierWrite(VkCommandBuffer buffer) const; - void barrierRead(VkCommandBuffer buffer) const; + const VulkanDevice& device() const { + return mDevice; + } + + static void insertMemoryBarrier( + VkCommandBuffer cmdbuffer, + VkImage image, + VkAccessFlags srcAccessMask, + VkAccessFlags dstAccessMask, + VkImageLayout oldImageLayout, + VkImageLayout newImageLayout, + VkPipelineStageFlags srcStageMask, + VkPipelineStageFlags dstStageMask, + VkImageSubresourceRange subresourceRange + ); + private: std::tuple mInfo; std::pair mImage; diff --git a/source/backend/vulkan/component/VulkanMemoryPool.cpp b/source/backend/vulkan/component/VulkanMemoryPool.cpp index 4c440cd91..3acdd2412 100644 --- a/source/backend/vulkan/component/VulkanMemoryPool.cpp +++ b/source/backend/vulkan/component/VulkanMemoryPool.cpp @@ -106,16 +106,6 @@ void VulkanMemoryPool::clear() { iter->release(false); } } -VkImage VulkanMemoryPool::allocImage(const std::tuple& info) { - VkImage image; - VkImageView imageView; - CALL_VK(mDevice.createImage(image, std::get<0>(info), std::get<1>(info), std::get<2>(info), std::get<3>(info), std::get<4>(info))); - return image; -} -void VulkanMemoryPool::returnImage(VkImage dst, std::tuple&& info) { - mDevice.destroyImage(dst); -} - float VulkanMemoryPool::computeSize() const { float totalSize = 0; diff --git a/source/backend/vulkan/component/VulkanMemoryPool.hpp b/source/backend/vulkan/component/VulkanMemoryPool.hpp index c43d685f3..5bbb84722 100644 --- a/source/backend/vulkan/component/VulkanMemoryPool.hpp +++ b/source/backend/vulkan/component/VulkanMemoryPool.hpp @@ -68,9 +68,6 @@ class VulkanMemoryPool : public NonCopyable { VkBuffer allocBuffer(size_t size, VkBufferUsageFlags flags, VkSharingMode shared); void returnBuffer(VkBuffer buffer, size_t size, VkBufferUsageFlags flags, VkSharingMode shared); - // For image fast alloc - VkImage allocImage(const std::tuple& info); - void returnImage(VkImage dst, std::tuple&& info); private: // MemoryTypeIndex, Size, Memory std::vector> mAllocators; diff --git a/source/backend/vulkan/component/VulkanPipeline.cpp b/source/backend/vulkan/component/VulkanPipeline.cpp index 5524176e0..fdbd2fc1c 100644 --- a/source/backend/vulkan/component/VulkanPipeline.cpp +++ b/source/backend/vulkan/component/VulkanPipeline.cpp @@ -11,63 +11,48 @@ #include namespace MNN { VulkanPipelineFactory::VulkanPipelineFactory(const VulkanDevice& dev) : mDevice(dev) { - CALL_VK(mDevice.createPipelineCache(mCache)); + mCache = new VulkanPipelineCache(dev); mStorage = std::make_shared(); } VulkanPipelineFactory::~VulkanPipelineFactory() { - mDevice.destroyPipelineCache(mCache); } void VulkanPipelineFactory::reset() { - mDevice.destroyPipelineCache(mCache); - CALL_VK(mDevice.createPipelineCache(mCache)); -} - -VulkanPipeline::VulkanPipeline(const VulkanDevice& dev, VkPipeline p, VkPipelineLayout layout, - const std::vector& despool, VkDescriptorSetLayout setLayout, - const std::vector& bufferTypes) - : mDevice(dev) { - mPipeline = p; - mLayout = layout; - mDesPoolSize = despool; - mSetLayout = setLayout; - mBufferTypes = bufferTypes; + mCache = nullptr; + mCache = new VulkanPipelineCache(mDevice); } -VulkanPipeline* VulkanPipeline::create(const VulkanDevice& dev, const uint8_t* data, size_t length, - const std::vector& bufferTypes, VkPipelineCache cache, - const std::vector& localSize) { - VkShaderModule shaderOut; - VkResult result = dev.createShaderModule(shaderOut, length, (const uint32_t*)data); - if (VK_SUCCESS != result) { +SharedPtr VulkanPipelineFactory::createShader(const std::string& key) const { + auto content = mStorage->search(key); + if (nullptr == content.first) { + MNN_ERROR("Don't find shader for %s\n", key.c_str()); return nullptr; } + SharedPtr shader = VulkanShaderModule::create(mDevice, (const uint32_t*)content.first, content.second); + return shader; +} - std::vector bindings; - std::map typeCount; - for (int i = 0; i < bufferTypes.size(); ++i) { - auto type = bufferTypes[i]; - if (typeCount.find(type) == typeCount.end()) { - typeCount[type] = 1; - } else { - typeCount[type] += 1; - } - VkDescriptorSetLayoutBinding binding; - binding.binding = i; - binding.descriptorType = type; - binding.descriptorCount = 1; - binding.stageFlags = VK_SHADER_STAGE_COMPUTE_BIT; - binding.pImmutableSamplers = nullptr; - bindings.emplace_back(binding); +VulkanPipeline* VulkanPipelineFactory::createGraphicPipeline(SharedPtr layout, VulkanGraphicPipelineCache* cache) const { + VkPipeline pipeline; + auto& mInfo = cache->info(); + mInfo.layout = layout->get(); + auto res = vkCreateGraphicsPipelines(mDevice.get(), mCache->get(), 1, &mInfo, nullptr, &pipeline); + if (VK_SUCCESS != res) { + MNN_ERROR("Create Graphic pipeline error: %d\n", res); + return nullptr; } - - VkPipelineLayout pipelineLayout = VK_NULL_HANDLE; - VkDescriptorSetLayout setLayout = VK_NULL_HANDLE; - { - CALL_VK(dev.createDescriptorSetLayout(setLayout, bindings.size(), bindings.data())); - CALL_VK(dev.createPipelineLayout(pipelineLayout, setLayout)); + return new VulkanPipeline(mDevice, pipeline, layout, VK_PIPELINE_BIND_POINT_GRAPHICS); +} +VulkanPipeline* VulkanPipelineFactory::createComputePipeline(const uint8_t* data, size_t dataSize, const std::vector& types, const std::vector& localSize) const { + SharedPtr shader = VulkanShaderModule::create(mDevice, (const uint32_t*)data, dataSize); + std::vector layoutTypes(types.size()); + for (int i=0; i layout = VulkanLayout::create(mDevice, layoutTypes); + VkPipeline pipeline; /*for localSize_x_id = 0,localSize_y_id = 1,localSize_z_id = 2*/ std::vector specializationMapEntry; /*localSize data description*/ std::shared_ptr specializationInfo = std::make_shared(); @@ -83,54 +68,55 @@ VulkanPipeline* VulkanPipeline::create(const VulkanDevice& dev, const uint8_t* d specializationInfo->pMapEntries = specializationMapEntry.data(); specializationInfo->mapEntryCount = specializationMapEntry.size(); } - - // Create the pipeline cache - VkPipeline pipeline; - auto res = dev.createComputePipeline(pipeline, shaderOut, pipelineLayout, cache, specializationInfo.get()); + auto res = mDevice.createComputePipeline(pipeline, shader->get(), layout->get(), mCache->get(), specializationInfo.get()); if (VK_SUCCESS != res) { FUNC_PRINT(res); - dev.destroyShaderModule(shaderOut); - dev.destroyPipelineLayout(pipelineLayout); - dev.destroyDescriptorSetLayout(setLayout); return nullptr; } - dev.destroyShaderModule(shaderOut); + return new VulkanPipeline(mDevice, pipeline, layout, VK_PIPELINE_BIND_POINT_COMPUTE); +} - std::vector desPoolSize; - for (auto& iter : typeCount) { - VkDescriptorPoolSize s; - s.descriptorCount = iter.second; - s.type = iter.first; - desPoolSize.emplace_back(s); +const VulkanPipeline* VulkanPipelineFactory::getPipeline(const std::string& key, + const std::vector& types, + const std::vector& localSize) const { + auto iter = mPipelines.find(key); + if (iter != mPipelines.end()) { + return iter->second.get(); } + auto content = mStorage->search(key); + if (nullptr == content.first) { + MNN_ERROR("Don't find shader for %s\n", key.c_str()); + return nullptr; + } + auto pipeline = createComputePipeline((uint8_t*)content.first, content.second, types, localSize); + SharedPtr resPipeline = pipeline; + mPipelines.insert(std::make_pair(key, resPipeline)); + return pipeline; +} - return new VulkanPipeline(dev, pipeline, pipelineLayout, desPoolSize, setLayout, bufferTypes); +VulkanPipeline::VulkanPipeline(const VulkanDevice& dev, VkPipeline p, SharedPtr layout, VkPipelineBindPoint type) + : mDevice(dev) { + mPipeline = p; + mLayout = layout; + mType = type; } + VulkanPipeline::~VulkanPipeline() { - for (auto& iter : mFreeSets) { - mDevice.freeDescriptorSets(iter.second, 1, &iter.first); - mDevice.destroyDescriptorPool(iter.second); - } - mDevice.destroyPipelineLayout(mLayout); - mDevice.destroyDescriptorSetLayout(mSetLayout); mDevice.destroyPipeline(mPipeline); // FUNC_PRINT(1); } void VulkanPipeline::bind(VkCommandBuffer cmd, VkDescriptorSet des) const { // Bind the compute pipeline. - vkCmdBindPipeline(cmd, VK_PIPELINE_BIND_POINT_COMPUTE, mPipeline); + vkCmdBindPipeline(cmd, mType, mPipeline); // Bind descriptor set. - vkCmdBindDescriptorSets(cmd, VK_PIPELINE_BIND_POINT_COMPUTE, mLayout, 0, 1, &des, 0, nullptr); + vkCmdBindDescriptorSets(cmd, mType, mLayout->get(), 0, 1, &des, 0, nullptr); +} +VulkanLayout::DescriptorSet* VulkanPipeline::createSet() const { + return mLayout->createSet(); } -VulkanPipeline::DescriptorSet* VulkanPipeline::createSet() const { - if (!mFreeSets.empty()) { - auto iter = mFreeSets.end() - 1; - auto res = new VulkanPipeline::DescriptorSet(iter->first, iter->second, this); - mFreeSets.erase(iter); - return res; - } +VulkanLayout::DescriptorSet* VulkanLayout::createSet() const { VkDescriptorPool descriptorPool; // FUNC_PRINT(poolInfo.poolSizeCount); CALL_VK(mDevice.createDescriptorPool(descriptorPool, mDesPoolSize.size(), mDesPoolSize.data())); @@ -140,15 +126,15 @@ VulkanPipeline::DescriptorSet* VulkanPipeline::createSet() const { return new DescriptorSet(descriptorSet, descriptorPool, this); } -VulkanPipeline::DescriptorSet::~DescriptorSet() { - mPipeline->mFreeSets.emplace_back(std::make_pair(mSet, mPool)); +VulkanLayout::DescriptorSet::~DescriptorSet() { + mPipeline->mDevice.freeDescriptorSets(mPool, 1, &mSet); + mPipeline->mDevice.destroyDescriptorPool(mPool); } -void VulkanPipeline::DescriptorSet::writeBuffer(std::tuple fuseBuffer, int bindIndex) { +void VulkanLayout::DescriptorSet::writeBuffer(std::tuple fuseBuffer, int bindIndex) { writeBuffer(std::get<0>(fuseBuffer), bindIndex, std::get<1>(fuseBuffer), std::get<2>(fuseBuffer)); } -void VulkanPipeline::DescriptorSet::writeBuffer(VkBuffer buffer, int bindIndex, size_t size, VkDeviceSize offset) { - MNN_ASSERT(0 != buffer); +void VulkanLayout::DescriptorSet::writeBuffer(VkBuffer buffer, int bindIndex, size_t size, VkDeviceSize offset) { VkWriteDescriptorSet writeSet; ::memset(&writeSet, 0, sizeof(writeSet)); VkDescriptorBufferInfo sourceInfo; @@ -158,7 +144,7 @@ void VulkanPipeline::DescriptorSet::writeBuffer(VkBuffer buffer, int bindIndex, writeSet.sType = VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET; writeSet.descriptorCount = 1; - writeSet.descriptorType = mPipeline->argType(bindIndex); + writeSet.descriptorType = mPipeline->mBufferTypes[bindIndex]; writeSet.dstBinding = bindIndex; writeSet.pBufferInfo = &sourceInfo; writeSet.dstSet = mSet; @@ -166,7 +152,7 @@ void VulkanPipeline::DescriptorSet::writeBuffer(VkBuffer buffer, int bindIndex, mPipeline->mDevice.updateWriteDescriptorSet(writeSet); } -void VulkanPipeline::DescriptorSet::writeImage(VkImageView view, VkSampler sampler, VkImageLayout layout, int bind) { +void VulkanLayout::DescriptorSet::writeImage(VkImageView view, VkSampler sampler, VkImageLayout layout, int bind) { VkWriteDescriptorSet writeSet; ::memset(&writeSet, 0, sizeof(writeSet)); VkDescriptorImageInfo sourceInfo; @@ -176,7 +162,7 @@ void VulkanPipeline::DescriptorSet::writeImage(VkImageView view, VkSampler sampl writeSet.sType = VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET; writeSet.descriptorCount = 1; - writeSet.descriptorType = mPipeline->argType(bind); + writeSet.descriptorType = mPipeline->mBufferTypes[bind]; writeSet.dstBinding = bind; writeSet.pImageInfo = &sourceInfo; writeSet.dstSet = mSet; @@ -184,26 +170,192 @@ void VulkanPipeline::DescriptorSet::writeImage(VkImageView view, VkSampler sampl mPipeline->mDevice.updateWriteDescriptorSet(writeSet); } -const VulkanPipeline* VulkanPipelineFactory::getPipeline(const std::string& key, - const std::vector& types, - const std::vector& localSize) const { - auto iter = mPipelines.find(key); - if (iter != mPipelines.end()) { - return iter->second.get(); +VulkanPipelineCache::VulkanPipelineCache(const VulkanDevice& dev) : mDevice(dev) { + CALL_VK(mDevice.createPipelineCache(mCache)); +} +VulkanPipelineCache::~VulkanPipelineCache() { + mDevice.destroyPipelineCache(mCache); +} + +VulkanLayout::~VulkanLayout() { + mDevice.destroyPipelineLayout(mLayout); + mDevice.destroyDescriptorSetLayout(mSetLayout); +} + +VulkanLayout* VulkanLayout::create(const VulkanDevice& dev, const std::vector& bufferTypesWithIndex) { + // Turn bufferTypesWithIndex to bufferTypes; + // Compute Max index for bufferTypesWithIndex + int maxIndex = 0; + for (auto& iter : bufferTypesWithIndex) { + if (iter.binding > maxIndex) { + maxIndex = iter.binding; + } + } + std::vector bufferTypes(maxIndex+1, VK_DESCRIPTOR_TYPE_MAX_ENUM); + for (auto& iter : bufferTypesWithIndex) { + bufferTypes[iter.binding] = iter.type; + } + std::vector bindings; + std::map typeCount; + for (auto& iter : bufferTypesWithIndex) { + auto type = iter.type; + if (typeCount.find(type) == typeCount.end()) { + typeCount[type] = 1; + } else { + typeCount[type] += 1; + } + VkDescriptorSetLayoutBinding binding; + binding.binding = iter.binding; + binding.descriptorType = type; + binding.descriptorCount = 1; + binding.stageFlags = iter.stage; + binding.pImmutableSamplers = nullptr; + bindings.emplace_back(binding); + } + VkPipelineLayout pipelineLayout = VK_NULL_HANDLE; + VkDescriptorSetLayout setLayout = VK_NULL_HANDLE; + { + CALL_VK(dev.createDescriptorSetLayout(setLayout, bindings.size(), bindings.data())); + CALL_VK(dev.createPipelineLayout(pipelineLayout, setLayout)); + } + std::vector desPoolSize; + for (auto& iter : typeCount) { + VkDescriptorPoolSize s; + s.descriptorCount = iter.second; + s.type = iter.first; + desPoolSize.emplace_back(s); } + auto layoutVk = new VulkanLayout(dev); + layoutVk->mDesPoolSize = desPoolSize; + layoutVk->mLayout = pipelineLayout; + layoutVk->mSetLayout = setLayout; + layoutVk->mBufferTypes = std::move(bufferTypes); + return layoutVk; +} - auto content = mStorage->search(key); - if (nullptr == content.first) { - MNN_ERROR("Don't find shader for %s\n", key.c_str()); - return nullptr; +VulkanGraphicPipelineCache* VulkanGraphicPipelineCache::create(const VulkanDevice& dev, const VulkanGraphicPipelineCache::ShaderSource& source) { + auto cache = new VulkanGraphicPipelineCache(source.vertex, source.fragment, dev); + return cache; +} + +void VulkanGraphicPipelineCache::setVertexFormats(const std::vector& units) { + mVertexAttributes.resize(units.size()); + mVertexBindings.resize(units.size()); + for (int i=0; i pipeline = VulkanPipeline::create(mDevice, content.first, content.second, types, mCache, localSize); - if (nullptr != pipeline.get()) { - mPipelines.insert(std::make_pair(key, pipeline)); - } else { - MNN_ERROR("Error for create pipeline %s\n", key.c_str()); + ::memset(&mVertexInfo, 0, sizeof(VkPipelineVertexInputStateCreateInfo)); + mVertexInfo.sType = VK_STRUCTURE_TYPE_PIPELINE_VERTEX_INPUT_STATE_CREATE_INFO; + mVertexInfo.pVertexAttributeDescriptions = mVertexAttributes.data(); + mVertexInfo.vertexAttributeDescriptionCount = (int)mVertexAttributes.size(); + mVertexInfo.vertexBindingDescriptionCount = (int)mVertexBindings.size(); + mVertexInfo.pVertexBindingDescriptions = mVertexBindings.data(); +} + +VulkanGraphicPipelineCache::VulkanGraphicPipelineCache(SharedPtr vertex, SharedPtr frag, const VulkanDevice& dev) : mDevice(dev) { + mName = "main"; + mVertex = vertex; + mFragment = frag; + ::memset(mStage, 0, 2 * sizeof(VkPipelineShaderStageCreateInfo)); + mStage[0].sType = VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_CREATE_INFO; + mStage[1].sType = VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_CREATE_INFO; + mStage[0].stage = VK_SHADER_STAGE_VERTEX_BIT; + mStage[1].stage = VK_SHADER_STAGE_FRAGMENT_BIT; + mStage[0].module = vertex->get(); + mStage[1].module = frag->get(); + mStage[0].pName = mName.c_str(); + mStage[1].pName = mName.c_str(); + + ::memset(&mBlend, 0, sizeof(VkPipelineColorBlendAttachmentState)); + // TODO: Set blend Info + mBlend.sType = VK_STRUCTURE_TYPE_PIPELINE_COLOR_BLEND_STATE_CREATE_INFO; + mBlend.logicOp = VK_LOGIC_OP_COPY; + mBlend.logicOpEnable = VK_FALSE; + mBlendAttchmentState.resize(4); + mBlend.pAttachments = mBlendAttchmentState.data(); + ::memset(mBlendAttchmentState.data(), 0, mBlendAttchmentState.size() * sizeof(VkPipelineColorBlendAttachmentState)); + mBlend.attachmentCount = 1; + for (int i=0; i& bufferTypes, VkPipelineCache cache, - const std::vector& localSize = std::vector()); - virtual ~VulkanPipeline(); - VkPipeline get() const { - return mPipeline; +class VulkanPipelineCache : public RefCount { +public: + VulkanPipelineCache(const VulkanDevice& dev); + virtual ~VulkanPipelineCache(); + inline VkPipelineCache get() const { + return mCache; } - - void bind(VkCommandBuffer buffer, VkDescriptorSet describeSet) const; - inline VkDescriptorType argType(int index) const { - return mBufferTypes[index]; +private: + VkPipelineCache mCache; + const VulkanDevice& mDevice; +}; +class VulkanShaderModule : public RefCount { +public: + static VulkanShaderModule* create(const VulkanDevice& dev, const uint32_t* buffer, size_t size); + virtual ~ VulkanShaderModule(); + VkShaderModule get() const { + return mShader; } +private: + VulkanShaderModule(VkShaderModule shader, const VulkanDevice& dev); + VkShaderModule mShader; + const VulkanDevice& mDevice; +}; - class DescriptorSet : public NonCopyable { +class VulkanLayout : public RefCount { +public: + virtual ~ VulkanLayout(); + struct LayoutType { + int binding; + VkDescriptorType type; + VkShaderStageFlagBits stage; + }; + static VulkanLayout* create(const VulkanDevice& dev, const std::vector& bufferTypes); + friend class DescriptorSet; + + class DescriptorSet : public RefCount { public: DescriptorSet(VkDescriptorSet set, VkDescriptorPool pool, - const VulkanPipeline* pipeline) { + const VulkanLayout* pipeline) { mSet = set; mPool = pool; mPipeline = pipeline; @@ -55,23 +75,96 @@ class VulkanPipeline : public RefCount { private: VkDescriptorSet mSet; VkDescriptorPool mPool; - const VulkanPipeline* mPipeline; + const VulkanLayout* mPipeline; }; - DescriptorSet* createSet() const; + VkPipelineLayout get() const { + return mLayout; + } +private: + std::vector mBufferTypes; + VkPipelineLayout mLayout; + std::vector mDesPoolSize; + VkDescriptorSetLayout mSetLayout; + const VulkanDevice& mDevice; + VulkanLayout(const VulkanDevice& dev) : mDevice(dev) { + // Do nothing + } +}; + +class VulkanPipeline; +class VulkanGraphicPipelineCache : public RefCount { +public: + struct ShaderSource { + SharedPtr vertex; + SharedPtr fragment; + }; + static VulkanGraphicPipelineCache* create(const VulkanDevice& dev, const ShaderSource& source); + virtual ~ VulkanGraphicPipelineCache(); + void setVertexFormats(const std::vector& unit); + + // Complete info befor create pipeline // + VkGraphicsPipelineCreateInfo& info() { + /** Info content + // Self or shader + info.flags = 0; + info.pStages; + + // Program layout or state + info.pColorBlendState; + info.pDepthStencilState; + info.layout; + info.pVertexInputState; + info.pRasterizationState; + + // Drawable info + info.pInputAssemblyState; + + // Render Pass Info + info.pViewportState; + info.pMultisampleState; + + // Render Pass Target + info.renderPass; + */ + return mInfo; + } private: - VulkanPipeline(const VulkanDevice& dev, VkPipeline p, VkPipelineLayout layout, - const std::vector& despool, VkDescriptorSetLayout setLayout, - const std::vector& bufferTypes); + VulkanGraphicPipelineCache(SharedPtr vertex, SharedPtr frag, const VulkanDevice& dev); + SharedPtr mVertex; + SharedPtr mFragment; + const VulkanDevice& mDevice; + VkGraphicsPipelineCreateInfo mInfo; + VkPipelineVertexInputStateCreateInfo mVertexInfo; + std::vector mVertexAttributes; + std::vector mVertexBindings; + + VkPipelineShaderStageCreateInfo mStage[2]; + VkPipelineColorBlendStateCreateInfo mBlend; + VkPipelineDepthStencilStateCreateInfo mDepth; + VkPipelineRasterizationStateCreateInfo mRasterization; + VkPipelineInputAssemblyStateCreateInfo mInputAssembly; + std::vector mBlendAttchmentState; + std::string mName; +}; +class VulkanPipeline : public RefCount { +public: + VulkanPipeline(const VulkanDevice& dev, VkPipeline p, SharedPtr layout, VkPipelineBindPoint type); + virtual ~VulkanPipeline(); + VkPipeline get() const { + return mPipeline; + } + + void bind(VkCommandBuffer buffer, VkDescriptorSet describeSet) const; + VulkanLayout::DescriptorSet* createSet() const; + +private: const VulkanDevice& mDevice; VkPipeline mPipeline; - VkPipelineLayout mLayout; - std::vector mDesPoolSize; - VkDescriptorSetLayout mSetLayout; - std::vector mBufferTypes; - mutable std::vector> mFreeSets; + VkPipelineBindPoint mType; + SharedPtr mLayout; }; class VulkanPipelineFactory : public NonCopyable { @@ -80,12 +173,14 @@ class VulkanPipelineFactory : public NonCopyable { ~VulkanPipelineFactory(); const VulkanPipeline* getPipeline(const std::string& key, const std::vector& types, const std::vector& localSize = std::vector()) const; - + VulkanPipeline* createGraphicPipeline(SharedPtr layout, VulkanGraphicPipelineCache* cache) const; + VulkanPipeline* createComputePipeline(const uint8_t* data, size_t dataSize, const std::vector& types, const std::vector& localSize) const; + SharedPtr createShader(const std::string& key) const; void reset(); private: const VulkanDevice& mDevice; mutable std::map> mPipelines; - VkPipelineCache mCache; + SharedPtr mCache; std::shared_ptr mStorage; }; diff --git a/source/backend/vulkan/component/VulkanRenderPass.cpp b/source/backend/vulkan/component/VulkanRenderPass.cpp new file mode 100644 index 000000000..147d8c038 --- /dev/null +++ b/source/backend/vulkan/component/VulkanRenderPass.cpp @@ -0,0 +1,20 @@ +#include "VulkanRenderPass.hpp" +namespace MNN { +VulkanRenderPass::VulkanRenderPass(VkRenderPass pass, const VulkanDevice& dev) : mDevice(dev) { + mPass = pass; +} +VulkanRenderPass::~VulkanRenderPass() { + vkDestroyRenderPass(mDevice.get(), mPass, nullptr); +} + +VulkanRenderPass* VulkanRenderPass::create(const VulkanDevice& dev, const VkRenderPassCreateInfo* info) { + VkRenderPass pass; + auto res = vkCreateRenderPass(dev.get(), info, nullptr, &pass); + if (VK_SUCCESS != res) { + MNN_ERROR("Create Vulkan Render Pass error\n"); + return nullptr; + } + return new VulkanRenderPass(pass, dev); +} + +}; diff --git a/source/backend/vulkan/component/VulkanRenderPass.hpp b/source/backend/vulkan/component/VulkanRenderPass.hpp new file mode 100644 index 000000000..388caff96 --- /dev/null +++ b/source/backend/vulkan/component/VulkanRenderPass.hpp @@ -0,0 +1,21 @@ +#ifndef VulkanRenderPass_hpp +#define VulkanRenderPass_hpp +#include "core/AutoStorage.h" +#include "VulkanDevice.hpp" +namespace MNN { +class VulkanRenderPass : public RefCount { +public: + virtual ~ VulkanRenderPass(); + + VkRenderPass get() const { + return mPass; + } + static VulkanRenderPass* create(const VulkanDevice& dev, const VkRenderPassCreateInfo* info); +private: + VulkanRenderPass(VkRenderPass pass, const VulkanDevice& dev); + VkRenderPass mPass; + const VulkanDevice& mDevice; +}; + +}; +#endif diff --git a/source/backend/vulkan/component/VulkanTarget.cpp b/source/backend/vulkan/component/VulkanTarget.cpp new file mode 100644 index 000000000..a46e650d5 --- /dev/null +++ b/source/backend/vulkan/component/VulkanTarget.cpp @@ -0,0 +1,159 @@ +#include "VulkanTarget.hpp" +namespace MNN { + +void VulkanTarget::onEnter(VkCommandBuffer buffer) { + mBeginInfo.framebuffer = mContent.framebuffer->get(); + vkCmdBeginRenderPass(buffer, &mBeginInfo, VK_SUBPASS_CONTENTS_INLINE); +} +void VulkanTarget::onExit(VkCommandBuffer buffer) { + vkCmdEndRenderPass(buffer); +} + +VulkanTarget::VulkanTarget() { + auto beginInfo = &mBeginInfo; + ::memset(beginInfo, 0, sizeof(VkRenderPassBeginInfo)); + beginInfo->sType = VK_STRUCTURE_TYPE_RENDER_PASS_BEGIN_INFO; + mMultisampleInfo.sType = VK_STRUCTURE_TYPE_PIPELINE_MULTISAMPLE_STATE_CREATE_INFO; + mMultisampleInfo.pNext = nullptr; + mMultisampleInfo.rasterizationSamples = VK_SAMPLE_COUNT_1_BIT; + mMultisampleInfo.sampleShadingEnable = VK_FALSE; + mMultisampleInfo.minSampleShading = 0; + mMultisampleInfo.pSampleMask = &mSampleMask; + mMultisampleInfo.alphaToCoverageEnable = VK_FALSE; + mMultisampleInfo.alphaToOneEnable = VK_FALSE; +} +VulkanTarget::~VulkanTarget() { + // Do nothing +} + +VkRenderPass VulkanTarget::pass() const { + return mContent.pass->get(); +} +VkExtent2D VulkanTarget::displaySize() const { + VkExtent2D size; + size.width = mContent.colors[0]->width(); + size.height = mContent.colors[0]->height(); + return size; +} + +VulkanTarget* VulkanTarget::create(std::vector> colors, SharedPtr depth) { + int width = depth->width(); + int height = depth->height(); + auto target = new VulkanTarget; + target->mClearValue.resize(1 + colors.size()); + auto beginInfo = &target->mBeginInfo; + beginInfo->clearValueCount = target->mClearValue.size(); + beginInfo->pClearValues = target->mClearValue.data(); + target->mClearValue[colors.size()].depthStencil.depth = 1.0f; + for (int i=0; imClearValue[i].color.float32, 0, 4 * sizeof(float)); + } + auto depthFormat = depth->format(); + // Create render pass + std::vector attachmentsDescriptionAll(1 + colors.size()); + std::vector colourReferences(colors.size()); + for (int i=0; iformat(); + atta.samples = VK_SAMPLE_COUNT_1_BIT; + atta.loadOp = VK_ATTACHMENT_LOAD_OP_CLEAR; + atta.storeOp = VK_ATTACHMENT_STORE_OP_STORE; + atta.stencilLoadOp = VK_ATTACHMENT_LOAD_OP_DONT_CARE; + atta.stencilStoreOp = VK_ATTACHMENT_STORE_OP_DONT_CARE; + atta.initialLayout = VK_IMAGE_LAYOUT_UNDEFINED; + atta.finalLayout = VK_IMAGE_LAYOUT_COLOR_ATTACHMENT_OPTIMAL; + VkAttachmentReference& colourReference = colourReferences[i]; + colourReference.attachment = i; + colourReference.layout = VK_IMAGE_LAYOUT_COLOR_ATTACHMENT_OPTIMAL; + } + auto& depthAttachment = attachmentsDescriptionAll[colors.size()]; + depthAttachment.loadOp = VK_ATTACHMENT_LOAD_OP_CLEAR; + depthAttachment.storeOp = VK_ATTACHMENT_STORE_OP_DONT_CARE; + depthAttachment.stencilLoadOp = VK_ATTACHMENT_LOAD_OP_DONT_CARE; + depthAttachment.stencilStoreOp = VK_ATTACHMENT_STORE_OP_DONT_CARE; + depthAttachment.initialLayout = VK_IMAGE_LAYOUT_UNDEFINED; + depthAttachment.finalLayout = VK_IMAGE_LAYOUT_DEPTH_STENCIL_ATTACHMENT_OPTIMAL; + depthAttachment.format = depthFormat; + + VkAttachmentReference depthReference; + depthReference.attachment = (uint32_t)colors.size(); + depthReference.layout = VK_IMAGE_LAYOUT_DEPTH_STENCIL_ATTACHMENT_OPTIMAL; + + VkSubpassDescription subpassDescription; + subpassDescription.flags = 0; + subpassDescription.pipelineBindPoint = VK_PIPELINE_BIND_POINT_GRAPHICS; + subpassDescription.inputAttachmentCount = 0; + subpassDescription.pInputAttachments = nullptr; + subpassDescription.colorAttachmentCount = (uint32_t)colourReferences.size(); + subpassDescription.pColorAttachments = colourReferences.data(); + subpassDescription.pResolveAttachments = nullptr; + subpassDescription.pDepthStencilAttachment = &depthReference; + subpassDescription.preserveAttachmentCount = 0; + subpassDescription.pPreserveAttachments = nullptr; + + VkRenderPassCreateInfo renderPassCreateInfo; + renderPassCreateInfo.sType = VK_STRUCTURE_TYPE_RENDER_PASS_CREATE_INFO; + renderPassCreateInfo.pNext = nullptr; + renderPassCreateInfo.flags = 0; + renderPassCreateInfo.attachmentCount = (uint32_t)attachmentsDescriptionAll.size(); + renderPassCreateInfo.pAttachments = attachmentsDescriptionAll.data(); + renderPassCreateInfo.subpassCount = 1; + renderPassCreateInfo.pSubpasses = &subpassDescription; + renderPassCreateInfo.dependencyCount = 0; + renderPassCreateInfo.pDependencies = nullptr; + + const auto& dev = depth->device(); + target->mContent.pass = VulkanRenderPass::create(dev, &renderPassCreateInfo); + target->mContent.colors = colors; + target->mContent.depth = depth; + target->mAttachments.resize((1 + colors.size())); + target->mAttachments[colors.size()] = depth->view(); + for (int i=0; imAttachments[i] = colors[i]->view(); + } + VkFramebufferCreateInfo& fbCreateInfo = target->mFbCreateInfo; + fbCreateInfo.sType = VK_STRUCTURE_TYPE_FRAMEBUFFER_CREATE_INFO, + fbCreateInfo.pNext = nullptr, + fbCreateInfo.renderPass = target->mContent.pass->get(), + fbCreateInfo.pAttachments = target->mAttachments.data(), + fbCreateInfo.attachmentCount = (uint32_t)target->mAttachments.size(), + fbCreateInfo.width = width, + fbCreateInfo.height = height, + fbCreateInfo.layers = 1; + target->mContent.framebuffer = VulkanFramebuffer::create(dev, &fbCreateInfo); + target->mBeginInfo.renderPass = target->mContent.pass->get(); + beginInfo->renderPass = target->mContent.pass->get(); + beginInfo->renderArea.offset.x = 0; + beginInfo->renderArea.offset.y = 0; + beginInfo->renderArea.extent.width = width; + beginInfo->renderArea.extent.height = height; + auto& scissor = target->mScissor; + scissor.offset.x = 0; scissor.offset.y = 0; + scissor.extent.width = width; + scissor.extent.height = height; + auto& viewport = target->mViewPortState; + ::memset(&viewport, 0, sizeof(VkPipelineViewportStateCreateInfo)); + viewport.sType = VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_STATE_CREATE_INFO; + viewport.scissorCount = 1; + viewport.pScissors = &scissor; + + auto& view = target->mViewPort; + view.x = 0; view.y = 0; view.maxDepth = 1.0f; view.minDepth = 0.0f; + view.width = width; view.height = height; + viewport.viewportCount = 1; + viewport.pViewports = &view; + + return target; +} + +void VulkanTarget::writePipelineInfo(VkGraphicsPipelineCreateInfo& info) const { + auto pColor = (VkPipelineColorBlendStateCreateInfo*)info.pColorBlendState; + auto pDepth = (VkPipelineColorBlendAttachmentState*)info.pDepthStencilState; + pColor->attachmentCount = mContent.colors.size(); + + info.renderPass = pass(); + info.pViewportState = &mViewPortState; + + info.pMultisampleState = &mMultisampleInfo; +} +}; diff --git a/source/backend/vulkan/component/VulkanTarget.hpp b/source/backend/vulkan/component/VulkanTarget.hpp new file mode 100644 index 000000000..7531779da --- /dev/null +++ b/source/backend/vulkan/component/VulkanTarget.hpp @@ -0,0 +1,49 @@ +#ifndef VulkanTarget_hpp +#define VulkanTarget_hpp +#include "VulkanImage.hpp" +#include "VulkanMemoryPool.hpp" +#include "VulkanRenderPass.hpp" +#include "VulkanFence.hpp" +#include "VulkanCommandPool.hpp" +#include "VulkanSemaphore.hpp" +#include "VulkanFramebuffer.hpp" +namespace MNN { +class VulkanTarget : public RefCount { +public: + virtual ~ VulkanTarget(); + + void onEnter(VkCommandBuffer buffer); + void onExit(VkCommandBuffer buffer); + + // For Default Target + static VulkanTarget* create(std::vector> colors, SharedPtr depth); + + void writePipelineInfo(VkGraphicsPipelineCreateInfo& info) const; + struct Content { + std::vector> colors; + SharedPtr depth; + SharedPtr pass; + SharedPtr framebuffer; + }; + VkRenderPass pass() const; + VkExtent2D displaySize() const; + const Content& content() const { + return mContent; + } +private: + VulkanTarget(); + std::vector mAttachments; + std::vector mClearValue; + VkRenderPassBeginInfo mBeginInfo; + Content mContent; + VkPipelineViewportStateCreateInfo mViewPortState; + VkViewport mViewPort; + VkRect2D mScissor; + // TODO: Support multi sample + VkSampleMask mSampleMask = ~0u; + VkPipelineMultisampleStateCreateInfo mMultisampleInfo; + VkFramebufferCreateInfo mFbCreateInfo; +}; +}; + +#endif diff --git a/source/backend/vulkan/image/backend/VulkanBackend.cpp b/source/backend/vulkan/image/backend/VulkanBackend.cpp index a033f4e3c..c9acd17cc 100644 --- a/source/backend/vulkan/image/backend/VulkanBackend.cpp +++ b/source/backend/vulkan/image/backend/VulkanBackend.cpp @@ -135,17 +135,44 @@ class VulkanMemRelease : public Backend::MemObj { std::shared_ptr mTensor; }; +static VkFormat _getFormat(halide_type_t type) { + switch (type.code) { + case halide_type_float: + return VK_FORMAT_R32G32B32A32_SFLOAT; + case halide_type_int: { + if (8 == type.bits) { + return VK_FORMAT_R8G8B8A8_SINT; + } else if (type.bits == 16) { + return VK_FORMAT_R16G16B16A16_SINT; + } + return VK_FORMAT_R32G32B32A32_SINT; + } + case halide_type_uint: { + if (8 == type.bits) { + return VK_FORMAT_R8G8B8A8_UINT; + } else if (type.bits == 16) { + return VK_FORMAT_R16G16B16A16_UINT; + } + return VK_FORMAT_R32G32B32A32_UINT; + } + default: + break; + } + return VK_FORMAT_R32G32B32A32_SFLOAT; +} + Backend::MemObj* VulkanBackend::onAcquire(const Tensor* tensor, StorageType storageType) { //FUNC_PRINT_ALL(tensor, p); auto MTensor = const_cast(tensor); + auto format = _getFormat(tensor->getType()); if (Backend::STATIC == storageType) { - auto newBuffer = std::make_shared(MTensor, getMemoryPool(), device().proty().limits); + auto newBuffer = std::make_shared(MTensor, format, getMemoryPool(), device().proty().limits); MTensor->buffer().device = (uint64_t)(newBuffer.get()); return new VulkanMemRelease(newBuffer); } bool separate = storageType == Backend::DYNAMIC_SEPERATE; - auto newBuffer = std::make_shared(MTensor, getDynamicMemoryPool(), device().proty().limits, separate); + auto newBuffer = std::make_shared(MTensor, format, getDynamicMemoryPool(), device().proty().limits, separate); MTensor->buffer().device = (uint64_t)(newBuffer.get()); mAllBuffers.insert(std::make_pair(MTensor->buffer().device, newBuffer)); return new VulkanMemRelease(newBuffer);; @@ -368,7 +395,7 @@ void VulkanBackend::onCopyBuffer(const Tensor* srcTensor, const Tensor* dstTenso ivec4 dstOffset; ivec4 dstStride; }; - std::vector> mDesSet(srcVkTensor->imageSize()); + std::vector> mDesSet(srcVkTensor->imageSize()); auto needSize = sizeof(Param); if (needSize < proty().limits.nonCoherentAtomSize) { needSize = proty().limits.nonCoherentAtomSize; @@ -455,7 +482,7 @@ void VulkanBackend::copyBufferToImage(const VulkanBuffer* buffer, const VulkanIm break; } - std::unique_ptr sets(transformPipeline->createSet()); + std::unique_ptr sets(transformPipeline->createSet()); auto constBuffer = std::make_shared(getMemoryPool(), false, dimVector.size() * sizeof(int), dimVector.data(), VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT); sets->writeImage(image->view(), mRuntime->mSampler->get(), VK_IMAGE_LAYOUT_GENERAL, 0); diff --git a/source/backend/vulkan/image/backend/VulkanTensor.cpp b/source/backend/vulkan/image/backend/VulkanTensor.cpp index ad930e269..ea3b0a1b2 100644 --- a/source/backend/vulkan/image/backend/VulkanTensor.cpp +++ b/source/backend/vulkan/image/backend/VulkanTensor.cpp @@ -66,7 +66,7 @@ int VulkanTensor::getAlignSize(const Tensor* tensor) { } -VulkanTensor::VulkanTensor(const Tensor* shape, const VulkanMemoryPool& pool, const VkPhysicalDeviceLimits& limits, bool separate) { +VulkanTensor::VulkanTensor(const Tensor* shape, VkFormat format, const VulkanMemoryPool& pool, const VkPhysicalDeviceLimits& limits, bool separate) { auto nhwc = tensorShapeFormat(shape); auto width = UP_DIV(nhwc[3], 4) * nhwc[2]; auto height = nhwc[0] * nhwc[1]; @@ -83,7 +83,7 @@ VulkanTensor::VulkanTensor(const Tensor* shape, const VulkanMemoryPool& pool, co auto xSta = x * unit; auto xFin = std::min(width, xSta + unit); auto wReal = xFin - xSta; - mImage[y*mBlocks[0] + x] = std::make_shared(pool, separate, std::vector{wReal, hReal}, shape->getType()); + mImage[y*mBlocks[0] + x] = std::make_shared(pool, separate, std::vector{wReal, hReal}, format); } } } diff --git a/source/backend/vulkan/image/backend/VulkanTensor.hpp b/source/backend/vulkan/image/backend/VulkanTensor.hpp index b311eff14..17613049b 100644 --- a/source/backend/vulkan/image/backend/VulkanTensor.hpp +++ b/source/backend/vulkan/image/backend/VulkanTensor.hpp @@ -18,7 +18,7 @@ class VulkanTensor : public NonCopyable { public: ~VulkanTensor() { } - VulkanTensor(const Tensor* shape, const VulkanMemoryPool& pool, const VkPhysicalDeviceLimits& limits, bool separate = false); + VulkanTensor(const Tensor* shape, VkFormat format, const VulkanMemoryPool& pool, const VkPhysicalDeviceLimits& limits, bool separate = false); void release(); size_t imageSize() const { diff --git a/source/backend/vulkan/image/compiler/AllShader.cpp b/source/backend/vulkan/image/compiler/AllShader.cpp index 0258033bf..559166efc 100644 --- a/source/backend/vulkan/image/compiler/AllShader.cpp +++ b/source/backend/vulkan/image/compiler/AllShader.cpp @@ -12631,6 +12631,220 @@ const unsigned char glsl_resizeNearest_comp[] = { }; unsigned int glsl_resizeNearest_comp_len = 2460; +const unsigned char glsl_resizeNearest_NEAREST_ROUND_comp[] = { + 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, + 0x9f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, 0x38, 0x00, 0x00, 0x00, + 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x4c, 0x53, 0x4c, + 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30, 0x00, 0x00, 0x00, 0x00, + 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 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0x00, 0x00, 0x41, 0x00, 0x06, 0x00, + 0x3a, 0x00, 0x00, 0x00, 0x53, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, + 0x39, 0x00, 0x00, 0x00, 0x52, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, + 0x12, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00, 0x53, 0x00, 0x00, 0x00, + 0x41, 0x00, 0x06, 0x00, 0x3a, 0x00, 0x00, 0x00, 0x57, 0x00, 0x00, 0x00, + 0x16, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00, 0x56, 0x00, 0x00, 0x00, + 0x3d, 0x00, 0x04, 0x00, 0x12, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, + 0x57, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x12, 0x00, 0x00, 0x00, + 0x59, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, + 0x51, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, + 0x81, 0x00, 0x05, 0x00, 0x12, 0x00, 0x00, 0x00, 0x5b, 0x00, 0x00, 0x00, + 0x59, 0x00, 0x00, 0x00, 0x42, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00, + 0x12, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, + 0x08, 0x00, 0x00, 0x00, 0x5b, 0x00, 0x00, 0x00, 0x6e, 0x00, 0x04, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x5f, 0x00, 0x00, 0x00, 0x5e, 0x00, 0x00, 0x00, + 0x51, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x63, 0x00, 0x00, 0x00, + 0x1a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x82, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x63, 0x00, 0x00, 0x00, + 0x1d, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x65, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00, + 0x5f, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, + 0x51, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00, + 0x0f, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x51, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, + 0x02, 0x00, 0x00, 0x00, 0x8b, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x6b, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00, + 0x87, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, + 0x68, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, + 0x75, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x77, 0x00, 0x00, 0x00, + 0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x7d, 0x00, 0x00, 0x00, + 0x6b, 0x00, 0x00, 0x00, 0x4b, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x7e, 0x00, 0x00, 0x00, 0x4d, 0x00, 0x00, 0x00, + 0x7d, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x83, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, 0x63, 0x00, 0x00, 0x00, + 0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, + 0x65, 0x00, 0x00, 0x00, 0x83, 0x00, 0x00, 0x00, 0x50, 0x00, 0x05, 0x00, + 0x85, 0x00, 0x00, 0x00, 0x86, 0x00, 0x00, 0x00, 0x7e, 0x00, 0x00, 0x00, + 0x84, 0x00, 0x00, 0x00, 0x64, 0x00, 0x04, 0x00, 0x74, 0x00, 0x00, 0x00, + 0x87, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00, 0x5f, 0x00, 0x07, 0x00, + 0x13, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x87, 0x00, 0x00, 0x00, + 0x86, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, + 0x3d, 0x00, 0x04, 0x00, 0x89, 0x00, 0x00, 0x00, 0x8c, 0x00, 0x00, 0x00, + 0x8b, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x92, 0x00, 0x00, 0x00, 0x6b, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, + 0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x93, 0x00, 0x00, 0x00, + 0x25, 0x00, 0x00, 0x00, 0x92, 0x00, 0x00, 0x00, 0x51, 0x00, 0x05, 0x00, + 0x06, 0x00, 0x00, 0x00, 0x98, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, + 0x01, 0x00, 0x00, 0x00, 0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, + 0x99, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, 0x98, 0x00, 0x00, 0x00, + 0x80, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x9a, 0x00, 0x00, 0x00, + 0x50, 0x00, 0x00, 0x00, 0x99, 0x00, 0x00, 0x00, 0x50, 0x00, 0x05, 0x00, + 0x85, 0x00, 0x00, 0x00, 0x9b, 0x00, 0x00, 0x00, 0x93, 0x00, 0x00, 0x00, + 0x9a, 0x00, 0x00, 0x00, 0x63, 0x00, 0x04, 0x00, 0x8c, 0x00, 0x00, 0x00, + 0x9b, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0xf9, 0x00, 0x02, 0x00, + 0x33, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x33, 0x00, 0x00, 0x00, + 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00 +}; +unsigned int glsl_resizeNearest_NEAREST_ROUND_comp_len = 2516; + const unsigned char glsl_reduce_comp[] = { 0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0b, 0x00, 0x08, 0x00, 0x7b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00, diff --git a/source/backend/vulkan/image/compiler/VulkanCodeGen.py b/source/backend/vulkan/image/compiler/VulkanCodeGen.py index 8ecb29924..42c84b02d 100755 --- a/source/backend/vulkan/image/compiler/VulkanCodeGen.py +++ b/source/backend/vulkan/image/compiler/VulkanCodeGen.py @@ -45,7 +45,7 @@ def genHeader(self): '\n\n\tprivate:\n' + \ '\t\tstd::shared_ptr mParamBuffer;\n' + \ '\t\tconst VulkanPipeline* mxxxxxPipeline;\n' + \ - '\t\tstd::shared_ptr mDescriptorSet;\n' + \ + '\t\tstd::shared_ptr mDescriptorSet;\n' + \ '\t};\n}\n#endif' return res.replace('xxxxx', self.cpp_class) diff --git a/source/backend/vulkan/image/compiler/VulkanShaderMap.cpp b/source/backend/vulkan/image/compiler/VulkanShaderMap.cpp index 9545845af..26e804ec4 100644 --- a/source/backend/vulkan/image/compiler/VulkanShaderMap.cpp +++ b/source/backend/vulkan/image/compiler/VulkanShaderMap.cpp @@ -69,6 +69,7 @@ mMaps.insert(std::make_pair("glsl_fill_image_comp", std::make_pair(glsl_fill_ima mMaps.insert(std::make_pair("glsl_imageTonchw_comp", std::make_pair(glsl_imageTonchw_comp,glsl_imageTonchw_comp_len))); mMaps.insert(std::make_pair("glsl_softmaxHeight_NHWC_comp", std::make_pair(glsl_softmaxHeight_NHWC_comp,glsl_softmaxHeight_NHWC_comp_len))); mMaps.insert(std::make_pair("glsl_resizeNearest_comp", std::make_pair(glsl_resizeNearest_comp,glsl_resizeNearest_comp_len))); +mMaps.insert(std::make_pair("glsl_resizeNearest_NEAREST_ROUND_comp", std::make_pair(glsl_resizeNearest_NEAREST_ROUND_comp,glsl_resizeNearest_NEAREST_ROUND_comp_len))); mMaps.insert(std::make_pair("glsl_reduce_comp", std::make_pair(glsl_reduce_comp,glsl_reduce_comp_len))); mMaps.insert(std::make_pair("glsl_reduce_VMAX_comp", std::make_pair(glsl_reduce_VMAX_comp,glsl_reduce_VMAX_comp_len))); mMaps.insert(std::make_pair("glsl_reduce_VMIN_comp", std::make_pair(glsl_reduce_VMIN_comp,glsl_reduce_VMIN_comp_len))); diff --git a/source/backend/vulkan/image/execution/VulkanBinary.cpp b/source/backend/vulkan/image/execution/VulkanBinary.cpp index b3f9ebadc..55b89b1ac 100644 --- a/source/backend/vulkan/image/execution/VulkanBinary.cpp +++ b/source/backend/vulkan/image/execution/VulkanBinary.cpp @@ -140,7 +140,7 @@ ErrorCode VulkanBinary::onEncode(const std::vector& inputs, const std:: binaryOpParam->posLimit[1] = 0; } constBuffer->unmap(); - std::shared_ptr desSet = mDescriptorSet[tensorIndex * imageSize + index]; + std::shared_ptr desSet = mDescriptorSet[tensorIndex * imageSize + index]; auto sampler = vkBn->getCommonSampler(true); desSet->writeImage(output->view(), sampler->get(), VK_IMAGE_LAYOUT_GENERAL, 0); diff --git a/source/backend/vulkan/image/execution/VulkanBinary.hpp b/source/backend/vulkan/image/execution/VulkanBinary.hpp index 37bc5b156..15069933a 100644 --- a/source/backend/vulkan/image/execution/VulkanBinary.hpp +++ b/source/backend/vulkan/image/execution/VulkanBinary.hpp @@ -24,7 +24,7 @@ class VulkanBinary : public VulkanBasicExecution { private: std::vector> mConstBuffer; const VulkanPipeline* mBinaryPipeline; - std::vector> mDescriptorSet; + std::vector> mDescriptorSet; int mActivationType = 0; }; } // namespace MNN diff --git a/source/backend/vulkan/image/execution/VulkanConvolution.cpp b/source/backend/vulkan/image/execution/VulkanConvolution.cpp index 6f3857895..2730b504b 100644 --- a/source/backend/vulkan/image/execution/VulkanConvolution.cpp +++ b/source/backend/vulkan/image/execution/VulkanConvolution.cpp @@ -180,7 +180,7 @@ ErrorCode VulkanConvolutionDepthwise::onEncodeConvolution(const Convolution2DCom VK_DESCRIPTOR_TYPE_COMBINED_IMAGE_SAMPLER, VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER }); - std::shared_ptr des(pipeline->createSet()); + std::shared_ptr des(pipeline->createSet()); des->writeImage(weight->view(), extra->getCommonSampler()->get(), VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL, 1); des->writeImage(mKernel->view(), extra->getCommonSampler()->get(), VK_IMAGE_LAYOUT_GENERAL, 0); weight->barrierRead(cmdBuffer->get()); diff --git a/source/backend/vulkan/image/execution/VulkanConvolution.hpp b/source/backend/vulkan/image/execution/VulkanConvolution.hpp index 591df8aab..162d94918 100644 --- a/source/backend/vulkan/image/execution/VulkanConvolution.hpp +++ b/source/backend/vulkan/image/execution/VulkanConvolution.hpp @@ -64,7 +64,7 @@ class VulkanConvolutionCommon : public VulkanBasicExecution { private: const VulkanBackend* mBackend; const VulkanPipeline* mPipeline; - std::shared_ptr mSets; + std::shared_ptr mSets; std::shared_ptr mConstBuffer; }; static int gImage2ColLocal; @@ -94,10 +94,10 @@ class VulkanConvolutionDepthwise : public VulkanConvolutionCommon { const VulkanPipeline* mConvPipeline; - std::shared_ptr mConvSet; + std::shared_ptr mConvSet; const VulkanSampler* mSampler; std::shared_ptr mBias; - std::vector> mExtraSets; + std::vector> mExtraSets; std::vector> mExtraBuffers; int mLocalX = 0; diff --git a/source/backend/vulkan/image/execution/VulkanConvolutionImpl.cpp b/source/backend/vulkan/image/execution/VulkanConvolutionImpl.cpp index e21ede844..f5b3f0b29 100644 --- a/source/backend/vulkan/image/execution/VulkanConvolutionImpl.cpp +++ b/source/backend/vulkan/image/execution/VulkanConvolutionImpl.cpp @@ -196,8 +196,8 @@ class VulkanConvolutionIm2Col : public VulkanBasicExecution { std::shared_ptr mBias; std::shared_ptr mKernel; const Convolution2DCommon* mConvCommonOption; - std::vector> mCol2ImSet; - std::vector> mIm2ColSet; + std::vector> mCol2ImSet; + std::vector> mIm2ColSet; std::vector> mConvParams; std::vector> mMultilers; std::function()> mMultiCreator; diff --git a/source/backend/vulkan/image/execution/VulkanConvolutionWinograd.hpp b/source/backend/vulkan/image/execution/VulkanConvolutionWinograd.hpp index d6fb6c93f..a658d8602 100644 --- a/source/backend/vulkan/image/execution/VulkanConvolutionWinograd.hpp +++ b/source/backend/vulkan/image/execution/VulkanConvolutionWinograd.hpp @@ -33,8 +33,8 @@ class VulkanConvolutionWinograd : public VulkanBasicExecution { const VulkanPipeline* mDestTransform = nullptr; const VulkanSampler* mSampler = nullptr; - std::vector> mSourceTransformSet; - std::vector> mDestTransformSet; + std::vector> mSourceTransformSet; + std::vector> mDestTransformSet; std::shared_ptr mWinogradConst; ivec3 mTransformLocalSize; diff --git a/source/backend/vulkan/image/execution/VulkanDeconvolution.hpp b/source/backend/vulkan/image/execution/VulkanDeconvolution.hpp index c13fd2628..e133193b7 100644 --- a/source/backend/vulkan/image/execution/VulkanDeconvolution.hpp +++ b/source/backend/vulkan/image/execution/VulkanDeconvolution.hpp @@ -34,10 +34,10 @@ class VulkanDeconvolution : public VulkanBasicExecution { std::shared_ptr mMidBuffer; const VulkanPipeline* mIm2Col; - std::shared_ptr mIm2ColSet; + std::shared_ptr mIm2ColSet; const VulkanPipeline* mCol2Im; - std::shared_ptr mCol2ImSet; + std::shared_ptr mCol2ImSet; const VulkanSampler* mSampler; const Convolution2DCommon* mConvCommonOption; diff --git a/source/backend/vulkan/image/execution/VulkanDeconvolutionDepthwise.hpp b/source/backend/vulkan/image/execution/VulkanDeconvolutionDepthwise.hpp index 43fe5bf83..690031968 100644 --- a/source/backend/vulkan/image/execution/VulkanDeconvolutionDepthwise.hpp +++ b/source/backend/vulkan/image/execution/VulkanDeconvolutionDepthwise.hpp @@ -26,7 +26,7 @@ class VulkanDeconvolutionDepthwise : public VulkanBasicExecution { std::shared_ptr mKernel; const VulkanPipeline* mPipeline; - std::shared_ptr mPipelineSet; + std::shared_ptr mPipelineSet; const VulkanSampler* mSampler; diff --git a/source/backend/vulkan/image/execution/VulkanGridSample.hpp b/source/backend/vulkan/image/execution/VulkanGridSample.hpp index 1c9c16dfe..89431e24a 100644 --- a/source/backend/vulkan/image/execution/VulkanGridSample.hpp +++ b/source/backend/vulkan/image/execution/VulkanGridSample.hpp @@ -24,7 +24,7 @@ class VulkanGridSample : public VulkanBasicExecution { bool mAlignCorners; std::shared_ptr mGridSampleParam; const VulkanPipeline* mGridSamplePipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN diff --git a/source/backend/vulkan/image/execution/VulkanImageConverter.hpp b/source/backend/vulkan/image/execution/VulkanImageConverter.hpp index de1a1aebb..272f0c1e3 100644 --- a/source/backend/vulkan/image/execution/VulkanImageConverter.hpp +++ b/source/backend/vulkan/image/execution/VulkanImageConverter.hpp @@ -41,7 +41,7 @@ class VulkanImageConverter : public NonCopyable { void _setUpPipeline(MNN_DATA_FORMAT source, MNN_DATA_FORMAT dest, TYPE type, halide_type_t dataType); const VulkanBackend* mBackend; - std::vector> mSet; + std::vector> mSet; std::vector> mOffset; std::shared_ptr mConst; const VulkanPipeline* mPipeline = nullptr; diff --git a/source/backend/vulkan/image/execution/VulkanMatMul.cpp b/source/backend/vulkan/image/execution/VulkanMatMul.cpp index d5646e851..4796431e9 100644 --- a/source/backend/vulkan/image/execution/VulkanMatMul.cpp +++ b/source/backend/vulkan/image/execution/VulkanMatMul.cpp @@ -210,7 +210,7 @@ bool VulkanMatMul::encode(const std::vector &inputs, const std::vector mWeightPipline = vkBn->getPipeline("glsl_matmul_input_comp", types); } mKernelImage.reset(new VulkanImage(vkBn->getDynamicMemoryPool(), false, {ALIGN_UP4(l), UP_DIV(h, 4)})); - std::shared_ptr des(mWeightPipline->createSet()); + std::shared_ptr des(mWeightPipline->createSet()); OffsetBuffer buffer; buffer.size[0] = UP_DIV(l, 4); buffer.size[1] = UP_DIV(h, 4); @@ -268,7 +268,7 @@ bool VulkanMatMul::encode(const std::vector &inputs, const std::vector mInputPipline = vkBn->getPipeline("glsl_matmul_input_TRANSPOSE_comp", types); } mInputImage.reset(new VulkanImage(vkBn->getDynamicMemoryPool(), false, {ALIGN_UP4(l), UP_DIV(e, 4)})); - std::shared_ptr des(mInputPipline->createSet()); + std::shared_ptr des(mInputPipline->createSet()); OffsetBuffer buffer; buffer.size[0] = UP_DIV(l, 4); buffer.size[1] = UP_DIV(e, 4); @@ -330,7 +330,7 @@ bool VulkanMatMul::encode(const std::vector &inputs, const std::vector auto offsete = comp.computePos(info.cStride[0]); auto offseth = comp.computePos(info.cStride[2]); - std::shared_ptr des(mOutputPipeline->createSet()); + std::shared_ptr des(mOutputPipeline->createSet()); OffsetBuffer buffer; buffer.size[0] = UP_DIV(h, 4); buffer.size[1] = UP_DIV(e, 4); diff --git a/source/backend/vulkan/image/execution/VulkanMatMul.hpp b/source/backend/vulkan/image/execution/VulkanMatMul.hpp index 49ec4f3f6..df63cd153 100644 --- a/source/backend/vulkan/image/execution/VulkanMatMul.hpp +++ b/source/backend/vulkan/image/execution/VulkanMatMul.hpp @@ -30,8 +30,8 @@ class VulkanMatMul : public VulkanBasicExecution { private: const VulkanPipeline* mFirst; const VulkanPipeline* mSecond; - std::shared_ptr mBufferBufferSet; - std::shared_ptr mImageBufferSet; + std::shared_ptr mBufferBufferSet; + std::shared_ptr mImageBufferSet; const VulkanBackend* mBackend; std::shared_ptr mUnitBuffer; }; @@ -63,7 +63,7 @@ class VulkanMatMul : public VulkanBasicExecution { std::shared_ptr mCore; bool mTransposeA; bool mTransposeB; - std::vector> mSets; + std::vector> mSets; std::shared_ptr mKernelImage; std::shared_ptr mInputImage; std::shared_ptr mOutputImage; diff --git a/source/backend/vulkan/image/execution/VulkanMatrixMultier4x4.hpp b/source/backend/vulkan/image/execution/VulkanMatrixMultier4x4.hpp index 73c877666..d139f0dee 100644 --- a/source/backend/vulkan/image/execution/VulkanMatrixMultier4x4.hpp +++ b/source/backend/vulkan/image/execution/VulkanMatrixMultier4x4.hpp @@ -30,7 +30,7 @@ class VulkanMatrixMultier4x4 : public NonCopyable { private: const VulkanPipeline* mPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; VulkanBackend* mBackend; std::shared_ptr mKernel; diff --git a/source/backend/vulkan/image/execution/VulkanPool.hpp b/source/backend/vulkan/image/execution/VulkanPool.hpp index c378bd31e..215f5e15b 100644 --- a/source/backend/vulkan/image/execution/VulkanPool.hpp +++ b/source/backend/vulkan/image/execution/VulkanPool.hpp @@ -23,7 +23,7 @@ class VulkanPool : public VulkanBasicExecution { std::shared_ptr mConstBuffer; const VulkanPipeline* mPoolPipeline; const Pool* mCommon; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN #endif /* VulkanPool_hpp */ diff --git a/source/backend/vulkan/image/execution/VulkanROIPooling.hpp b/source/backend/vulkan/image/execution/VulkanROIPooling.hpp index e5d1fff5e..198f5c73f 100644 --- a/source/backend/vulkan/image/execution/VulkanROIPooling.hpp +++ b/source/backend/vulkan/image/execution/VulkanROIPooling.hpp @@ -22,7 +22,7 @@ class VulkanROIPooling : public VulkanBasicExecution { float mSpatialScale; std::shared_ptr mParamBuffer; const VulkanPipeline* mVulkanROIPoolingPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; const VulkanSampler* mSampler; }; } // namespace MNN diff --git a/source/backend/vulkan/image/execution/VulkanRaster.cpp b/source/backend/vulkan/image/execution/VulkanRaster.cpp index 9822e7f75..d4d6e016b 100644 --- a/source/backend/vulkan/image/execution/VulkanRaster.cpp +++ b/source/backend/vulkan/image/execution/VulkanRaster.cpp @@ -58,7 +58,7 @@ void VulkanRaster::onEncodeFast(const Tensor* input, const Tensor* output, const uniformInfo.imageSize[3] = image->width() * image->height(); std::shared_ptr uniform(new VulkanBuffer(vkBn->getMemoryPool(), false, sizeof(FillImage), &uniformInfo, VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT)); mExtraUniform.emplace_back(uniform); - std::shared_ptr des(fillPipeline->createSet()); + std::shared_ptr des(fillPipeline->createSet()); des->writeImage(image->view(), vkBn->getCommonSampler()->get(), VK_IMAGE_LAYOUT_GENERAL, 0); des->writeBuffer(uniform->buffer(), 1, uniform->size()); auto totalSize = UP_DIV(uniformInfo.imageSize[3], 256); diff --git a/source/backend/vulkan/image/execution/VulkanRaster.hpp b/source/backend/vulkan/image/execution/VulkanRaster.hpp index 50e82bef6..660587e9d 100644 --- a/source/backend/vulkan/image/execution/VulkanRaster.hpp +++ b/source/backend/vulkan/image/execution/VulkanRaster.hpp @@ -25,7 +25,7 @@ class VulkanRaster : public VulkanBasicExecution { ConvertInfo mOutputBuffer; struct BlitInfo { const VulkanPipeline* pipeline = nullptr; - std::shared_ptr describe; + std::shared_ptr describe; std::shared_ptr uniform; VkBuffer srcBuffer; int srcBufferSize; @@ -34,7 +34,7 @@ class VulkanRaster : public VulkanBasicExecution { ivec3 workGroup; }; struct BlitImageInfo { - std::shared_ptr describe; + std::shared_ptr describe; std::shared_ptr uniform; }; std::vector mBlits; @@ -45,7 +45,7 @@ class VulkanRaster : public VulkanBasicExecution { int dstBufferSize; }; FillInfo mZero; - std::vector> mExtraDescribes; + std::vector> mExtraDescribes; std::vector> mExtraUniform; }; }; diff --git a/source/backend/vulkan/image/execution/VulkanReduce.hpp b/source/backend/vulkan/image/execution/VulkanReduce.hpp index 3217f1d11..997265b64 100644 --- a/source/backend/vulkan/image/execution/VulkanReduce.hpp +++ b/source/backend/vulkan/image/execution/VulkanReduce.hpp @@ -22,7 +22,7 @@ class VulkanReduce : public VulkanBasicExecution { const VulkanCommandPool::Buffer* cmdBuffer); private: - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; std::shared_ptr mConstBuffer; const VulkanPipeline* mPipeline; const Op* mOp; diff --git a/source/backend/vulkan/image/execution/VulkanRelu.cpp b/source/backend/vulkan/image/execution/VulkanRelu.cpp index 0049a6bac..bd9d16c55 100644 --- a/source/backend/vulkan/image/execution/VulkanRelu.cpp +++ b/source/backend/vulkan/image/execution/VulkanRelu.cpp @@ -19,8 +19,6 @@ struct GpuReluParam { //--------------------------relu--------------------------// VulkanRelu::VulkanRelu(Backend *bn, const Op* op) : VulkanBasicExecution(bn) { auto vulkanBn = static_cast(bn); - mGpuReluParam.reset(new VulkanBuffer(vulkanBn->getMemoryPool(), false, sizeof(GpuReluParam), nullptr, - VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT)); if (op->type() == OpType_ReLU6) { float minv = 0.0f; float maxv = 6.0f; @@ -62,26 +60,32 @@ ErrorCode VulkanRelu::onEncode(const std::vector &inputs, const std::v auto inputTensor = reinterpret_cast(input->deviceId()); auto outputTensor = reinterpret_cast(output->deviceId()); - auto reluParam = reinterpret_cast(mGpuReluParam->map()); - ::memset(reluParam, 0, sizeof(GpuReluParam)); - reluParam->imgSize[0] = inputTensor->image()->width(); - reluParam->imgSize[1] = inputTensor->image()->height(); - reluParam->imgSize[2] = inputTensor->image()->depth(); - reluParam->imgSize[3] = 0; - for (int i=0; i<4; ++i) { - reluParam->slope[i] = mSlope[i]; + auto vkOutput = reinterpret_cast(output->deviceId()); + auto vkInput = reinterpret_cast(input->deviceId()); + mDescriptorSet.resize(vkOutput->imageSize()); + mGpuReluParam.resize(vkOutput->imageSize()); + for (int i=0; iimageSize(); ++i) { + mGpuReluParam[i].reset(new VulkanBuffer(vkBn->getMemoryPool(), false, sizeof(GpuReluParam), nullptr, + VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT)); + auto reluParam = reinterpret_cast(mGpuReluParam[i]->map()); + ::memset(reluParam, 0, sizeof(GpuReluParam)); + reluParam->imgSize[0] = inputTensor->image(i)->width(); + reluParam->imgSize[1] = inputTensor->image(i)->height(); + reluParam->imgSize[2] = inputTensor->image(i)->depth(); + reluParam->imgSize[3] = 0; + for (int v=0; v<4; ++v) { + reluParam->slope[v] = mSlope[v]; + } + mGpuReluParam[i]->unmap(); + mDescriptorSet[i].reset(mReluPipeline->createSet()); + mDescriptorSet[i]->writeImage(outputTensor->image(i)->view(), vkBn->getCommonSampler()->get(), + VK_IMAGE_LAYOUT_GENERAL, 0); + mDescriptorSet[i]->writeImage(inputTensor->image(i)->view(), vkBn->getCommonSampler()->get(), + VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL, 1); + mDescriptorSet[i]->writeBuffer(mGpuReluParam[i]->buffer(), 2, mGpuReluParam[i]->size()); + mReluPipeline->bind(cmdBuffer->get(), mDescriptorSet[i]->get()); + vkCmdDispatch(cmdBuffer->get(), UP_DIV(inputTensor->image(i)->width(), 16), UP_DIV(inputTensor->image(i)->height(), 16), 1); } - mGpuReluParam->unmap(); - mDescriptorSet.reset(mReluPipeline->createSet()); - mDescriptorSet->writeImage(outputTensor->image()->view(), vkBn->getCommonSampler()->get(), - VK_IMAGE_LAYOUT_GENERAL, 0); - mDescriptorSet->writeImage(inputTensor->image()->view(), vkBn->getCommonSampler()->get(), - VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL, 1); - mDescriptorSet->writeBuffer(mGpuReluParam->buffer(), 2, mGpuReluParam->size()); - mReluPipeline->bind(cmdBuffer->get(), mDescriptorSet->get()); - outputTensor->image()->barrierWrite(cmdBuffer->get()); - inputTensor->image()->barrierRead(cmdBuffer->get()); - vkCmdDispatch(cmdBuffer->get(), UP_DIV(inputTensor->image()->width(), 16), UP_DIV(inputTensor->image()->height(), 16), 1); return NO_ERROR; } //--------------------------Prelu--------------------------// diff --git a/source/backend/vulkan/image/execution/VulkanRelu.hpp b/source/backend/vulkan/image/execution/VulkanRelu.hpp index bcab526c2..e52f037ed 100644 --- a/source/backend/vulkan/image/execution/VulkanRelu.hpp +++ b/source/backend/vulkan/image/execution/VulkanRelu.hpp @@ -24,9 +24,9 @@ class VulkanRelu : public VulkanBasicExecution { private: float mSlope[4]; - std::shared_ptr mGpuReluParam; + std::vector> mGpuReluParam; const VulkanPipeline* mReluPipeline; - std::shared_ptr mDescriptorSet; + std::vector> mDescriptorSet; }; class VulkanPrelu : public VulkanBasicExecution { @@ -40,7 +40,7 @@ class VulkanPrelu : public VulkanBasicExecution { std::shared_ptr mGpuPreluParam; std::shared_ptr mSlope; const VulkanPipeline* mPreluPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN diff --git a/source/backend/vulkan/image/execution/VulkanResize.cpp b/source/backend/vulkan/image/execution/VulkanResize.cpp index 55d8ae0c0..5bcf9ffac 100644 --- a/source/backend/vulkan/image/execution/VulkanResize.cpp +++ b/source/backend/vulkan/image/execution/VulkanResize.cpp @@ -31,9 +31,8 @@ VulkanResize::VulkanResize(Backend* bn, float xScale, float yScale, int resizeTy mVulkanResizePipeline = extra->getPipeline( "glsl_resizeBilinear_comp", VulkanResizeTypes); } else { - MNN_ERROR("Vulkan don't Support %d resize Type, use Bilinear instead\n", resizeType); mVulkanResizePipeline = extra->getPipeline( - "glsl_resizeBilinear_comp", VulkanResizeTypes); + "glsl_resizeNearest_NEAREST_ROUND_comp", VulkanResizeTypes); } mParamBuffer.reset( new VulkanBuffer(extra->getMemoryPool(), false, sizeof(GpuParam), nullptr, VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT)); diff --git a/source/backend/vulkan/image/execution/VulkanResize.hpp b/source/backend/vulkan/image/execution/VulkanResize.hpp index a960e1e2f..8c42e0f51 100644 --- a/source/backend/vulkan/image/execution/VulkanResize.hpp +++ b/source/backend/vulkan/image/execution/VulkanResize.hpp @@ -23,7 +23,7 @@ class VulkanResize : public VulkanBasicExecution { float mYScale; std::shared_ptr mParamBuffer; const VulkanPipeline* mVulkanResizePipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; }; } // namespace MNN #endif diff --git a/source/backend/vulkan/image/execution/VulkanScale.hpp b/source/backend/vulkan/image/execution/VulkanScale.hpp index 695914110..5ef87a01c 100644 --- a/source/backend/vulkan/image/execution/VulkanScale.hpp +++ b/source/backend/vulkan/image/execution/VulkanScale.hpp @@ -23,7 +23,7 @@ class VulkanScale : public VulkanBasicExecution { private: std::shared_ptr mScaleParam; const VulkanPipeline* mScalePipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; std::shared_ptr mScaleBuffer; std::shared_ptr mBiasBuffer; const VulkanSampler* mSampler; diff --git a/source/backend/vulkan/image/execution/VulkanSoftmax.hpp b/source/backend/vulkan/image/execution/VulkanSoftmax.hpp index b4e8a0ccb..c92e17b1b 100644 --- a/source/backend/vulkan/image/execution/VulkanSoftmax.hpp +++ b/source/backend/vulkan/image/execution/VulkanSoftmax.hpp @@ -24,7 +24,7 @@ class VulkanSoftmax : public VulkanBasicExecution { private: std::shared_ptr mConstBuffer; const VulkanPipeline* mSoftmaxPipeline; - std::shared_ptr mDescriptorSet; + std::shared_ptr mDescriptorSet; int mAxis; struct ConvertInfo { const VulkanPipeline* pipeline; diff --git a/source/backend/vulkan/image/execution/VulkanUnary.cpp b/source/backend/vulkan/image/execution/VulkanUnary.cpp index 509ce0dd3..574ccfcc2 100644 --- a/source/backend/vulkan/image/execution/VulkanUnary.cpp +++ b/source/backend/vulkan/image/execution/VulkanUnary.cpp @@ -96,7 +96,7 @@ bool VulkanUnary::encoderSingle(const VulkanCommandPool::Buffer* cmdBuffer, cons paramOrigin->size[3] = size[0]; // width param->unmap(); auto totalSize = size[0] * size[1] * size[2]; - std::shared_ptr des(mUnaryPipeline->createSet()); + std::shared_ptr des(mUnaryPipeline->createSet()); des->writeImage(dest->view(), vkbackend->getCommonSampler()->get(), VK_IMAGE_LAYOUT_GENERAL, 0); des->writeImage(source->view(), vkbackend->getCommonSampler()->get(), VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL, 1); des->writeBuffer(param->buffer(), 2, sizeof(Param), 0); diff --git a/source/backend/vulkan/image/execution/VulkanUnary.hpp b/source/backend/vulkan/image/execution/VulkanUnary.hpp index 91b89dd24..27c69f7c2 100644 --- a/source/backend/vulkan/image/execution/VulkanUnary.hpp +++ b/source/backend/vulkan/image/execution/VulkanUnary.hpp @@ -28,7 +28,7 @@ class VulkanUnary : public VulkanBasicExecution { private: std::vector> mParams; const VulkanPipeline* mUnaryPipeline; - std::vector> mDesSet; + std::vector> mDesSet; }; } // namespace MNN diff --git a/source/backend/vulkan/image/execution/glsl/macro.json b/source/backend/vulkan/image/execution/glsl/macro.json index 3fe525975..ff07a939e 100644 --- a/source/backend/vulkan/image/execution/glsl/macro.json +++ b/source/backend/vulkan/image/execution/glsl/macro.json @@ -101,5 +101,8 @@ ], "gridSampleBilinear.comp":[ "PAD_MODE_ZEROS" + ], + "resizeNearest.comp":[ + "NEAREST_ROUND" ] } diff --git a/source/backend/vulkan/image/execution/glsl/resizeNearest.comp b/source/backend/vulkan/image/execution/glsl/resizeNearest.comp index 77899f9c3..ae12f258f 100644 --- a/source/backend/vulkan/image/execution/glsl/resizeNearest.comp +++ b/source/backend/vulkan/image/execution/glsl/resizeNearest.comp @@ -23,10 +23,16 @@ void main() if(pos.x < outputImgSize.x && pos.y < outputImgSize.y) { float srcX = float(pos.x) * uResizeParam.scale.x + uResizeParam.scale.y; +#ifdef NEAREST_ROUND + srcX = srcX + 0.499; +#endif int x1 = int(floor(srcX)); int x11 = clamp(x1, 0, inputImgSize.x - 1); float srcY = float(pos.y) * uResizeParam.scale.z + uResizeParam.scale.w; +#ifdef NEAREST_ROUND + srcY = srcY + 0.499; +#endif int y1 = int(floor(srcY)); int y11 = clamp(y1, 0, inputImgSize.y - 1); int sz = pos.z % inputImgSize.z; diff --git a/source/backend/vulkan/image/shaders/AllShader.h b/source/backend/vulkan/image/shaders/AllShader.h index 82bce7393..ada1630e4 100644 --- a/source/backend/vulkan/image/shaders/AllShader.h +++ b/source/backend/vulkan/image/shaders/AllShader.h @@ -132,6 +132,8 @@ extern const unsigned char glsl_softmaxHeight_NHWC_comp[]; extern unsigned int glsl_softmaxHeight_NHWC_comp_len; extern const unsigned char glsl_resizeNearest_comp[]; extern unsigned int glsl_resizeNearest_comp_len; +extern const unsigned char glsl_resizeNearest_NEAREST_ROUND_comp[]; +extern unsigned int glsl_resizeNearest_NEAREST_ROUND_comp_len; extern const unsigned char glsl_reduce_comp[]; extern unsigned int glsl_reduce_comp_len; extern const unsigned char glsl_reduce_VMAX_comp[]; diff --git a/source/backend/vulkan/runtime/VulkanRuntime.cpp b/source/backend/vulkan/runtime/VulkanRuntime.cpp index 0ef51a6af..77bf97d8a 100644 --- a/source/backend/vulkan/runtime/VulkanRuntime.cpp +++ b/source/backend/vulkan/runtime/VulkanRuntime.cpp @@ -18,7 +18,7 @@ class VulkanBufferAllocator : public BufferAllocator::Allocator { // Do nothing } virtual MemChunk onAlloc(size_t size, size_t align) override { - VulkanBuffer* newBuffer = new VulkanBuffer(mPool, false, size, nullptr, VK_BUFFER_USAGE_STORAGE_BUFFER_BIT); + VulkanBuffer* newBuffer = new VulkanBuffer(mPool, false, size, nullptr, VK_BUFFER_USAGE_STORAGE_BUFFER_BIT | VK_BUFFER_USAGE_TRANSFER_DST_BIT | VK_BUFFER_USAGE_TRANSFER_SRC_BIT); return MemChunk(newBuffer, 0); } virtual void onRelease(MemChunk ptr) override { diff --git a/source/backend/vulkan/runtime/vulkan_wrapper.cpp b/source/backend/vulkan/runtime/vulkan_wrapper.cpp index 20e1bba50..88e54f373 100644 --- a/source/backend/vulkan/runtime/vulkan_wrapper.cpp +++ b/source/backend/vulkan/runtime/vulkan_wrapper.cpp @@ -29,7 +29,9 @@ int InitVulkan(void) { #include #define MNN_DLSYM(lib, func_name) dlsym(lib, func_name) #endif -static const std::vector gVulkan_library_paths = { + +int InitVulkanOnce(void) { + const std::vector gVulkan_library_paths = { #ifdef WIN32 "vulkan-1.dll", #endif @@ -37,8 +39,7 @@ static const std::vector gVulkan_library_paths = { #if defined(__APPLE__) || defined(__MACOSX) "/usr/local/lib/libvulkan.dylib",// For mac install vk driver #endif -}; -int InitVulkanOnce(void) { + }; void* libvulkan = nullptr; for (const auto& s : gVulkan_library_paths) { #ifdef WIN32 @@ -51,7 +52,12 @@ int InitVulkanOnce(void) { } } if (nullptr == libvulkan) { +#ifdef WIN32 MNN_ERROR("Load vulkan library error\n"); +#else + auto message = dlerror(); + MNN_ERROR("Load vulkan library error: %s\n", message); +#endif return 0; } // Vulkan supported, set function addresses diff --git a/source/backend/vulkan/vulkan/vulkan_core.h b/source/backend/vulkan/vulkan/vulkan_core.h index d02991b23..228e4ef6e 100644 --- a/source/backend/vulkan/vulkan/vulkan_core.h +++ b/source/backend/vulkan/vulkan/vulkan_core.h @@ -1,24 +1,10 @@ #ifndef VULKAN_CORE_H_ #define VULKAN_CORE_H_ 1 -#ifdef __cplusplus -extern "C" { -#endif - /* -** Copyright (c) 2015-2018 The Khronos Group Inc. +** Copyright 2015-2022 The Khronos Group Inc. ** -** Licensed under the Apache License, Version 2.0 (the "License"); -** you may not use this file except in compliance with the License. -** You may obtain a copy of the License at -** -** http://www.apache.org/licenses/LICENSE-2.0 -** -** Unless required by applicable law or agreed to in writing, software -** distributed under the License is distributed on an "AS IS" BASIS, -** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -** See the License for the specific language governing permissions and -** limitations under the License. +** SPDX-License-Identifier: Apache-2.0 */ /* @@ -26,42 +12,91 @@ extern "C" { ** */ + +#ifdef __cplusplus +extern "C" { +#endif + + + #define VK_VERSION_1_0 1 #include "vk_platform.h" -#define VK_MAKE_VERSION(major, minor, patch) (((major) << 22) | ((minor) << 12) | (patch)) +#define VK_DEFINE_HANDLE(object) typedef struct object##_T* object; + + +#ifndef VK_USE_64_BIT_PTR_DEFINES + #if defined(__LP64__) || defined(_WIN64) || (defined(__x86_64__) && !defined(__ILP32__) ) || defined(_M_X64) || defined(__ia64) || defined (_M_IA64) || defined(__aarch64__) || defined(__powerpc64__) + #define VK_USE_64_BIT_PTR_DEFINES 1 + #else + #define VK_USE_64_BIT_PTR_DEFINES 0 + #endif +#endif + + +#ifndef VK_DEFINE_NON_DISPATCHABLE_HANDLE + #if (VK_USE_64_BIT_PTR_DEFINES==1) + #if (defined(__cplusplus) && (__cplusplus >= 201103L)) || (defined(_MSVC_LANG) && (_MSVC_LANG >= 201103L)) + #define VK_NULL_HANDLE nullptr + #else + #define VK_NULL_HANDLE ((void*)0) + #endif + #else + #define VK_NULL_HANDLE 0ULL + #endif +#endif +#ifndef VK_NULL_HANDLE + #define VK_NULL_HANDLE 0 +#endif + + +#ifndef VK_DEFINE_NON_DISPATCHABLE_HANDLE + #if (VK_USE_64_BIT_PTR_DEFINES==1) + #define VK_DEFINE_NON_DISPATCHABLE_HANDLE(object) typedef struct object##_T *object; + #else + #define VK_DEFINE_NON_DISPATCHABLE_HANDLE(object) typedef uint64_t object; + #endif +#endif -// DEPRECATED: This define has been removed. Specific version defines (e.g. VK_API_VERSION_1_0), or the VK_MAKE_VERSION -// macro, should be used instead. +// DEPRECATED: This define is deprecated. VK_MAKE_API_VERSION should be used instead. +#define VK_MAKE_VERSION(major, minor, patch) \ + ((((uint32_t)(major)) << 22) | (((uint32_t)(minor)) << 12) | ((uint32_t)(patch))) + +// DEPRECATED: This define has been removed. Specific version defines (e.g. VK_API_VERSION_1_0), or the VK_MAKE_VERSION macro, should be used instead. //#define VK_API_VERSION VK_MAKE_VERSION(1, 0, 0) // Patch version should always be set to 0 +#define VK_MAKE_API_VERSION(variant, major, minor, patch) \ + ((((uint32_t)(variant)) << 29) | (((uint32_t)(major)) << 22) | (((uint32_t)(minor)) << 12) | ((uint32_t)(patch))) + // Vulkan 1.0 version number -#define VK_API_VERSION_1_0 VK_MAKE_VERSION(1, 0, 0) // Patch version should always be set to 0 +#define VK_API_VERSION_1_0 VK_MAKE_API_VERSION(0, 1, 0, 0)// Patch version should always be set to 0 -#define VK_VERSION_MAJOR(version) ((uint32_t)(version) >> 22) -#define VK_VERSION_MINOR(version) (((uint32_t)(version) >> 12) & 0x3ff) -#define VK_VERSION_PATCH(version) ((uint32_t)(version)&0xfff) // Version of this file -#define VK_HEADER_VERSION 72 +#define VK_HEADER_VERSION 204 -#define VK_NULL_HANDLE 0 +// Complete version of this file +#define VK_HEADER_VERSION_COMPLETE VK_MAKE_API_VERSION(0, 1, 3, VK_HEADER_VERSION) -#define VK_DEFINE_HANDLE(object) typedef struct object##_T* object; +// DEPRECATED: This define is deprecated. VK_API_VERSION_MAJOR should be used instead. +#define VK_VERSION_MAJOR(version) ((uint32_t)(version) >> 22) -#if !defined(VK_DEFINE_NON_DISPATCHABLE_HANDLE) -#if defined(__LP64__) || defined(_WIN64) || (defined(__x86_64__) && !defined(__ILP32__)) || defined(_M_X64) || \ - defined(__ia64) || defined(_M_IA64) || defined(__aarch64__) || defined(__powerpc64__) -#define VK_DEFINE_NON_DISPATCHABLE_HANDLE(object) typedef struct object##_T* object; -#else -#define VK_DEFINE_NON_DISPATCHABLE_HANDLE(object) typedef uint64_t object; -#endif -#endif +// DEPRECATED: This define is deprecated. VK_API_VERSION_MINOR should be used instead. +#define VK_VERSION_MINOR(version) (((uint32_t)(version) >> 12) & 0x3FFU) -typedef uint32_t VkFlags; +// DEPRECATED: This define is deprecated. VK_API_VERSION_PATCH should be used instead. +#define VK_VERSION_PATCH(version) ((uint32_t)(version) & 0xFFFU) + +#define VK_API_VERSION_VARIANT(version) ((uint32_t)(version) >> 29) +#define VK_API_VERSION_MAJOR(version) (((uint32_t)(version) >> 22) & 0x7FU) +#define VK_API_VERSION_MINOR(version) (((uint32_t)(version) >> 12) & 0x3FFU) +#define VK_API_VERSION_PATCH(version) ((uint32_t)(version) & 0xFFFU) typedef uint32_t VkBool32; +typedef uint64_t VkDeviceAddress; typedef uint64_t VkDeviceSize; +typedef uint32_t VkFlags; typedef uint32_t VkSampleMask; - +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkBuffer) +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkImage) VK_DEFINE_HANDLE(VkInstance) VK_DEFINE_HANDLE(VkPhysicalDevice) VK_DEFINE_HANDLE(VkDevice) @@ -70,8 +105,6 @@ VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkSemaphore) VK_DEFINE_HANDLE(VkCommandBuffer) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkFence) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDeviceMemory) -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkBuffer) -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkImage) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkEvent) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkQueryPool) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkBufferView) @@ -79,3574 +112,4658 @@ VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkImageView) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkShaderModule) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkPipelineCache) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkPipelineLayout) -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkRenderPass) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkPipeline) +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkRenderPass) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDescriptorSetLayout) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkSampler) -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDescriptorPool) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDescriptorSet) +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDescriptorPool) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkFramebuffer) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkCommandPool) - -#define VK_LOD_CLAMP_NONE 1000.0f -#define VK_REMAINING_MIP_LEVELS (~0U) -#define VK_REMAINING_ARRAY_LAYERS (~0U) -#define VK_WHOLE_SIZE (~0ULL) -#define VK_ATTACHMENT_UNUSED (~0U) -#define VK_TRUE 1 -#define VK_FALSE 0 -#define VK_QUEUE_FAMILY_IGNORED (~0U) -#define VK_SUBPASS_EXTERNAL (~0U) -#define VK_MAX_PHYSICAL_DEVICE_NAME_SIZE 256 -#define VK_UUID_SIZE 16 -#define VK_MAX_MEMORY_TYPES 32 -#define VK_MAX_MEMORY_HEAPS 16 -#define VK_MAX_EXTENSION_NAME_SIZE 256 -#define VK_MAX_DESCRIPTION_SIZE 256 - -typedef enum VkPipelineCacheHeaderVersion { - VK_PIPELINE_CACHE_HEADER_VERSION_ONE = 1, - VK_PIPELINE_CACHE_HEADER_VERSION_BEGIN_RANGE = VK_PIPELINE_CACHE_HEADER_VERSION_ONE, - VK_PIPELINE_CACHE_HEADER_VERSION_END_RANGE = VK_PIPELINE_CACHE_HEADER_VERSION_ONE, - VK_PIPELINE_CACHE_HEADER_VERSION_RANGE_SIZE = - (VK_PIPELINE_CACHE_HEADER_VERSION_ONE - VK_PIPELINE_CACHE_HEADER_VERSION_ONE + 1), - VK_PIPELINE_CACHE_HEADER_VERSION_MAX_ENUM = 0x7FFFFFFF -} VkPipelineCacheHeaderVersion; +#define VK_UUID_SIZE 16U +#define VK_ATTACHMENT_UNUSED (~0U) +#define VK_FALSE 0U +#define VK_LOD_CLAMP_NONE 1000.0F +#define VK_QUEUE_FAMILY_IGNORED (~0U) +#define VK_REMAINING_ARRAY_LAYERS (~0U) +#define VK_REMAINING_MIP_LEVELS (~0U) +#define VK_SUBPASS_EXTERNAL (~0U) +#define VK_TRUE 1U +#define VK_WHOLE_SIZE (~0ULL) +#define VK_MAX_MEMORY_TYPES 32U +#define VK_MAX_MEMORY_HEAPS 16U +#define VK_MAX_PHYSICAL_DEVICE_NAME_SIZE 256U +#define VK_MAX_EXTENSION_NAME_SIZE 256U +#define VK_MAX_DESCRIPTION_SIZE 256U typedef enum VkResult { - VK_SUCCESS = 0, - VK_NOT_READY = 1, - VK_TIMEOUT = 2, - VK_EVENT_SET = 3, - VK_EVENT_RESET = 4, - VK_INCOMPLETE = 5, - VK_ERROR_OUT_OF_HOST_MEMORY = -1, - VK_ERROR_OUT_OF_DEVICE_MEMORY = -2, - VK_ERROR_INITIALIZATION_FAILED = -3, - VK_ERROR_DEVICE_LOST = -4, - VK_ERROR_MEMORY_MAP_FAILED = -5, - VK_ERROR_LAYER_NOT_PRESENT = -6, - VK_ERROR_EXTENSION_NOT_PRESENT = -7, - VK_ERROR_FEATURE_NOT_PRESENT = -8, - VK_ERROR_INCOMPATIBLE_DRIVER = -9, - VK_ERROR_TOO_MANY_OBJECTS = -10, - VK_ERROR_FORMAT_NOT_SUPPORTED = -11, - VK_ERROR_FRAGMENTED_POOL = -12, - VK_ERROR_OUT_OF_POOL_MEMORY = -1000069000, - VK_ERROR_INVALID_EXTERNAL_HANDLE = -1000072003, - VK_ERROR_SURFACE_LOST_KHR = -1000000000, - VK_ERROR_NATIVE_WINDOW_IN_USE_KHR = -1000000001, - VK_SUBOPTIMAL_KHR = 1000001003, - VK_ERROR_OUT_OF_DATE_KHR = -1000001004, - VK_ERROR_INCOMPATIBLE_DISPLAY_KHR = -1000003001, - VK_ERROR_VALIDATION_FAILED_EXT = -1000011001, - VK_ERROR_INVALID_SHADER_NV = -1000012000, - VK_ERROR_FRAGMENTATION_EXT = -1000161000, - VK_ERROR_NOT_PERMITTED_EXT = -1000174001, - VK_ERROR_OUT_OF_POOL_MEMORY_KHR = VK_ERROR_OUT_OF_POOL_MEMORY, + VK_SUCCESS = 0, + VK_NOT_READY = 1, + VK_TIMEOUT = 2, + VK_EVENT_SET = 3, + VK_EVENT_RESET = 4, + VK_INCOMPLETE = 5, + VK_ERROR_OUT_OF_HOST_MEMORY = -1, + VK_ERROR_OUT_OF_DEVICE_MEMORY = -2, + VK_ERROR_INITIALIZATION_FAILED = -3, + VK_ERROR_DEVICE_LOST = -4, + VK_ERROR_MEMORY_MAP_FAILED = -5, + VK_ERROR_LAYER_NOT_PRESENT = -6, + VK_ERROR_EXTENSION_NOT_PRESENT = -7, + VK_ERROR_FEATURE_NOT_PRESENT = -8, + VK_ERROR_INCOMPATIBLE_DRIVER = -9, + VK_ERROR_TOO_MANY_OBJECTS = -10, + VK_ERROR_FORMAT_NOT_SUPPORTED = -11, + VK_ERROR_FRAGMENTED_POOL = -12, + VK_ERROR_UNKNOWN = -13, + VK_ERROR_OUT_OF_POOL_MEMORY = -1000069000, + VK_ERROR_INVALID_EXTERNAL_HANDLE = -1000072003, + VK_ERROR_FRAGMENTATION = -1000161000, + VK_ERROR_INVALID_OPAQUE_CAPTURE_ADDRESS = -1000257000, + VK_PIPELINE_COMPILE_REQUIRED = 1000297000, + VK_ERROR_SURFACE_LOST_KHR = -1000000000, + VK_ERROR_NATIVE_WINDOW_IN_USE_KHR = -1000000001, + VK_SUBOPTIMAL_KHR = 1000001003, + VK_ERROR_OUT_OF_DATE_KHR = -1000001004, + VK_ERROR_INCOMPATIBLE_DISPLAY_KHR = -1000003001, + VK_ERROR_VALIDATION_FAILED_EXT = -1000011001, + VK_ERROR_INVALID_SHADER_NV = -1000012000, + VK_ERROR_INVALID_DRM_FORMAT_MODIFIER_PLANE_LAYOUT_EXT = -1000158000, + VK_ERROR_NOT_PERMITTED_KHR = -1000174001, + VK_ERROR_FULL_SCREEN_EXCLUSIVE_MODE_LOST_EXT = -1000255000, + VK_THREAD_IDLE_KHR = 1000268000, + VK_THREAD_DONE_KHR = 1000268001, + VK_OPERATION_DEFERRED_KHR = 1000268002, + VK_OPERATION_NOT_DEFERRED_KHR = 1000268003, + VK_ERROR_OUT_OF_POOL_MEMORY_KHR = VK_ERROR_OUT_OF_POOL_MEMORY, VK_ERROR_INVALID_EXTERNAL_HANDLE_KHR = VK_ERROR_INVALID_EXTERNAL_HANDLE, - VK_RESULT_BEGIN_RANGE = VK_ERROR_FRAGMENTED_POOL, - VK_RESULT_END_RANGE = VK_INCOMPLETE, - VK_RESULT_RANGE_SIZE = (VK_INCOMPLETE - VK_ERROR_FRAGMENTED_POOL + 1), - VK_RESULT_MAX_ENUM = 0x7FFFFFFF + VK_ERROR_FRAGMENTATION_EXT = VK_ERROR_FRAGMENTATION, + VK_ERROR_NOT_PERMITTED_EXT = VK_ERROR_NOT_PERMITTED_KHR, + VK_ERROR_INVALID_DEVICE_ADDRESS_EXT = VK_ERROR_INVALID_OPAQUE_CAPTURE_ADDRESS, + VK_ERROR_INVALID_OPAQUE_CAPTURE_ADDRESS_KHR = VK_ERROR_INVALID_OPAQUE_CAPTURE_ADDRESS, + VK_PIPELINE_COMPILE_REQUIRED_EXT = VK_PIPELINE_COMPILE_REQUIRED, + VK_ERROR_PIPELINE_COMPILE_REQUIRED_EXT = VK_PIPELINE_COMPILE_REQUIRED, + VK_RESULT_MAX_ENUM = 0x7FFFFFFF } VkResult; typedef enum VkStructureType { - VK_STRUCTURE_TYPE_APPLICATION_INFO = 0, - VK_STRUCTURE_TYPE_INSTANCE_CREATE_INFO = 1, - VK_STRUCTURE_TYPE_DEVICE_QUEUE_CREATE_INFO = 2, - VK_STRUCTURE_TYPE_DEVICE_CREATE_INFO = 3, - VK_STRUCTURE_TYPE_SUBMIT_INFO = 4, - VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_INFO = 5, - VK_STRUCTURE_TYPE_MAPPED_MEMORY_RANGE = 6, - VK_STRUCTURE_TYPE_BIND_SPARSE_INFO = 7, - VK_STRUCTURE_TYPE_FENCE_CREATE_INFO = 8, - VK_STRUCTURE_TYPE_SEMAPHORE_CREATE_INFO = 9, - VK_STRUCTURE_TYPE_EVENT_CREATE_INFO = 10, - VK_STRUCTURE_TYPE_QUERY_POOL_CREATE_INFO = 11, - VK_STRUCTURE_TYPE_BUFFER_CREATE_INFO = 12, - VK_STRUCTURE_TYPE_BUFFER_VIEW_CREATE_INFO = 13, - VK_STRUCTURE_TYPE_IMAGE_CREATE_INFO = 14, - VK_STRUCTURE_TYPE_IMAGE_VIEW_CREATE_INFO = 15, - VK_STRUCTURE_TYPE_SHADER_MODULE_CREATE_INFO = 16, - VK_STRUCTURE_TYPE_PIPELINE_CACHE_CREATE_INFO = 17, - VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_CREATE_INFO = 18, - VK_STRUCTURE_TYPE_PIPELINE_VERTEX_INPUT_STATE_CREATE_INFO = 19, - VK_STRUCTURE_TYPE_PIPELINE_INPUT_ASSEMBLY_STATE_CREATE_INFO = 20, - VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_STATE_CREATE_INFO = 21, - VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_STATE_CREATE_INFO = 22, - VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_STATE_CREATE_INFO = 23, - VK_STRUCTURE_TYPE_PIPELINE_MULTISAMPLE_STATE_CREATE_INFO = 24, - VK_STRUCTURE_TYPE_PIPELINE_DEPTH_STENCIL_STATE_CREATE_INFO = 25, - VK_STRUCTURE_TYPE_PIPELINE_COLOR_BLEND_STATE_CREATE_INFO = 26, - VK_STRUCTURE_TYPE_PIPELINE_DYNAMIC_STATE_CREATE_INFO = 27, - VK_STRUCTURE_TYPE_GRAPHICS_PIPELINE_CREATE_INFO = 28, - VK_STRUCTURE_TYPE_COMPUTE_PIPELINE_CREATE_INFO = 29, - VK_STRUCTURE_TYPE_PIPELINE_LAYOUT_CREATE_INFO = 30, - VK_STRUCTURE_TYPE_SAMPLER_CREATE_INFO = 31, - VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_CREATE_INFO = 32, - VK_STRUCTURE_TYPE_DESCRIPTOR_POOL_CREATE_INFO = 33, - VK_STRUCTURE_TYPE_DESCRIPTOR_SET_ALLOCATE_INFO = 34, - VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET = 35, - VK_STRUCTURE_TYPE_COPY_DESCRIPTOR_SET = 36, - VK_STRUCTURE_TYPE_FRAMEBUFFER_CREATE_INFO = 37, - VK_STRUCTURE_TYPE_RENDER_PASS_CREATE_INFO = 38, - VK_STRUCTURE_TYPE_COMMAND_POOL_CREATE_INFO = 39, - VK_STRUCTURE_TYPE_COMMAND_BUFFER_ALLOCATE_INFO = 40, - VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_INFO = 41, - VK_STRUCTURE_TYPE_COMMAND_BUFFER_BEGIN_INFO = 42, - VK_STRUCTURE_TYPE_RENDER_PASS_BEGIN_INFO = 43, - VK_STRUCTURE_TYPE_BUFFER_MEMORY_BARRIER = 44, - VK_STRUCTURE_TYPE_IMAGE_MEMORY_BARRIER = 45, - VK_STRUCTURE_TYPE_MEMORY_BARRIER = 46, - VK_STRUCTURE_TYPE_LOADER_INSTANCE_CREATE_INFO = 47, - VK_STRUCTURE_TYPE_LOADER_DEVICE_CREATE_INFO = 48, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_PROPERTIES = 1000094000, - VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_INFO = 1000157000, - VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_INFO = 1000157001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_16BIT_STORAGE_FEATURES = 1000083000, - VK_STRUCTURE_TYPE_MEMORY_DEDICATED_REQUIREMENTS = 1000127000, - VK_STRUCTURE_TYPE_MEMORY_DEDICATED_ALLOCATE_INFO = 1000127001, - VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_FLAGS_INFO = 1000060000, - VK_STRUCTURE_TYPE_DEVICE_GROUP_RENDER_PASS_BEGIN_INFO = 1000060003, - VK_STRUCTURE_TYPE_DEVICE_GROUP_COMMAND_BUFFER_BEGIN_INFO = 1000060004, - VK_STRUCTURE_TYPE_DEVICE_GROUP_SUBMIT_INFO = 1000060005, - VK_STRUCTURE_TYPE_DEVICE_GROUP_BIND_SPARSE_INFO = 1000060006, - VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_DEVICE_GROUP_INFO = 1000060013, - VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_DEVICE_GROUP_INFO = 1000060014, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GROUP_PROPERTIES = 1000070000, - VK_STRUCTURE_TYPE_DEVICE_GROUP_DEVICE_CREATE_INFO = 1000070001, - VK_STRUCTURE_TYPE_BUFFER_MEMORY_REQUIREMENTS_INFO_2 = 1000146000, - VK_STRUCTURE_TYPE_IMAGE_MEMORY_REQUIREMENTS_INFO_2 = 1000146001, - VK_STRUCTURE_TYPE_IMAGE_SPARSE_MEMORY_REQUIREMENTS_INFO_2 = 1000146002, - VK_STRUCTURE_TYPE_MEMORY_REQUIREMENTS_2 = 1000146003, - VK_STRUCTURE_TYPE_SPARSE_IMAGE_MEMORY_REQUIREMENTS_2 = 1000146004, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FEATURES_2 = 1000059000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROPERTIES_2 = 1000059001, - VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_2 = 1000059002, - VK_STRUCTURE_TYPE_IMAGE_FORMAT_PROPERTIES_2 = 1000059003, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_FORMAT_INFO_2 = 1000059004, - VK_STRUCTURE_TYPE_QUEUE_FAMILY_PROPERTIES_2 = 1000059005, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_PROPERTIES_2 = 1000059006, - VK_STRUCTURE_TYPE_SPARSE_IMAGE_FORMAT_PROPERTIES_2 = 1000059007, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SPARSE_IMAGE_FORMAT_INFO_2 = 1000059008, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_POINT_CLIPPING_PROPERTIES = 1000117000, - VK_STRUCTURE_TYPE_RENDER_PASS_INPUT_ATTACHMENT_ASPECT_CREATE_INFO = 1000117001, - VK_STRUCTURE_TYPE_IMAGE_VIEW_USAGE_CREATE_INFO = 1000117002, - VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_DOMAIN_ORIGIN_STATE_CREATE_INFO = 1000117003, - VK_STRUCTURE_TYPE_RENDER_PASS_MULTIVIEW_CREATE_INFO = 1000053000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_FEATURES = 1000053001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_PROPERTIES = 1000053002, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTER_FEATURES = 1000120000, - VK_STRUCTURE_TYPE_PROTECTED_SUBMIT_INFO = 1000145000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROTECTED_MEMORY_FEATURES = 1000145001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROTECTED_MEMORY_PROPERTIES = 1000145002, - VK_STRUCTURE_TYPE_DEVICE_QUEUE_INFO_2 = 1000145003, - VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_CREATE_INFO = 1000156000, - VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_INFO = 1000156001, - VK_STRUCTURE_TYPE_BIND_IMAGE_PLANE_MEMORY_INFO = 1000156002, - VK_STRUCTURE_TYPE_IMAGE_PLANE_MEMORY_REQUIREMENTS_INFO = 1000156003, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_YCBCR_CONVERSION_FEATURES = 1000156004, - VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_IMAGE_FORMAT_PROPERTIES = 1000156005, - VK_STRUCTURE_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_CREATE_INFO = 1000085000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_IMAGE_FORMAT_INFO = 1000071000, - VK_STRUCTURE_TYPE_EXTERNAL_IMAGE_FORMAT_PROPERTIES = 1000071001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_BUFFER_INFO = 1000071002, - VK_STRUCTURE_TYPE_EXTERNAL_BUFFER_PROPERTIES = 1000071003, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ID_PROPERTIES = 1000071004, - VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_BUFFER_CREATE_INFO = 1000072000, - VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO = 1000072001, - VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO = 1000072002, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_FENCE_INFO = 1000112000, - VK_STRUCTURE_TYPE_EXTERNAL_FENCE_PROPERTIES = 1000112001, - VK_STRUCTURE_TYPE_EXPORT_FENCE_CREATE_INFO = 1000113000, - VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_CREATE_INFO = 1000077000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_SEMAPHORE_INFO = 1000076000, - VK_STRUCTURE_TYPE_EXTERNAL_SEMAPHORE_PROPERTIES = 1000076001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_3_PROPERTIES = 1000168000, - VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_SUPPORT = 1000168001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_DRAW_PARAMETER_FEATURES = 1000063000, - VK_STRUCTURE_TYPE_SWAPCHAIN_CREATE_INFO_KHR = 1000001000, - VK_STRUCTURE_TYPE_PRESENT_INFO_KHR = 1000001001, - VK_STRUCTURE_TYPE_DEVICE_GROUP_PRESENT_CAPABILITIES_KHR = 1000060007, - VK_STRUCTURE_TYPE_IMAGE_SWAPCHAIN_CREATE_INFO_KHR = 1000060008, - VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_SWAPCHAIN_INFO_KHR = 1000060009, - VK_STRUCTURE_TYPE_ACQUIRE_NEXT_IMAGE_INFO_KHR = 1000060010, - VK_STRUCTURE_TYPE_DEVICE_GROUP_PRESENT_INFO_KHR = 1000060011, - VK_STRUCTURE_TYPE_DEVICE_GROUP_SWAPCHAIN_CREATE_INFO_KHR = 1000060012, - VK_STRUCTURE_TYPE_DISPLAY_MODE_CREATE_INFO_KHR = 1000002000, - VK_STRUCTURE_TYPE_DISPLAY_SURFACE_CREATE_INFO_KHR = 1000002001, - VK_STRUCTURE_TYPE_DISPLAY_PRESENT_INFO_KHR = 1000003000, - VK_STRUCTURE_TYPE_XLIB_SURFACE_CREATE_INFO_KHR = 1000004000, - VK_STRUCTURE_TYPE_XCB_SURFACE_CREATE_INFO_KHR = 1000005000, - VK_STRUCTURE_TYPE_WAYLAND_SURFACE_CREATE_INFO_KHR = 1000006000, - VK_STRUCTURE_TYPE_MIR_SURFACE_CREATE_INFO_KHR = 1000007000, - VK_STRUCTURE_TYPE_ANDROID_SURFACE_CREATE_INFO_KHR = 1000008000, - VK_STRUCTURE_TYPE_WIN32_SURFACE_CREATE_INFO_KHR = 1000009000, - VK_STRUCTURE_TYPE_DEBUG_REPORT_CALLBACK_CREATE_INFO_EXT = 1000011000, - VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_STATE_RASTERIZATION_ORDER_AMD = 1000018000, - VK_STRUCTURE_TYPE_DEBUG_MARKER_OBJECT_NAME_INFO_EXT = 1000022000, - VK_STRUCTURE_TYPE_DEBUG_MARKER_OBJECT_TAG_INFO_EXT = 1000022001, - VK_STRUCTURE_TYPE_DEBUG_MARKER_MARKER_INFO_EXT = 1000022002, - VK_STRUCTURE_TYPE_DEDICATED_ALLOCATION_IMAGE_CREATE_INFO_NV = 1000026000, - VK_STRUCTURE_TYPE_DEDICATED_ALLOCATION_BUFFER_CREATE_INFO_NV = 1000026001, - VK_STRUCTURE_TYPE_DEDICATED_ALLOCATION_MEMORY_ALLOCATE_INFO_NV = 1000026002, - VK_STRUCTURE_TYPE_TEXTURE_LOD_GATHER_FORMAT_PROPERTIES_AMD = 1000041000, - VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO_NV = 1000056000, - VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO_NV = 1000056001, - VK_STRUCTURE_TYPE_IMPORT_MEMORY_WIN32_HANDLE_INFO_NV = 1000057000, - VK_STRUCTURE_TYPE_EXPORT_MEMORY_WIN32_HANDLE_INFO_NV = 1000057001, - VK_STRUCTURE_TYPE_WIN32_KEYED_MUTEX_ACQUIRE_RELEASE_INFO_NV = 1000058000, - VK_STRUCTURE_TYPE_VALIDATION_FLAGS_EXT = 1000061000, - VK_STRUCTURE_TYPE_VI_SURFACE_CREATE_INFO_NN = 1000062000, - VK_STRUCTURE_TYPE_IMPORT_MEMORY_WIN32_HANDLE_INFO_KHR = 1000073000, - VK_STRUCTURE_TYPE_EXPORT_MEMORY_WIN32_HANDLE_INFO_KHR = 1000073001, - VK_STRUCTURE_TYPE_MEMORY_WIN32_HANDLE_PROPERTIES_KHR = 1000073002, - VK_STRUCTURE_TYPE_MEMORY_GET_WIN32_HANDLE_INFO_KHR = 1000073003, - VK_STRUCTURE_TYPE_IMPORT_MEMORY_FD_INFO_KHR = 1000074000, - VK_STRUCTURE_TYPE_MEMORY_FD_PROPERTIES_KHR = 1000074001, - VK_STRUCTURE_TYPE_MEMORY_GET_FD_INFO_KHR = 1000074002, - VK_STRUCTURE_TYPE_WIN32_KEYED_MUTEX_ACQUIRE_RELEASE_INFO_KHR = 1000075000, - VK_STRUCTURE_TYPE_IMPORT_SEMAPHORE_WIN32_HANDLE_INFO_KHR = 1000078000, - VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_WIN32_HANDLE_INFO_KHR = 1000078001, - VK_STRUCTURE_TYPE_D3D12_FENCE_SUBMIT_INFO_KHR = 1000078002, - VK_STRUCTURE_TYPE_SEMAPHORE_GET_WIN32_HANDLE_INFO_KHR = 1000078003, - VK_STRUCTURE_TYPE_IMPORT_SEMAPHORE_FD_INFO_KHR = 1000079000, - VK_STRUCTURE_TYPE_SEMAPHORE_GET_FD_INFO_KHR = 1000079001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PUSH_DESCRIPTOR_PROPERTIES_KHR = 1000080000, - VK_STRUCTURE_TYPE_PRESENT_REGIONS_KHR = 1000084000, - VK_STRUCTURE_TYPE_OBJECT_TABLE_CREATE_INFO_NVX = 1000086000, - VK_STRUCTURE_TYPE_INDIRECT_COMMANDS_LAYOUT_CREATE_INFO_NVX = 1000086001, - VK_STRUCTURE_TYPE_CMD_PROCESS_COMMANDS_INFO_NVX = 1000086002, - VK_STRUCTURE_TYPE_CMD_RESERVE_SPACE_FOR_COMMANDS_INFO_NVX = 1000086003, - VK_STRUCTURE_TYPE_DEVICE_GENERATED_COMMANDS_LIMITS_NVX = 1000086004, - VK_STRUCTURE_TYPE_DEVICE_GENERATED_COMMANDS_FEATURES_NVX = 1000086005, - VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_W_SCALING_STATE_CREATE_INFO_NV = 1000087000, - VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES_2_EXT = 1000090000, - VK_STRUCTURE_TYPE_DISPLAY_POWER_INFO_EXT = 1000091000, - VK_STRUCTURE_TYPE_DEVICE_EVENT_INFO_EXT = 1000091001, - VK_STRUCTURE_TYPE_DISPLAY_EVENT_INFO_EXT = 1000091002, - VK_STRUCTURE_TYPE_SWAPCHAIN_COUNTER_CREATE_INFO_EXT = 1000091003, - VK_STRUCTURE_TYPE_PRESENT_TIMES_INFO_GOOGLE = 1000092000, + VK_STRUCTURE_TYPE_APPLICATION_INFO = 0, + VK_STRUCTURE_TYPE_INSTANCE_CREATE_INFO = 1, + VK_STRUCTURE_TYPE_DEVICE_QUEUE_CREATE_INFO = 2, + VK_STRUCTURE_TYPE_DEVICE_CREATE_INFO = 3, + VK_STRUCTURE_TYPE_SUBMIT_INFO = 4, + VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_INFO = 5, + VK_STRUCTURE_TYPE_MAPPED_MEMORY_RANGE = 6, + VK_STRUCTURE_TYPE_BIND_SPARSE_INFO = 7, + VK_STRUCTURE_TYPE_FENCE_CREATE_INFO = 8, + VK_STRUCTURE_TYPE_SEMAPHORE_CREATE_INFO = 9, + VK_STRUCTURE_TYPE_EVENT_CREATE_INFO = 10, + VK_STRUCTURE_TYPE_QUERY_POOL_CREATE_INFO = 11, + VK_STRUCTURE_TYPE_BUFFER_CREATE_INFO = 12, + VK_STRUCTURE_TYPE_BUFFER_VIEW_CREATE_INFO = 13, + VK_STRUCTURE_TYPE_IMAGE_CREATE_INFO = 14, + VK_STRUCTURE_TYPE_IMAGE_VIEW_CREATE_INFO = 15, + VK_STRUCTURE_TYPE_SHADER_MODULE_CREATE_INFO = 16, + VK_STRUCTURE_TYPE_PIPELINE_CACHE_CREATE_INFO = 17, + VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_CREATE_INFO = 18, + VK_STRUCTURE_TYPE_PIPELINE_VERTEX_INPUT_STATE_CREATE_INFO = 19, + VK_STRUCTURE_TYPE_PIPELINE_INPUT_ASSEMBLY_STATE_CREATE_INFO = 20, + VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_STATE_CREATE_INFO = 21, + VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_STATE_CREATE_INFO = 22, + VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_STATE_CREATE_INFO = 23, + VK_STRUCTURE_TYPE_PIPELINE_MULTISAMPLE_STATE_CREATE_INFO = 24, + VK_STRUCTURE_TYPE_PIPELINE_DEPTH_STENCIL_STATE_CREATE_INFO = 25, + VK_STRUCTURE_TYPE_PIPELINE_COLOR_BLEND_STATE_CREATE_INFO = 26, + VK_STRUCTURE_TYPE_PIPELINE_DYNAMIC_STATE_CREATE_INFO = 27, + VK_STRUCTURE_TYPE_GRAPHICS_PIPELINE_CREATE_INFO = 28, + VK_STRUCTURE_TYPE_COMPUTE_PIPELINE_CREATE_INFO = 29, + VK_STRUCTURE_TYPE_PIPELINE_LAYOUT_CREATE_INFO = 30, + VK_STRUCTURE_TYPE_SAMPLER_CREATE_INFO = 31, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_CREATE_INFO = 32, + VK_STRUCTURE_TYPE_DESCRIPTOR_POOL_CREATE_INFO = 33, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_ALLOCATE_INFO = 34, + VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET = 35, + VK_STRUCTURE_TYPE_COPY_DESCRIPTOR_SET = 36, + VK_STRUCTURE_TYPE_FRAMEBUFFER_CREATE_INFO = 37, + VK_STRUCTURE_TYPE_RENDER_PASS_CREATE_INFO = 38, + VK_STRUCTURE_TYPE_COMMAND_POOL_CREATE_INFO = 39, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_ALLOCATE_INFO = 40, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_INFO = 41, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_BEGIN_INFO = 42, + VK_STRUCTURE_TYPE_RENDER_PASS_BEGIN_INFO = 43, + VK_STRUCTURE_TYPE_BUFFER_MEMORY_BARRIER = 44, + VK_STRUCTURE_TYPE_IMAGE_MEMORY_BARRIER = 45, + VK_STRUCTURE_TYPE_MEMORY_BARRIER = 46, + VK_STRUCTURE_TYPE_LOADER_INSTANCE_CREATE_INFO = 47, + VK_STRUCTURE_TYPE_LOADER_DEVICE_CREATE_INFO = 48, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_PROPERTIES = 1000094000, + VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_INFO = 1000157000, + VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_INFO = 1000157001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_16BIT_STORAGE_FEATURES = 1000083000, + VK_STRUCTURE_TYPE_MEMORY_DEDICATED_REQUIREMENTS = 1000127000, + VK_STRUCTURE_TYPE_MEMORY_DEDICATED_ALLOCATE_INFO = 1000127001, + VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_FLAGS_INFO = 1000060000, + VK_STRUCTURE_TYPE_DEVICE_GROUP_RENDER_PASS_BEGIN_INFO = 1000060003, + VK_STRUCTURE_TYPE_DEVICE_GROUP_COMMAND_BUFFER_BEGIN_INFO = 1000060004, + VK_STRUCTURE_TYPE_DEVICE_GROUP_SUBMIT_INFO = 1000060005, + VK_STRUCTURE_TYPE_DEVICE_GROUP_BIND_SPARSE_INFO = 1000060006, + VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_DEVICE_GROUP_INFO = 1000060013, + VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_DEVICE_GROUP_INFO = 1000060014, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GROUP_PROPERTIES = 1000070000, + VK_STRUCTURE_TYPE_DEVICE_GROUP_DEVICE_CREATE_INFO = 1000070001, + VK_STRUCTURE_TYPE_BUFFER_MEMORY_REQUIREMENTS_INFO_2 = 1000146000, + VK_STRUCTURE_TYPE_IMAGE_MEMORY_REQUIREMENTS_INFO_2 = 1000146001, + VK_STRUCTURE_TYPE_IMAGE_SPARSE_MEMORY_REQUIREMENTS_INFO_2 = 1000146002, + VK_STRUCTURE_TYPE_MEMORY_REQUIREMENTS_2 = 1000146003, + VK_STRUCTURE_TYPE_SPARSE_IMAGE_MEMORY_REQUIREMENTS_2 = 1000146004, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FEATURES_2 = 1000059000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROPERTIES_2 = 1000059001, + VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_2 = 1000059002, + VK_STRUCTURE_TYPE_IMAGE_FORMAT_PROPERTIES_2 = 1000059003, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_FORMAT_INFO_2 = 1000059004, + VK_STRUCTURE_TYPE_QUEUE_FAMILY_PROPERTIES_2 = 1000059005, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_PROPERTIES_2 = 1000059006, + VK_STRUCTURE_TYPE_SPARSE_IMAGE_FORMAT_PROPERTIES_2 = 1000059007, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SPARSE_IMAGE_FORMAT_INFO_2 = 1000059008, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_POINT_CLIPPING_PROPERTIES = 1000117000, + VK_STRUCTURE_TYPE_RENDER_PASS_INPUT_ATTACHMENT_ASPECT_CREATE_INFO = 1000117001, + VK_STRUCTURE_TYPE_IMAGE_VIEW_USAGE_CREATE_INFO = 1000117002, + VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_DOMAIN_ORIGIN_STATE_CREATE_INFO = 1000117003, + VK_STRUCTURE_TYPE_RENDER_PASS_MULTIVIEW_CREATE_INFO = 1000053000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_FEATURES = 1000053001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_PROPERTIES = 1000053002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTERS_FEATURES = 1000120000, + VK_STRUCTURE_TYPE_PROTECTED_SUBMIT_INFO = 1000145000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROTECTED_MEMORY_FEATURES = 1000145001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROTECTED_MEMORY_PROPERTIES = 1000145002, + VK_STRUCTURE_TYPE_DEVICE_QUEUE_INFO_2 = 1000145003, + VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_CREATE_INFO = 1000156000, + VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_INFO = 1000156001, + VK_STRUCTURE_TYPE_BIND_IMAGE_PLANE_MEMORY_INFO = 1000156002, + VK_STRUCTURE_TYPE_IMAGE_PLANE_MEMORY_REQUIREMENTS_INFO = 1000156003, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_YCBCR_CONVERSION_FEATURES = 1000156004, + VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_IMAGE_FORMAT_PROPERTIES = 1000156005, + VK_STRUCTURE_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_CREATE_INFO = 1000085000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_IMAGE_FORMAT_INFO = 1000071000, + VK_STRUCTURE_TYPE_EXTERNAL_IMAGE_FORMAT_PROPERTIES = 1000071001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_BUFFER_INFO = 1000071002, + VK_STRUCTURE_TYPE_EXTERNAL_BUFFER_PROPERTIES = 1000071003, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ID_PROPERTIES = 1000071004, + VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_BUFFER_CREATE_INFO = 1000072000, + VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO = 1000072001, + VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO = 1000072002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_FENCE_INFO = 1000112000, + VK_STRUCTURE_TYPE_EXTERNAL_FENCE_PROPERTIES = 1000112001, + VK_STRUCTURE_TYPE_EXPORT_FENCE_CREATE_INFO = 1000113000, + VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_CREATE_INFO = 1000077000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_SEMAPHORE_INFO = 1000076000, + VK_STRUCTURE_TYPE_EXTERNAL_SEMAPHORE_PROPERTIES = 1000076001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_3_PROPERTIES = 1000168000, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_SUPPORT = 1000168001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_DRAW_PARAMETERS_FEATURES = 1000063000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_1_1_FEATURES = 49, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_1_1_PROPERTIES = 50, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_1_2_FEATURES = 51, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_1_2_PROPERTIES = 52, + VK_STRUCTURE_TYPE_IMAGE_FORMAT_LIST_CREATE_INFO = 1000147000, + VK_STRUCTURE_TYPE_ATTACHMENT_DESCRIPTION_2 = 1000109000, + VK_STRUCTURE_TYPE_ATTACHMENT_REFERENCE_2 = 1000109001, + VK_STRUCTURE_TYPE_SUBPASS_DESCRIPTION_2 = 1000109002, + VK_STRUCTURE_TYPE_SUBPASS_DEPENDENCY_2 = 1000109003, + VK_STRUCTURE_TYPE_RENDER_PASS_CREATE_INFO_2 = 1000109004, + VK_STRUCTURE_TYPE_SUBPASS_BEGIN_INFO = 1000109005, + VK_STRUCTURE_TYPE_SUBPASS_END_INFO = 1000109006, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_8BIT_STORAGE_FEATURES = 1000177000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DRIVER_PROPERTIES = 1000196000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_ATOMIC_INT64_FEATURES = 1000180000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_FLOAT16_INT8_FEATURES = 1000082000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FLOAT_CONTROLS_PROPERTIES = 1000197000, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_BINDING_FLAGS_CREATE_INFO = 1000161000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_FEATURES = 1000161001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_PROPERTIES = 1000161002, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_ALLOCATE_INFO = 1000161003, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_LAYOUT_SUPPORT = 1000161004, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEPTH_STENCIL_RESOLVE_PROPERTIES = 1000199000, + VK_STRUCTURE_TYPE_SUBPASS_DESCRIPTION_DEPTH_STENCIL_RESOLVE = 1000199001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SCALAR_BLOCK_LAYOUT_FEATURES = 1000221000, + VK_STRUCTURE_TYPE_IMAGE_STENCIL_USAGE_CREATE_INFO = 1000246000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_FILTER_MINMAX_PROPERTIES = 1000130000, + VK_STRUCTURE_TYPE_SAMPLER_REDUCTION_MODE_CREATE_INFO = 1000130001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_MEMORY_MODEL_FEATURES = 1000211000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGELESS_FRAMEBUFFER_FEATURES = 1000108000, + VK_STRUCTURE_TYPE_FRAMEBUFFER_ATTACHMENTS_CREATE_INFO = 1000108001, + VK_STRUCTURE_TYPE_FRAMEBUFFER_ATTACHMENT_IMAGE_INFO = 1000108002, + VK_STRUCTURE_TYPE_RENDER_PASS_ATTACHMENT_BEGIN_INFO = 1000108003, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_UNIFORM_BUFFER_STANDARD_LAYOUT_FEATURES = 1000253000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_SUBGROUP_EXTENDED_TYPES_FEATURES = 1000175000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SEPARATE_DEPTH_STENCIL_LAYOUTS_FEATURES = 1000241000, + VK_STRUCTURE_TYPE_ATTACHMENT_REFERENCE_STENCIL_LAYOUT = 1000241001, + VK_STRUCTURE_TYPE_ATTACHMENT_DESCRIPTION_STENCIL_LAYOUT = 1000241002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_HOST_QUERY_RESET_FEATURES = 1000261000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TIMELINE_SEMAPHORE_FEATURES = 1000207000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TIMELINE_SEMAPHORE_PROPERTIES = 1000207001, + VK_STRUCTURE_TYPE_SEMAPHORE_TYPE_CREATE_INFO = 1000207002, + VK_STRUCTURE_TYPE_TIMELINE_SEMAPHORE_SUBMIT_INFO = 1000207003, + VK_STRUCTURE_TYPE_SEMAPHORE_WAIT_INFO = 1000207004, + VK_STRUCTURE_TYPE_SEMAPHORE_SIGNAL_INFO = 1000207005, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BUFFER_DEVICE_ADDRESS_FEATURES = 1000257000, + VK_STRUCTURE_TYPE_BUFFER_DEVICE_ADDRESS_INFO = 1000244001, + VK_STRUCTURE_TYPE_BUFFER_OPAQUE_CAPTURE_ADDRESS_CREATE_INFO = 1000257002, + VK_STRUCTURE_TYPE_MEMORY_OPAQUE_CAPTURE_ADDRESS_ALLOCATE_INFO = 1000257003, + VK_STRUCTURE_TYPE_DEVICE_MEMORY_OPAQUE_CAPTURE_ADDRESS_INFO = 1000257004, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_1_3_FEATURES = 53, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_1_3_PROPERTIES = 54, + VK_STRUCTURE_TYPE_PIPELINE_CREATION_FEEDBACK_CREATE_INFO = 1000192000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_TERMINATE_INVOCATION_FEATURES = 1000215000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TOOL_PROPERTIES = 1000245000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_DEMOTE_TO_HELPER_INVOCATION_FEATURES = 1000276000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PRIVATE_DATA_FEATURES = 1000295000, + VK_STRUCTURE_TYPE_DEVICE_PRIVATE_DATA_CREATE_INFO = 1000295001, + VK_STRUCTURE_TYPE_PRIVATE_DATA_SLOT_CREATE_INFO = 1000295002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PIPELINE_CREATION_CACHE_CONTROL_FEATURES = 1000297000, + VK_STRUCTURE_TYPE_MEMORY_BARRIER_2 = 1000314000, + VK_STRUCTURE_TYPE_BUFFER_MEMORY_BARRIER_2 = 1000314001, + VK_STRUCTURE_TYPE_IMAGE_MEMORY_BARRIER_2 = 1000314002, + VK_STRUCTURE_TYPE_DEPENDENCY_INFO = 1000314003, + VK_STRUCTURE_TYPE_SUBMIT_INFO_2 = 1000314004, + VK_STRUCTURE_TYPE_SEMAPHORE_SUBMIT_INFO = 1000314005, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_SUBMIT_INFO = 1000314006, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SYNCHRONIZATION_2_FEATURES = 1000314007, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ZERO_INITIALIZE_WORKGROUP_MEMORY_FEATURES = 1000325000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_ROBUSTNESS_FEATURES = 1000335000, + VK_STRUCTURE_TYPE_COPY_BUFFER_INFO_2 = 1000337000, + VK_STRUCTURE_TYPE_COPY_IMAGE_INFO_2 = 1000337001, + VK_STRUCTURE_TYPE_COPY_BUFFER_TO_IMAGE_INFO_2 = 1000337002, + VK_STRUCTURE_TYPE_COPY_IMAGE_TO_BUFFER_INFO_2 = 1000337003, + VK_STRUCTURE_TYPE_BLIT_IMAGE_INFO_2 = 1000337004, + VK_STRUCTURE_TYPE_RESOLVE_IMAGE_INFO_2 = 1000337005, + VK_STRUCTURE_TYPE_BUFFER_COPY_2 = 1000337006, + VK_STRUCTURE_TYPE_IMAGE_COPY_2 = 1000337007, + VK_STRUCTURE_TYPE_IMAGE_BLIT_2 = 1000337008, + VK_STRUCTURE_TYPE_BUFFER_IMAGE_COPY_2 = 1000337009, + VK_STRUCTURE_TYPE_IMAGE_RESOLVE_2 = 1000337010, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_SIZE_CONTROL_PROPERTIES = 1000225000, + VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_REQUIRED_SUBGROUP_SIZE_CREATE_INFO = 1000225001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_SIZE_CONTROL_FEATURES = 1000225002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INLINE_UNIFORM_BLOCK_FEATURES = 1000138000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INLINE_UNIFORM_BLOCK_PROPERTIES = 1000138001, + VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET_INLINE_UNIFORM_BLOCK = 1000138002, + VK_STRUCTURE_TYPE_DESCRIPTOR_POOL_INLINE_UNIFORM_BLOCK_CREATE_INFO = 1000138003, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TEXTURE_COMPRESSION_ASTC_HDR_FEATURES = 1000066000, + VK_STRUCTURE_TYPE_RENDERING_INFO = 1000044000, + VK_STRUCTURE_TYPE_RENDERING_ATTACHMENT_INFO = 1000044001, + VK_STRUCTURE_TYPE_PIPELINE_RENDERING_CREATE_INFO = 1000044002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DYNAMIC_RENDERING_FEATURES = 1000044003, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_RENDERING_INFO = 1000044004, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_INTEGER_DOT_PRODUCT_FEATURES = 1000280000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_INTEGER_DOT_PRODUCT_PROPERTIES = 1000280001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TEXEL_BUFFER_ALIGNMENT_PROPERTIES = 1000281001, + VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_3 = 1000360000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_4_FEATURES = 1000413000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_4_PROPERTIES = 1000413001, + VK_STRUCTURE_TYPE_DEVICE_BUFFER_MEMORY_REQUIREMENTS = 1000413002, + VK_STRUCTURE_TYPE_DEVICE_IMAGE_MEMORY_REQUIREMENTS = 1000413003, + VK_STRUCTURE_TYPE_SWAPCHAIN_CREATE_INFO_KHR = 1000001000, + VK_STRUCTURE_TYPE_PRESENT_INFO_KHR = 1000001001, + VK_STRUCTURE_TYPE_DEVICE_GROUP_PRESENT_CAPABILITIES_KHR = 1000060007, + VK_STRUCTURE_TYPE_IMAGE_SWAPCHAIN_CREATE_INFO_KHR = 1000060008, + VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_SWAPCHAIN_INFO_KHR = 1000060009, + VK_STRUCTURE_TYPE_ACQUIRE_NEXT_IMAGE_INFO_KHR = 1000060010, + VK_STRUCTURE_TYPE_DEVICE_GROUP_PRESENT_INFO_KHR = 1000060011, + VK_STRUCTURE_TYPE_DEVICE_GROUP_SWAPCHAIN_CREATE_INFO_KHR = 1000060012, + VK_STRUCTURE_TYPE_DISPLAY_MODE_CREATE_INFO_KHR = 1000002000, + VK_STRUCTURE_TYPE_DISPLAY_SURFACE_CREATE_INFO_KHR = 1000002001, + VK_STRUCTURE_TYPE_DISPLAY_PRESENT_INFO_KHR = 1000003000, + VK_STRUCTURE_TYPE_XLIB_SURFACE_CREATE_INFO_KHR = 1000004000, + VK_STRUCTURE_TYPE_XCB_SURFACE_CREATE_INFO_KHR = 1000005000, + VK_STRUCTURE_TYPE_WAYLAND_SURFACE_CREATE_INFO_KHR = 1000006000, + VK_STRUCTURE_TYPE_ANDROID_SURFACE_CREATE_INFO_KHR = 1000008000, + VK_STRUCTURE_TYPE_WIN32_SURFACE_CREATE_INFO_KHR = 1000009000, + VK_STRUCTURE_TYPE_DEBUG_REPORT_CALLBACK_CREATE_INFO_EXT = 1000011000, + VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_STATE_RASTERIZATION_ORDER_AMD = 1000018000, + VK_STRUCTURE_TYPE_DEBUG_MARKER_OBJECT_NAME_INFO_EXT = 1000022000, + VK_STRUCTURE_TYPE_DEBUG_MARKER_OBJECT_TAG_INFO_EXT = 1000022001, + VK_STRUCTURE_TYPE_DEBUG_MARKER_MARKER_INFO_EXT = 1000022002, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_PROFILE_KHR = 1000023000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_CAPABILITIES_KHR = 1000023001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_PICTURE_RESOURCE_KHR = 1000023002, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_GET_MEMORY_PROPERTIES_KHR = 1000023003, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_BIND_MEMORY_KHR = 1000023004, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_SESSION_CREATE_INFO_KHR = 1000023005, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_SESSION_PARAMETERS_CREATE_INFO_KHR = 1000023006, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_SESSION_PARAMETERS_UPDATE_INFO_KHR = 1000023007, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_BEGIN_CODING_INFO_KHR = 1000023008, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_END_CODING_INFO_KHR = 1000023009, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_CODING_CONTROL_INFO_KHR = 1000023010, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_REFERENCE_SLOT_KHR = 1000023011, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_QUEUE_FAMILY_PROPERTIES_2_KHR = 1000023012, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_PROFILES_KHR = 1000023013, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VIDEO_FORMAT_INFO_KHR = 1000023014, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_FORMAT_PROPERTIES_KHR = 1000023015, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_QUEUE_FAMILY_QUERY_RESULT_STATUS_PROPERTIES_2_KHR = 1000023016, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_INFO_KHR = 1000024000, +#endif + VK_STRUCTURE_TYPE_DEDICATED_ALLOCATION_IMAGE_CREATE_INFO_NV = 1000026000, + VK_STRUCTURE_TYPE_DEDICATED_ALLOCATION_BUFFER_CREATE_INFO_NV = 1000026001, + VK_STRUCTURE_TYPE_DEDICATED_ALLOCATION_MEMORY_ALLOCATE_INFO_NV = 1000026002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TRANSFORM_FEEDBACK_FEATURES_EXT = 1000028000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TRANSFORM_FEEDBACK_PROPERTIES_EXT = 1000028001, + VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_STATE_STREAM_CREATE_INFO_EXT = 1000028002, + VK_STRUCTURE_TYPE_CU_MODULE_CREATE_INFO_NVX = 1000029000, + VK_STRUCTURE_TYPE_CU_FUNCTION_CREATE_INFO_NVX = 1000029001, + VK_STRUCTURE_TYPE_CU_LAUNCH_INFO_NVX = 1000029002, + VK_STRUCTURE_TYPE_IMAGE_VIEW_HANDLE_INFO_NVX = 1000030000, + VK_STRUCTURE_TYPE_IMAGE_VIEW_ADDRESS_PROPERTIES_NVX = 1000030001, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_CAPABILITIES_EXT = 1000038000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_SESSION_CREATE_INFO_EXT = 1000038001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_SESSION_PARAMETERS_CREATE_INFO_EXT = 1000038002, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_SESSION_PARAMETERS_ADD_INFO_EXT = 1000038003, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_VCL_FRAME_INFO_EXT = 1000038004, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_DPB_SLOT_INFO_EXT = 1000038005, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_NALU_SLICE_EXT = 1000038006, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_EMIT_PICTURE_PARAMETERS_EXT = 1000038007, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_PROFILE_EXT = 1000038008, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_RATE_CONTROL_INFO_EXT = 1000038009, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H264_RATE_CONTROL_LAYER_INFO_EXT = 1000038010, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_CAPABILITIES_EXT = 1000039000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_SESSION_CREATE_INFO_EXT = 1000039001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_SESSION_PARAMETERS_CREATE_INFO_EXT = 1000039002, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_SESSION_PARAMETERS_ADD_INFO_EXT = 1000039003, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_VCL_FRAME_INFO_EXT = 1000039004, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_DPB_SLOT_INFO_EXT = 1000039005, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_NALU_SLICE_EXT = 1000039006, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_EMIT_PICTURE_PARAMETERS_EXT = 1000039007, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_PROFILE_EXT = 1000039008, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_REFERENCE_LISTS_EXT = 1000039009, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_RATE_CONTROL_INFO_EXT = 1000039010, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_H265_RATE_CONTROL_LAYER_INFO_EXT = 1000039011, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_CAPABILITIES_EXT = 1000040000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_SESSION_CREATE_INFO_EXT = 1000040001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_PICTURE_INFO_EXT = 1000040002, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_MVC_EXT = 1000040003, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_PROFILE_EXT = 1000040004, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_SESSION_PARAMETERS_CREATE_INFO_EXT = 1000040005, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_SESSION_PARAMETERS_ADD_INFO_EXT = 1000040006, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H264_DPB_SLOT_INFO_EXT = 1000040007, +#endif + VK_STRUCTURE_TYPE_TEXTURE_LOD_GATHER_FORMAT_PROPERTIES_AMD = 1000041000, + VK_STRUCTURE_TYPE_RENDERING_FRAGMENT_SHADING_RATE_ATTACHMENT_INFO_KHR = 1000044006, + VK_STRUCTURE_TYPE_RENDERING_FRAGMENT_DENSITY_MAP_ATTACHMENT_INFO_EXT = 1000044007, + VK_STRUCTURE_TYPE_ATTACHMENT_SAMPLE_COUNT_INFO_AMD = 1000044008, + VK_STRUCTURE_TYPE_MULTIVIEW_PER_VIEW_ATTRIBUTES_INFO_NVX = 1000044009, + VK_STRUCTURE_TYPE_STREAM_DESCRIPTOR_SURFACE_CREATE_INFO_GGP = 1000049000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_CORNER_SAMPLED_IMAGE_FEATURES_NV = 1000050000, + VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO_NV = 1000056000, + VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO_NV = 1000056001, + VK_STRUCTURE_TYPE_IMPORT_MEMORY_WIN32_HANDLE_INFO_NV = 1000057000, + VK_STRUCTURE_TYPE_EXPORT_MEMORY_WIN32_HANDLE_INFO_NV = 1000057001, + VK_STRUCTURE_TYPE_WIN32_KEYED_MUTEX_ACQUIRE_RELEASE_INFO_NV = 1000058000, + VK_STRUCTURE_TYPE_VALIDATION_FLAGS_EXT = 1000061000, + VK_STRUCTURE_TYPE_VI_SURFACE_CREATE_INFO_NN = 1000062000, + VK_STRUCTURE_TYPE_IMAGE_VIEW_ASTC_DECODE_MODE_EXT = 1000067000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ASTC_DECODE_FEATURES_EXT = 1000067001, + VK_STRUCTURE_TYPE_IMPORT_MEMORY_WIN32_HANDLE_INFO_KHR = 1000073000, + VK_STRUCTURE_TYPE_EXPORT_MEMORY_WIN32_HANDLE_INFO_KHR = 1000073001, + VK_STRUCTURE_TYPE_MEMORY_WIN32_HANDLE_PROPERTIES_KHR = 1000073002, + VK_STRUCTURE_TYPE_MEMORY_GET_WIN32_HANDLE_INFO_KHR = 1000073003, + VK_STRUCTURE_TYPE_IMPORT_MEMORY_FD_INFO_KHR = 1000074000, + VK_STRUCTURE_TYPE_MEMORY_FD_PROPERTIES_KHR = 1000074001, + VK_STRUCTURE_TYPE_MEMORY_GET_FD_INFO_KHR = 1000074002, + VK_STRUCTURE_TYPE_WIN32_KEYED_MUTEX_ACQUIRE_RELEASE_INFO_KHR = 1000075000, + VK_STRUCTURE_TYPE_IMPORT_SEMAPHORE_WIN32_HANDLE_INFO_KHR = 1000078000, + VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_WIN32_HANDLE_INFO_KHR = 1000078001, + VK_STRUCTURE_TYPE_D3D12_FENCE_SUBMIT_INFO_KHR = 1000078002, + VK_STRUCTURE_TYPE_SEMAPHORE_GET_WIN32_HANDLE_INFO_KHR = 1000078003, + VK_STRUCTURE_TYPE_IMPORT_SEMAPHORE_FD_INFO_KHR = 1000079000, + VK_STRUCTURE_TYPE_SEMAPHORE_GET_FD_INFO_KHR = 1000079001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PUSH_DESCRIPTOR_PROPERTIES_KHR = 1000080000, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_CONDITIONAL_RENDERING_INFO_EXT = 1000081000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_CONDITIONAL_RENDERING_FEATURES_EXT = 1000081001, + VK_STRUCTURE_TYPE_CONDITIONAL_RENDERING_BEGIN_INFO_EXT = 1000081002, + VK_STRUCTURE_TYPE_PRESENT_REGIONS_KHR = 1000084000, + VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_W_SCALING_STATE_CREATE_INFO_NV = 1000087000, + VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES_2_EXT = 1000090000, + VK_STRUCTURE_TYPE_DISPLAY_POWER_INFO_EXT = 1000091000, + VK_STRUCTURE_TYPE_DEVICE_EVENT_INFO_EXT = 1000091001, + VK_STRUCTURE_TYPE_DISPLAY_EVENT_INFO_EXT = 1000091002, + VK_STRUCTURE_TYPE_SWAPCHAIN_COUNTER_CREATE_INFO_EXT = 1000091003, + VK_STRUCTURE_TYPE_PRESENT_TIMES_INFO_GOOGLE = 1000092000, VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_PER_VIEW_ATTRIBUTES_PROPERTIES_NVX = 1000097000, - VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_SWIZZLE_STATE_CREATE_INFO_NV = 1000098000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DISCARD_RECTANGLE_PROPERTIES_EXT = 1000099000, - VK_STRUCTURE_TYPE_PIPELINE_DISCARD_RECTANGLE_STATE_CREATE_INFO_EXT = 1000099001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_CONSERVATIVE_RASTERIZATION_PROPERTIES_EXT = 1000101000, - VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_CONSERVATIVE_STATE_CREATE_INFO_EXT = 1000101001, - VK_STRUCTURE_TYPE_HDR_METADATA_EXT = 1000105000, - VK_STRUCTURE_TYPE_SHARED_PRESENT_SURFACE_CAPABILITIES_KHR = 1000111000, - VK_STRUCTURE_TYPE_IMPORT_FENCE_WIN32_HANDLE_INFO_KHR = 1000114000, - VK_STRUCTURE_TYPE_EXPORT_FENCE_WIN32_HANDLE_INFO_KHR = 1000114001, - VK_STRUCTURE_TYPE_FENCE_GET_WIN32_HANDLE_INFO_KHR = 1000114002, - VK_STRUCTURE_TYPE_IMPORT_FENCE_FD_INFO_KHR = 1000115000, - VK_STRUCTURE_TYPE_FENCE_GET_FD_INFO_KHR = 1000115001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SURFACE_INFO_2_KHR = 1000119000, - VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES_2_KHR = 1000119001, - VK_STRUCTURE_TYPE_SURFACE_FORMAT_2_KHR = 1000119002, - VK_STRUCTURE_TYPE_IOS_SURFACE_CREATE_INFO_MVK = 1000122000, - VK_STRUCTURE_TYPE_MACOS_SURFACE_CREATE_INFO_MVK = 1000123000, - VK_STRUCTURE_TYPE_DEBUG_UTILS_OBJECT_NAME_INFO_EXT = 1000128000, - VK_STRUCTURE_TYPE_DEBUG_UTILS_OBJECT_TAG_INFO_EXT = 1000128001, - VK_STRUCTURE_TYPE_DEBUG_UTILS_LABEL_EXT = 1000128002, - VK_STRUCTURE_TYPE_DEBUG_UTILS_MESSENGER_CALLBACK_DATA_EXT = 1000128003, - VK_STRUCTURE_TYPE_DEBUG_UTILS_MESSENGER_CREATE_INFO_EXT = 1000128004, - VK_STRUCTURE_TYPE_ANDROID_HARDWARE_BUFFER_USAGE_ANDROID = 1000129000, - VK_STRUCTURE_TYPE_ANDROID_HARDWARE_BUFFER_PROPERTIES_ANDROID = 1000129001, - VK_STRUCTURE_TYPE_ANDROID_HARDWARE_BUFFER_FORMAT_PROPERTIES_ANDROID = 1000129002, - VK_STRUCTURE_TYPE_IMPORT_ANDROID_HARDWARE_BUFFER_INFO_ANDROID = 1000129003, - VK_STRUCTURE_TYPE_MEMORY_GET_ANDROID_HARDWARE_BUFFER_INFO_ANDROID = 1000129004, - VK_STRUCTURE_TYPE_EXTERNAL_FORMAT_ANDROID = 1000129005, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_FILTER_MINMAX_PROPERTIES_EXT = 1000130000, - VK_STRUCTURE_TYPE_SAMPLER_REDUCTION_MODE_CREATE_INFO_EXT = 1000130001, - VK_STRUCTURE_TYPE_SAMPLE_LOCATIONS_INFO_EXT = 1000143000, - VK_STRUCTURE_TYPE_RENDER_PASS_SAMPLE_LOCATIONS_BEGIN_INFO_EXT = 1000143001, - VK_STRUCTURE_TYPE_PIPELINE_SAMPLE_LOCATIONS_STATE_CREATE_INFO_EXT = 1000143002, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLE_LOCATIONS_PROPERTIES_EXT = 1000143003, - VK_STRUCTURE_TYPE_MULTISAMPLE_PROPERTIES_EXT = 1000143004, - VK_STRUCTURE_TYPE_IMAGE_FORMAT_LIST_CREATE_INFO_KHR = 1000147000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BLEND_OPERATION_ADVANCED_FEATURES_EXT = 1000148000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BLEND_OPERATION_ADVANCED_PROPERTIES_EXT = 1000148001, - VK_STRUCTURE_TYPE_PIPELINE_COLOR_BLEND_ADVANCED_STATE_CREATE_INFO_EXT = 1000148002, - VK_STRUCTURE_TYPE_PIPELINE_COVERAGE_TO_COLOR_STATE_CREATE_INFO_NV = 1000149000, - VK_STRUCTURE_TYPE_PIPELINE_COVERAGE_MODULATION_STATE_CREATE_INFO_NV = 1000152000, - VK_STRUCTURE_TYPE_VALIDATION_CACHE_CREATE_INFO_EXT = 1000160000, - VK_STRUCTURE_TYPE_SHADER_MODULE_VALIDATION_CACHE_CREATE_INFO_EXT = 1000160001, - VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_BINDING_FLAGS_CREATE_INFO_EXT = 1000161000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_FEATURES_EXT = 1000161001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_PROPERTIES_EXT = 1000161002, - VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_ALLOCATE_INFO_EXT = 1000161003, - VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_LAYOUT_SUPPORT_EXT = 1000161004, - VK_STRUCTURE_TYPE_DEVICE_QUEUE_GLOBAL_PRIORITY_CREATE_INFO_EXT = 1000174000, - VK_STRUCTURE_TYPE_IMPORT_MEMORY_HOST_POINTER_INFO_EXT = 1000178000, - VK_STRUCTURE_TYPE_MEMORY_HOST_POINTER_PROPERTIES_EXT = 1000178001, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_MEMORY_HOST_PROPERTIES_EXT = 1000178002, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_CORE_PROPERTIES_AMD = 1000185000, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VERTEX_ATTRIBUTE_DIVISOR_PROPERTIES_EXT = 1000190000, - VK_STRUCTURE_TYPE_PIPELINE_VERTEX_INPUT_DIVISOR_STATE_CREATE_INFO_EXT = 1000190001, - VK_STRUCTURE_TYPE_RENDER_PASS_MULTIVIEW_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_RENDER_PASS_MULTIVIEW_CREATE_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_FEATURES, + VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_SWIZZLE_STATE_CREATE_INFO_NV = 1000098000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DISCARD_RECTANGLE_PROPERTIES_EXT = 1000099000, + VK_STRUCTURE_TYPE_PIPELINE_DISCARD_RECTANGLE_STATE_CREATE_INFO_EXT = 1000099001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_CONSERVATIVE_RASTERIZATION_PROPERTIES_EXT = 1000101000, + VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_CONSERVATIVE_STATE_CREATE_INFO_EXT = 1000101001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEPTH_CLIP_ENABLE_FEATURES_EXT = 1000102000, + VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_DEPTH_CLIP_STATE_CREATE_INFO_EXT = 1000102001, + VK_STRUCTURE_TYPE_HDR_METADATA_EXT = 1000105000, + VK_STRUCTURE_TYPE_SHARED_PRESENT_SURFACE_CAPABILITIES_KHR = 1000111000, + VK_STRUCTURE_TYPE_IMPORT_FENCE_WIN32_HANDLE_INFO_KHR = 1000114000, + VK_STRUCTURE_TYPE_EXPORT_FENCE_WIN32_HANDLE_INFO_KHR = 1000114001, + VK_STRUCTURE_TYPE_FENCE_GET_WIN32_HANDLE_INFO_KHR = 1000114002, + VK_STRUCTURE_TYPE_IMPORT_FENCE_FD_INFO_KHR = 1000115000, + VK_STRUCTURE_TYPE_FENCE_GET_FD_INFO_KHR = 1000115001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PERFORMANCE_QUERY_FEATURES_KHR = 1000116000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PERFORMANCE_QUERY_PROPERTIES_KHR = 1000116001, + VK_STRUCTURE_TYPE_QUERY_POOL_PERFORMANCE_CREATE_INFO_KHR = 1000116002, + VK_STRUCTURE_TYPE_PERFORMANCE_QUERY_SUBMIT_INFO_KHR = 1000116003, + VK_STRUCTURE_TYPE_ACQUIRE_PROFILING_LOCK_INFO_KHR = 1000116004, + VK_STRUCTURE_TYPE_PERFORMANCE_COUNTER_KHR = 1000116005, + VK_STRUCTURE_TYPE_PERFORMANCE_COUNTER_DESCRIPTION_KHR = 1000116006, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SURFACE_INFO_2_KHR = 1000119000, + VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES_2_KHR = 1000119001, + VK_STRUCTURE_TYPE_SURFACE_FORMAT_2_KHR = 1000119002, + VK_STRUCTURE_TYPE_DISPLAY_PROPERTIES_2_KHR = 1000121000, + VK_STRUCTURE_TYPE_DISPLAY_PLANE_PROPERTIES_2_KHR = 1000121001, + VK_STRUCTURE_TYPE_DISPLAY_MODE_PROPERTIES_2_KHR = 1000121002, + VK_STRUCTURE_TYPE_DISPLAY_PLANE_INFO_2_KHR = 1000121003, + VK_STRUCTURE_TYPE_DISPLAY_PLANE_CAPABILITIES_2_KHR = 1000121004, + VK_STRUCTURE_TYPE_IOS_SURFACE_CREATE_INFO_MVK = 1000122000, + VK_STRUCTURE_TYPE_MACOS_SURFACE_CREATE_INFO_MVK = 1000123000, + VK_STRUCTURE_TYPE_DEBUG_UTILS_OBJECT_NAME_INFO_EXT = 1000128000, + VK_STRUCTURE_TYPE_DEBUG_UTILS_OBJECT_TAG_INFO_EXT = 1000128001, + VK_STRUCTURE_TYPE_DEBUG_UTILS_LABEL_EXT = 1000128002, + VK_STRUCTURE_TYPE_DEBUG_UTILS_MESSENGER_CALLBACK_DATA_EXT = 1000128003, + VK_STRUCTURE_TYPE_DEBUG_UTILS_MESSENGER_CREATE_INFO_EXT = 1000128004, + VK_STRUCTURE_TYPE_ANDROID_HARDWARE_BUFFER_USAGE_ANDROID = 1000129000, + VK_STRUCTURE_TYPE_ANDROID_HARDWARE_BUFFER_PROPERTIES_ANDROID = 1000129001, + VK_STRUCTURE_TYPE_ANDROID_HARDWARE_BUFFER_FORMAT_PROPERTIES_ANDROID = 1000129002, + VK_STRUCTURE_TYPE_IMPORT_ANDROID_HARDWARE_BUFFER_INFO_ANDROID = 1000129003, + VK_STRUCTURE_TYPE_MEMORY_GET_ANDROID_HARDWARE_BUFFER_INFO_ANDROID = 1000129004, + VK_STRUCTURE_TYPE_EXTERNAL_FORMAT_ANDROID = 1000129005, + VK_STRUCTURE_TYPE_ANDROID_HARDWARE_BUFFER_FORMAT_PROPERTIES_2_ANDROID = 1000129006, + VK_STRUCTURE_TYPE_SAMPLE_LOCATIONS_INFO_EXT = 1000143000, + VK_STRUCTURE_TYPE_RENDER_PASS_SAMPLE_LOCATIONS_BEGIN_INFO_EXT = 1000143001, + VK_STRUCTURE_TYPE_PIPELINE_SAMPLE_LOCATIONS_STATE_CREATE_INFO_EXT = 1000143002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLE_LOCATIONS_PROPERTIES_EXT = 1000143003, + VK_STRUCTURE_TYPE_MULTISAMPLE_PROPERTIES_EXT = 1000143004, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BLEND_OPERATION_ADVANCED_FEATURES_EXT = 1000148000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BLEND_OPERATION_ADVANCED_PROPERTIES_EXT = 1000148001, + VK_STRUCTURE_TYPE_PIPELINE_COLOR_BLEND_ADVANCED_STATE_CREATE_INFO_EXT = 1000148002, + VK_STRUCTURE_TYPE_PIPELINE_COVERAGE_TO_COLOR_STATE_CREATE_INFO_NV = 1000149000, + VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET_ACCELERATION_STRUCTURE_KHR = 1000150007, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_BUILD_GEOMETRY_INFO_KHR = 1000150000, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_DEVICE_ADDRESS_INFO_KHR = 1000150002, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_GEOMETRY_AABBS_DATA_KHR = 1000150003, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_GEOMETRY_INSTANCES_DATA_KHR = 1000150004, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_GEOMETRY_TRIANGLES_DATA_KHR = 1000150005, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_GEOMETRY_KHR = 1000150006, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_VERSION_INFO_KHR = 1000150009, + VK_STRUCTURE_TYPE_COPY_ACCELERATION_STRUCTURE_INFO_KHR = 1000150010, + VK_STRUCTURE_TYPE_COPY_ACCELERATION_STRUCTURE_TO_MEMORY_INFO_KHR = 1000150011, + VK_STRUCTURE_TYPE_COPY_MEMORY_TO_ACCELERATION_STRUCTURE_INFO_KHR = 1000150012, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ACCELERATION_STRUCTURE_FEATURES_KHR = 1000150013, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ACCELERATION_STRUCTURE_PROPERTIES_KHR = 1000150014, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_CREATE_INFO_KHR = 1000150017, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_BUILD_SIZES_INFO_KHR = 1000150020, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_RAY_TRACING_PIPELINE_FEATURES_KHR = 1000347000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_RAY_TRACING_PIPELINE_PROPERTIES_KHR = 1000347001, + VK_STRUCTURE_TYPE_RAY_TRACING_PIPELINE_CREATE_INFO_KHR = 1000150015, + VK_STRUCTURE_TYPE_RAY_TRACING_SHADER_GROUP_CREATE_INFO_KHR = 1000150016, + VK_STRUCTURE_TYPE_RAY_TRACING_PIPELINE_INTERFACE_CREATE_INFO_KHR = 1000150018, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_RAY_QUERY_FEATURES_KHR = 1000348013, + VK_STRUCTURE_TYPE_PIPELINE_COVERAGE_MODULATION_STATE_CREATE_INFO_NV = 1000152000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_SM_BUILTINS_FEATURES_NV = 1000154000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_SM_BUILTINS_PROPERTIES_NV = 1000154001, + VK_STRUCTURE_TYPE_DRM_FORMAT_MODIFIER_PROPERTIES_LIST_EXT = 1000158000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_DRM_FORMAT_MODIFIER_INFO_EXT = 1000158002, + VK_STRUCTURE_TYPE_IMAGE_DRM_FORMAT_MODIFIER_LIST_CREATE_INFO_EXT = 1000158003, + VK_STRUCTURE_TYPE_IMAGE_DRM_FORMAT_MODIFIER_EXPLICIT_CREATE_INFO_EXT = 1000158004, + VK_STRUCTURE_TYPE_IMAGE_DRM_FORMAT_MODIFIER_PROPERTIES_EXT = 1000158005, + VK_STRUCTURE_TYPE_DRM_FORMAT_MODIFIER_PROPERTIES_LIST_2_EXT = 1000158006, + VK_STRUCTURE_TYPE_VALIDATION_CACHE_CREATE_INFO_EXT = 1000160000, + VK_STRUCTURE_TYPE_SHADER_MODULE_VALIDATION_CACHE_CREATE_INFO_EXT = 1000160001, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PORTABILITY_SUBSET_FEATURES_KHR = 1000163000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PORTABILITY_SUBSET_PROPERTIES_KHR = 1000163001, +#endif + VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_SHADING_RATE_IMAGE_STATE_CREATE_INFO_NV = 1000164000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADING_RATE_IMAGE_FEATURES_NV = 1000164001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADING_RATE_IMAGE_PROPERTIES_NV = 1000164002, + VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_COARSE_SAMPLE_ORDER_STATE_CREATE_INFO_NV = 1000164005, + VK_STRUCTURE_TYPE_RAY_TRACING_PIPELINE_CREATE_INFO_NV = 1000165000, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_CREATE_INFO_NV = 1000165001, + VK_STRUCTURE_TYPE_GEOMETRY_NV = 1000165003, + VK_STRUCTURE_TYPE_GEOMETRY_TRIANGLES_NV = 1000165004, + VK_STRUCTURE_TYPE_GEOMETRY_AABB_NV = 1000165005, + VK_STRUCTURE_TYPE_BIND_ACCELERATION_STRUCTURE_MEMORY_INFO_NV = 1000165006, + VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET_ACCELERATION_STRUCTURE_NV = 1000165007, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_MEMORY_REQUIREMENTS_INFO_NV = 1000165008, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_RAY_TRACING_PROPERTIES_NV = 1000165009, + VK_STRUCTURE_TYPE_RAY_TRACING_SHADER_GROUP_CREATE_INFO_NV = 1000165011, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_INFO_NV = 1000165012, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_REPRESENTATIVE_FRAGMENT_TEST_FEATURES_NV = 1000166000, + VK_STRUCTURE_TYPE_PIPELINE_REPRESENTATIVE_FRAGMENT_TEST_STATE_CREATE_INFO_NV = 1000166001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_VIEW_IMAGE_FORMAT_INFO_EXT = 1000170000, + VK_STRUCTURE_TYPE_FILTER_CUBIC_IMAGE_VIEW_IMAGE_FORMAT_PROPERTIES_EXT = 1000170001, + VK_STRUCTURE_TYPE_IMPORT_MEMORY_HOST_POINTER_INFO_EXT = 1000178000, + VK_STRUCTURE_TYPE_MEMORY_HOST_POINTER_PROPERTIES_EXT = 1000178001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_MEMORY_HOST_PROPERTIES_EXT = 1000178002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_CLOCK_FEATURES_KHR = 1000181000, + VK_STRUCTURE_TYPE_PIPELINE_COMPILER_CONTROL_CREATE_INFO_AMD = 1000183000, + VK_STRUCTURE_TYPE_CALIBRATED_TIMESTAMP_INFO_EXT = 1000184000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_CORE_PROPERTIES_AMD = 1000185000, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H265_CAPABILITIES_EXT = 1000187000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H265_SESSION_CREATE_INFO_EXT = 1000187001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H265_SESSION_PARAMETERS_CREATE_INFO_EXT = 1000187002, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H265_SESSION_PARAMETERS_ADD_INFO_EXT = 1000187003, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H265_PROFILE_EXT = 1000187004, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H265_PICTURE_INFO_EXT = 1000187005, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_DECODE_H265_DPB_SLOT_INFO_EXT = 1000187006, +#endif + VK_STRUCTURE_TYPE_DEVICE_QUEUE_GLOBAL_PRIORITY_CREATE_INFO_KHR = 1000174000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GLOBAL_PRIORITY_QUERY_FEATURES_KHR = 1000388000, + VK_STRUCTURE_TYPE_QUEUE_FAMILY_GLOBAL_PRIORITY_PROPERTIES_KHR = 1000388001, + VK_STRUCTURE_TYPE_DEVICE_MEMORY_OVERALLOCATION_CREATE_INFO_AMD = 1000189000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VERTEX_ATTRIBUTE_DIVISOR_PROPERTIES_EXT = 1000190000, + VK_STRUCTURE_TYPE_PIPELINE_VERTEX_INPUT_DIVISOR_STATE_CREATE_INFO_EXT = 1000190001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VERTEX_ATTRIBUTE_DIVISOR_FEATURES_EXT = 1000190002, + VK_STRUCTURE_TYPE_PRESENT_FRAME_TOKEN_GGP = 1000191000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_COMPUTE_SHADER_DERIVATIVES_FEATURES_NV = 1000201000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MESH_SHADER_FEATURES_NV = 1000202000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MESH_SHADER_PROPERTIES_NV = 1000202001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_SHADER_BARYCENTRIC_FEATURES_NV = 1000203000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_IMAGE_FOOTPRINT_FEATURES_NV = 1000204000, + VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_EXCLUSIVE_SCISSOR_STATE_CREATE_INFO_NV = 1000205000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXCLUSIVE_SCISSOR_FEATURES_NV = 1000205002, + VK_STRUCTURE_TYPE_CHECKPOINT_DATA_NV = 1000206000, + VK_STRUCTURE_TYPE_QUEUE_FAMILY_CHECKPOINT_PROPERTIES_NV = 1000206001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_INTEGER_FUNCTIONS_2_FEATURES_INTEL = 1000209000, + VK_STRUCTURE_TYPE_QUERY_POOL_PERFORMANCE_QUERY_CREATE_INFO_INTEL = 1000210000, + VK_STRUCTURE_TYPE_INITIALIZE_PERFORMANCE_API_INFO_INTEL = 1000210001, + VK_STRUCTURE_TYPE_PERFORMANCE_MARKER_INFO_INTEL = 1000210002, + VK_STRUCTURE_TYPE_PERFORMANCE_STREAM_MARKER_INFO_INTEL = 1000210003, + VK_STRUCTURE_TYPE_PERFORMANCE_OVERRIDE_INFO_INTEL = 1000210004, + VK_STRUCTURE_TYPE_PERFORMANCE_CONFIGURATION_ACQUIRE_INFO_INTEL = 1000210005, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PCI_BUS_INFO_PROPERTIES_EXT = 1000212000, + VK_STRUCTURE_TYPE_DISPLAY_NATIVE_HDR_SURFACE_CAPABILITIES_AMD = 1000213000, + VK_STRUCTURE_TYPE_SWAPCHAIN_DISPLAY_NATIVE_HDR_CREATE_INFO_AMD = 1000213001, + VK_STRUCTURE_TYPE_IMAGEPIPE_SURFACE_CREATE_INFO_FUCHSIA = 1000214000, + VK_STRUCTURE_TYPE_METAL_SURFACE_CREATE_INFO_EXT = 1000217000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_DENSITY_MAP_FEATURES_EXT = 1000218000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_DENSITY_MAP_PROPERTIES_EXT = 1000218001, + VK_STRUCTURE_TYPE_RENDER_PASS_FRAGMENT_DENSITY_MAP_CREATE_INFO_EXT = 1000218002, + VK_STRUCTURE_TYPE_FRAGMENT_SHADING_RATE_ATTACHMENT_INFO_KHR = 1000226000, + VK_STRUCTURE_TYPE_PIPELINE_FRAGMENT_SHADING_RATE_STATE_CREATE_INFO_KHR = 1000226001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_SHADING_RATE_PROPERTIES_KHR = 1000226002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_SHADING_RATE_FEATURES_KHR = 1000226003, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_SHADING_RATE_KHR = 1000226004, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_CORE_PROPERTIES_2_AMD = 1000227000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_COHERENT_MEMORY_FEATURES_AMD = 1000229000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_IMAGE_ATOMIC_INT64_FEATURES_EXT = 1000234000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_BUDGET_PROPERTIES_EXT = 1000237000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_PRIORITY_FEATURES_EXT = 1000238000, + VK_STRUCTURE_TYPE_MEMORY_PRIORITY_ALLOCATE_INFO_EXT = 1000238001, + VK_STRUCTURE_TYPE_SURFACE_PROTECTED_CAPABILITIES_KHR = 1000239000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEDICATED_ALLOCATION_IMAGE_ALIASING_FEATURES_NV = 1000240000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BUFFER_DEVICE_ADDRESS_FEATURES_EXT = 1000244000, + VK_STRUCTURE_TYPE_BUFFER_DEVICE_ADDRESS_CREATE_INFO_EXT = 1000244002, + VK_STRUCTURE_TYPE_VALIDATION_FEATURES_EXT = 1000247000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PRESENT_WAIT_FEATURES_KHR = 1000248000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_COOPERATIVE_MATRIX_FEATURES_NV = 1000249000, + VK_STRUCTURE_TYPE_COOPERATIVE_MATRIX_PROPERTIES_NV = 1000249001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_COOPERATIVE_MATRIX_PROPERTIES_NV = 1000249002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_COVERAGE_REDUCTION_MODE_FEATURES_NV = 1000250000, + VK_STRUCTURE_TYPE_PIPELINE_COVERAGE_REDUCTION_STATE_CREATE_INFO_NV = 1000250001, + VK_STRUCTURE_TYPE_FRAMEBUFFER_MIXED_SAMPLES_COMBINATION_NV = 1000250002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_SHADER_INTERLOCK_FEATURES_EXT = 1000251000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_YCBCR_IMAGE_ARRAYS_FEATURES_EXT = 1000252000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROVOKING_VERTEX_FEATURES_EXT = 1000254000, + VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_PROVOKING_VERTEX_STATE_CREATE_INFO_EXT = 1000254001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROVOKING_VERTEX_PROPERTIES_EXT = 1000254002, + VK_STRUCTURE_TYPE_SURFACE_FULL_SCREEN_EXCLUSIVE_INFO_EXT = 1000255000, + VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES_FULL_SCREEN_EXCLUSIVE_EXT = 1000255002, + VK_STRUCTURE_TYPE_SURFACE_FULL_SCREEN_EXCLUSIVE_WIN32_INFO_EXT = 1000255001, + VK_STRUCTURE_TYPE_HEADLESS_SURFACE_CREATE_INFO_EXT = 1000256000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_LINE_RASTERIZATION_FEATURES_EXT = 1000259000, + VK_STRUCTURE_TYPE_PIPELINE_RASTERIZATION_LINE_STATE_CREATE_INFO_EXT = 1000259001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_LINE_RASTERIZATION_PROPERTIES_EXT = 1000259002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_ATOMIC_FLOAT_FEATURES_EXT = 1000260000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INDEX_TYPE_UINT8_FEATURES_EXT = 1000265000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTENDED_DYNAMIC_STATE_FEATURES_EXT = 1000267000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PIPELINE_EXECUTABLE_PROPERTIES_FEATURES_KHR = 1000269000, + VK_STRUCTURE_TYPE_PIPELINE_INFO_KHR = 1000269001, + VK_STRUCTURE_TYPE_PIPELINE_EXECUTABLE_PROPERTIES_KHR = 1000269002, + VK_STRUCTURE_TYPE_PIPELINE_EXECUTABLE_INFO_KHR = 1000269003, + VK_STRUCTURE_TYPE_PIPELINE_EXECUTABLE_STATISTIC_KHR = 1000269004, + VK_STRUCTURE_TYPE_PIPELINE_EXECUTABLE_INTERNAL_REPRESENTATION_KHR = 1000269005, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_ATOMIC_FLOAT_2_FEATURES_EXT = 1000273000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEVICE_GENERATED_COMMANDS_PROPERTIES_NV = 1000277000, + VK_STRUCTURE_TYPE_GRAPHICS_SHADER_GROUP_CREATE_INFO_NV = 1000277001, + VK_STRUCTURE_TYPE_GRAPHICS_PIPELINE_SHADER_GROUPS_CREATE_INFO_NV = 1000277002, + VK_STRUCTURE_TYPE_INDIRECT_COMMANDS_LAYOUT_TOKEN_NV = 1000277003, + VK_STRUCTURE_TYPE_INDIRECT_COMMANDS_LAYOUT_CREATE_INFO_NV = 1000277004, + VK_STRUCTURE_TYPE_GENERATED_COMMANDS_INFO_NV = 1000277005, + VK_STRUCTURE_TYPE_GENERATED_COMMANDS_MEMORY_REQUIREMENTS_INFO_NV = 1000277006, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEVICE_GENERATED_COMMANDS_FEATURES_NV = 1000277007, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INHERITED_VIEWPORT_SCISSOR_FEATURES_NV = 1000278000, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_VIEWPORT_SCISSOR_INFO_NV = 1000278001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TEXEL_BUFFER_ALIGNMENT_FEATURES_EXT = 1000281000, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_RENDER_PASS_TRANSFORM_INFO_QCOM = 1000282000, + VK_STRUCTURE_TYPE_RENDER_PASS_TRANSFORM_BEGIN_INFO_QCOM = 1000282001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEVICE_MEMORY_REPORT_FEATURES_EXT = 1000284000, + VK_STRUCTURE_TYPE_DEVICE_DEVICE_MEMORY_REPORT_CREATE_INFO_EXT = 1000284001, + VK_STRUCTURE_TYPE_DEVICE_MEMORY_REPORT_CALLBACK_DATA_EXT = 1000284002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ROBUSTNESS_2_FEATURES_EXT = 1000286000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ROBUSTNESS_2_PROPERTIES_EXT = 1000286001, + VK_STRUCTURE_TYPE_SAMPLER_CUSTOM_BORDER_COLOR_CREATE_INFO_EXT = 1000287000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_CUSTOM_BORDER_COLOR_PROPERTIES_EXT = 1000287001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_CUSTOM_BORDER_COLOR_FEATURES_EXT = 1000287002, + VK_STRUCTURE_TYPE_PIPELINE_LIBRARY_CREATE_INFO_KHR = 1000290000, + VK_STRUCTURE_TYPE_PRESENT_ID_KHR = 1000294000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PRESENT_ID_FEATURES_KHR = 1000294001, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_INFO_KHR = 1000299000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_RATE_CONTROL_INFO_KHR = 1000299001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_STRUCTURE_TYPE_VIDEO_ENCODE_RATE_CONTROL_LAYER_INFO_KHR = 1000299002, +#endif + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DIAGNOSTICS_CONFIG_FEATURES_NV = 1000300000, + VK_STRUCTURE_TYPE_DEVICE_DIAGNOSTICS_CONFIG_CREATE_INFO_NV = 1000300001, + VK_STRUCTURE_TYPE_QUEUE_FAMILY_CHECKPOINT_PROPERTIES_2_NV = 1000314008, + VK_STRUCTURE_TYPE_CHECKPOINT_DATA_2_NV = 1000314009, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_SUBGROUP_UNIFORM_CONTROL_FLOW_FEATURES_KHR = 1000323000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_SHADING_RATE_ENUMS_PROPERTIES_NV = 1000326000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_SHADING_RATE_ENUMS_FEATURES_NV = 1000326001, + VK_STRUCTURE_TYPE_PIPELINE_FRAGMENT_SHADING_RATE_ENUM_STATE_CREATE_INFO_NV = 1000326002, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_GEOMETRY_MOTION_TRIANGLES_DATA_NV = 1000327000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_RAY_TRACING_MOTION_BLUR_FEATURES_NV = 1000327001, + VK_STRUCTURE_TYPE_ACCELERATION_STRUCTURE_MOTION_INFO_NV = 1000327002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_YCBCR_2_PLANE_444_FORMATS_FEATURES_EXT = 1000330000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_DENSITY_MAP_2_FEATURES_EXT = 1000332000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_DENSITY_MAP_2_PROPERTIES_EXT = 1000332001, + VK_STRUCTURE_TYPE_COPY_COMMAND_TRANSFORM_INFO_QCOM = 1000333000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_WORKGROUP_MEMORY_EXPLICIT_LAYOUT_FEATURES_KHR = 1000336000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_4444_FORMATS_FEATURES_EXT = 1000340000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_RASTERIZATION_ORDER_ATTACHMENT_ACCESS_FEATURES_ARM = 1000342000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_RGBA10X6_FORMATS_FEATURES_EXT = 1000344000, + VK_STRUCTURE_TYPE_DIRECTFB_SURFACE_CREATE_INFO_EXT = 1000346000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MUTABLE_DESCRIPTOR_TYPE_FEATURES_VALVE = 1000351000, + VK_STRUCTURE_TYPE_MUTABLE_DESCRIPTOR_TYPE_CREATE_INFO_VALVE = 1000351002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VERTEX_INPUT_DYNAMIC_STATE_FEATURES_EXT = 1000352000, + VK_STRUCTURE_TYPE_VERTEX_INPUT_BINDING_DESCRIPTION_2_EXT = 1000352001, + VK_STRUCTURE_TYPE_VERTEX_INPUT_ATTRIBUTE_DESCRIPTION_2_EXT = 1000352002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DRM_PROPERTIES_EXT = 1000353000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEPTH_CLIP_CONTROL_FEATURES_EXT = 1000355000, + VK_STRUCTURE_TYPE_PIPELINE_VIEWPORT_DEPTH_CLIP_CONTROL_CREATE_INFO_EXT = 1000355001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PRIMITIVE_TOPOLOGY_LIST_RESTART_FEATURES_EXT = 1000356000, + VK_STRUCTURE_TYPE_IMPORT_MEMORY_ZIRCON_HANDLE_INFO_FUCHSIA = 1000364000, + VK_STRUCTURE_TYPE_MEMORY_ZIRCON_HANDLE_PROPERTIES_FUCHSIA = 1000364001, + VK_STRUCTURE_TYPE_MEMORY_GET_ZIRCON_HANDLE_INFO_FUCHSIA = 1000364002, + VK_STRUCTURE_TYPE_IMPORT_SEMAPHORE_ZIRCON_HANDLE_INFO_FUCHSIA = 1000365000, + VK_STRUCTURE_TYPE_SEMAPHORE_GET_ZIRCON_HANDLE_INFO_FUCHSIA = 1000365001, + VK_STRUCTURE_TYPE_BUFFER_COLLECTION_CREATE_INFO_FUCHSIA = 1000366000, + VK_STRUCTURE_TYPE_IMPORT_MEMORY_BUFFER_COLLECTION_FUCHSIA = 1000366001, + VK_STRUCTURE_TYPE_BUFFER_COLLECTION_IMAGE_CREATE_INFO_FUCHSIA = 1000366002, + VK_STRUCTURE_TYPE_BUFFER_COLLECTION_PROPERTIES_FUCHSIA = 1000366003, + VK_STRUCTURE_TYPE_BUFFER_CONSTRAINTS_INFO_FUCHSIA = 1000366004, + VK_STRUCTURE_TYPE_BUFFER_COLLECTION_BUFFER_CREATE_INFO_FUCHSIA = 1000366005, + VK_STRUCTURE_TYPE_IMAGE_CONSTRAINTS_INFO_FUCHSIA = 1000366006, + VK_STRUCTURE_TYPE_IMAGE_FORMAT_CONSTRAINTS_INFO_FUCHSIA = 1000366007, + VK_STRUCTURE_TYPE_SYSMEM_COLOR_SPACE_FUCHSIA = 1000366008, + VK_STRUCTURE_TYPE_BUFFER_COLLECTION_CONSTRAINTS_INFO_FUCHSIA = 1000366009, + VK_STRUCTURE_TYPE_SUBPASS_SHADING_PIPELINE_CREATE_INFO_HUAWEI = 1000369000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBPASS_SHADING_FEATURES_HUAWEI = 1000369001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBPASS_SHADING_PROPERTIES_HUAWEI = 1000369002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INVOCATION_MASK_FEATURES_HUAWEI = 1000370000, + VK_STRUCTURE_TYPE_MEMORY_GET_REMOTE_ADDRESS_INFO_NV = 1000371000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_MEMORY_RDMA_FEATURES_NV = 1000371001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTENDED_DYNAMIC_STATE_2_FEATURES_EXT = 1000377000, + VK_STRUCTURE_TYPE_SCREEN_SURFACE_CREATE_INFO_QNX = 1000378000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_COLOR_WRITE_ENABLE_FEATURES_EXT = 1000381000, + VK_STRUCTURE_TYPE_PIPELINE_COLOR_WRITE_CREATE_INFO_EXT = 1000381001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_VIEW_MIN_LOD_FEATURES_EXT = 1000391000, + VK_STRUCTURE_TYPE_IMAGE_VIEW_MIN_LOD_CREATE_INFO_EXT = 1000391001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTI_DRAW_FEATURES_EXT = 1000392000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTI_DRAW_PROPERTIES_EXT = 1000392001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BORDER_COLOR_SWIZZLE_FEATURES_EXT = 1000411000, + VK_STRUCTURE_TYPE_SAMPLER_BORDER_COLOR_COMPONENT_MAPPING_CREATE_INFO_EXT = 1000411001, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PAGEABLE_DEVICE_LOCAL_MEMORY_FEATURES_EXT = 1000412000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_DENSITY_MAP_OFFSET_FEATURES_QCOM = 1000425000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FRAGMENT_DENSITY_MAP_OFFSET_PROPERTIES_QCOM = 1000425001, + VK_STRUCTURE_TYPE_SUBPASS_FRAGMENT_DENSITY_MAP_OFFSET_END_INFO_QCOM = 1000425002, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_LINEAR_COLOR_ATTACHMENT_FEATURES_NV = 1000430000, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTER_FEATURES = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTERS_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_DRAW_PARAMETER_FEATURES = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_DRAW_PARAMETERS_FEATURES, + VK_STRUCTURE_TYPE_DEBUG_REPORT_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_DEBUG_REPORT_CALLBACK_CREATE_INFO_EXT, + VK_STRUCTURE_TYPE_RENDERING_INFO_KHR = VK_STRUCTURE_TYPE_RENDERING_INFO, + VK_STRUCTURE_TYPE_RENDERING_ATTACHMENT_INFO_KHR = VK_STRUCTURE_TYPE_RENDERING_ATTACHMENT_INFO, + VK_STRUCTURE_TYPE_PIPELINE_RENDERING_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_PIPELINE_RENDERING_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DYNAMIC_RENDERING_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DYNAMIC_RENDERING_FEATURES, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_RENDERING_INFO_KHR = VK_STRUCTURE_TYPE_COMMAND_BUFFER_INHERITANCE_RENDERING_INFO, + VK_STRUCTURE_TYPE_ATTACHMENT_SAMPLE_COUNT_INFO_NV = VK_STRUCTURE_TYPE_ATTACHMENT_SAMPLE_COUNT_INFO_AMD, + VK_STRUCTURE_TYPE_RENDER_PASS_MULTIVIEW_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_RENDER_PASS_MULTIVIEW_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_FEATURES, VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MULTIVIEW_PROPERTIES, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FEATURES_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FEATURES_2, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROPERTIES_2, - VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_2, - VK_STRUCTURE_TYPE_IMAGE_FORMAT_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_IMAGE_FORMAT_PROPERTIES_2, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_FORMAT_INFO_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_FORMAT_INFO_2, - VK_STRUCTURE_TYPE_QUEUE_FAMILY_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_QUEUE_FAMILY_PROPERTIES_2, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_PROPERTIES_2, - VK_STRUCTURE_TYPE_SPARSE_IMAGE_FORMAT_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_SPARSE_IMAGE_FORMAT_PROPERTIES_2, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SPARSE_IMAGE_FORMAT_INFO_2_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SPARSE_IMAGE_FORMAT_INFO_2, - VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_FLAGS_INFO_KHR = VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_FLAGS_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FEATURES_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FEATURES_2, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PROPERTIES_2, + VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_2, + VK_STRUCTURE_TYPE_IMAGE_FORMAT_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_IMAGE_FORMAT_PROPERTIES_2, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_FORMAT_INFO_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_FORMAT_INFO_2, + VK_STRUCTURE_TYPE_QUEUE_FAMILY_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_QUEUE_FAMILY_PROPERTIES_2, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MEMORY_PROPERTIES_2, + VK_STRUCTURE_TYPE_SPARSE_IMAGE_FORMAT_PROPERTIES_2_KHR = VK_STRUCTURE_TYPE_SPARSE_IMAGE_FORMAT_PROPERTIES_2, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SPARSE_IMAGE_FORMAT_INFO_2_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SPARSE_IMAGE_FORMAT_INFO_2, + VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_FLAGS_INFO_KHR = VK_STRUCTURE_TYPE_MEMORY_ALLOCATE_FLAGS_INFO, VK_STRUCTURE_TYPE_DEVICE_GROUP_RENDER_PASS_BEGIN_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_RENDER_PASS_BEGIN_INFO, - VK_STRUCTURE_TYPE_DEVICE_GROUP_COMMAND_BUFFER_BEGIN_INFO_KHR = - VK_STRUCTURE_TYPE_DEVICE_GROUP_COMMAND_BUFFER_BEGIN_INFO, - VK_STRUCTURE_TYPE_DEVICE_GROUP_SUBMIT_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_SUBMIT_INFO, - VK_STRUCTURE_TYPE_DEVICE_GROUP_BIND_SPARSE_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_BIND_SPARSE_INFO, + VK_STRUCTURE_TYPE_DEVICE_GROUP_COMMAND_BUFFER_BEGIN_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_COMMAND_BUFFER_BEGIN_INFO, + VK_STRUCTURE_TYPE_DEVICE_GROUP_SUBMIT_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_SUBMIT_INFO, + VK_STRUCTURE_TYPE_DEVICE_GROUP_BIND_SPARSE_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_BIND_SPARSE_INFO, VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_DEVICE_GROUP_INFO_KHR = VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_DEVICE_GROUP_INFO, - VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_DEVICE_GROUP_INFO_KHR = VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_DEVICE_GROUP_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GROUP_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GROUP_PROPERTIES, - VK_STRUCTURE_TYPE_DEVICE_GROUP_DEVICE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_DEVICE_CREATE_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_IMAGE_FORMAT_INFO_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_IMAGE_FORMAT_INFO, - VK_STRUCTURE_TYPE_EXTERNAL_IMAGE_FORMAT_PROPERTIES_KHR = VK_STRUCTURE_TYPE_EXTERNAL_IMAGE_FORMAT_PROPERTIES, + VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_DEVICE_GROUP_INFO_KHR = VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_DEVICE_GROUP_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TEXTURE_COMPRESSION_ASTC_HDR_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TEXTURE_COMPRESSION_ASTC_HDR_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GROUP_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GROUP_PROPERTIES, + VK_STRUCTURE_TYPE_DEVICE_GROUP_DEVICE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_GROUP_DEVICE_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_IMAGE_FORMAT_INFO_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_IMAGE_FORMAT_INFO, + VK_STRUCTURE_TYPE_EXTERNAL_IMAGE_FORMAT_PROPERTIES_KHR = VK_STRUCTURE_TYPE_EXTERNAL_IMAGE_FORMAT_PROPERTIES, VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_BUFFER_INFO_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_BUFFER_INFO, - VK_STRUCTURE_TYPE_EXTERNAL_BUFFER_PROPERTIES_KHR = VK_STRUCTURE_TYPE_EXTERNAL_BUFFER_PROPERTIES, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ID_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ID_PROPERTIES, - VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_BUFFER_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_BUFFER_CREATE_INFO, - VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO, - VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO_KHR = VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_SEMAPHORE_INFO_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_SEMAPHORE_INFO, + VK_STRUCTURE_TYPE_EXTERNAL_BUFFER_PROPERTIES_KHR = VK_STRUCTURE_TYPE_EXTERNAL_BUFFER_PROPERTIES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ID_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ID_PROPERTIES, + VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_BUFFER_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_BUFFER_CREATE_INFO, + VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXTERNAL_MEMORY_IMAGE_CREATE_INFO, + VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO_KHR = VK_STRUCTURE_TYPE_EXPORT_MEMORY_ALLOCATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_SEMAPHORE_INFO_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_SEMAPHORE_INFO, VK_STRUCTURE_TYPE_EXTERNAL_SEMAPHORE_PROPERTIES_KHR = VK_STRUCTURE_TYPE_EXTERNAL_SEMAPHORE_PROPERTIES, - VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_CREATE_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_16BIT_STORAGE_FEATURES_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_16BIT_STORAGE_FEATURES, - VK_STRUCTURE_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_CREATE_INFO_KHR = - VK_STRUCTURE_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_CREATE_INFO, + VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXPORT_SEMAPHORE_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_FLOAT16_INT8_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_FLOAT16_INT8_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FLOAT16_INT8_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_FLOAT16_INT8_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_16BIT_STORAGE_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_16BIT_STORAGE_FEATURES, + VK_STRUCTURE_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_CREATE_INFO, + VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES2_EXT = VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES_2_EXT, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGELESS_FRAMEBUFFER_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGELESS_FRAMEBUFFER_FEATURES, + VK_STRUCTURE_TYPE_FRAMEBUFFER_ATTACHMENTS_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_FRAMEBUFFER_ATTACHMENTS_CREATE_INFO, + VK_STRUCTURE_TYPE_FRAMEBUFFER_ATTACHMENT_IMAGE_INFO_KHR = VK_STRUCTURE_TYPE_FRAMEBUFFER_ATTACHMENT_IMAGE_INFO, + VK_STRUCTURE_TYPE_RENDER_PASS_ATTACHMENT_BEGIN_INFO_KHR = VK_STRUCTURE_TYPE_RENDER_PASS_ATTACHMENT_BEGIN_INFO, + VK_STRUCTURE_TYPE_ATTACHMENT_DESCRIPTION_2_KHR = VK_STRUCTURE_TYPE_ATTACHMENT_DESCRIPTION_2, + VK_STRUCTURE_TYPE_ATTACHMENT_REFERENCE_2_KHR = VK_STRUCTURE_TYPE_ATTACHMENT_REFERENCE_2, + VK_STRUCTURE_TYPE_SUBPASS_DESCRIPTION_2_KHR = VK_STRUCTURE_TYPE_SUBPASS_DESCRIPTION_2, + VK_STRUCTURE_TYPE_SUBPASS_DEPENDENCY_2_KHR = VK_STRUCTURE_TYPE_SUBPASS_DEPENDENCY_2, + VK_STRUCTURE_TYPE_RENDER_PASS_CREATE_INFO_2_KHR = VK_STRUCTURE_TYPE_RENDER_PASS_CREATE_INFO_2, + VK_STRUCTURE_TYPE_SUBPASS_BEGIN_INFO_KHR = VK_STRUCTURE_TYPE_SUBPASS_BEGIN_INFO, + VK_STRUCTURE_TYPE_SUBPASS_END_INFO_KHR = VK_STRUCTURE_TYPE_SUBPASS_END_INFO, VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_FENCE_INFO_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_EXTERNAL_FENCE_INFO, - VK_STRUCTURE_TYPE_EXTERNAL_FENCE_PROPERTIES_KHR = VK_STRUCTURE_TYPE_EXTERNAL_FENCE_PROPERTIES, - VK_STRUCTURE_TYPE_EXPORT_FENCE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXPORT_FENCE_CREATE_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_POINT_CLIPPING_PROPERTIES_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_POINT_CLIPPING_PROPERTIES, - VK_STRUCTURE_TYPE_RENDER_PASS_INPUT_ATTACHMENT_ASPECT_CREATE_INFO_KHR = - VK_STRUCTURE_TYPE_RENDER_PASS_INPUT_ATTACHMENT_ASPECT_CREATE_INFO, + VK_STRUCTURE_TYPE_EXTERNAL_FENCE_PROPERTIES_KHR = VK_STRUCTURE_TYPE_EXTERNAL_FENCE_PROPERTIES, + VK_STRUCTURE_TYPE_EXPORT_FENCE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_EXPORT_FENCE_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_POINT_CLIPPING_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_POINT_CLIPPING_PROPERTIES, + VK_STRUCTURE_TYPE_RENDER_PASS_INPUT_ATTACHMENT_ASPECT_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_RENDER_PASS_INPUT_ATTACHMENT_ASPECT_CREATE_INFO, VK_STRUCTURE_TYPE_IMAGE_VIEW_USAGE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_IMAGE_VIEW_USAGE_CREATE_INFO, - VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_DOMAIN_ORIGIN_STATE_CREATE_INFO_KHR = - VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_DOMAIN_ORIGIN_STATE_CREATE_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTER_FEATURES_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTER_FEATURES, - VK_STRUCTURE_TYPE_MEMORY_DEDICATED_REQUIREMENTS_KHR = VK_STRUCTURE_TYPE_MEMORY_DEDICATED_REQUIREMENTS, - VK_STRUCTURE_TYPE_MEMORY_DEDICATED_ALLOCATE_INFO_KHR = VK_STRUCTURE_TYPE_MEMORY_DEDICATED_ALLOCATE_INFO, + VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_DOMAIN_ORIGIN_STATE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_PIPELINE_TESSELLATION_DOMAIN_ORIGIN_STATE_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTERS_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTERS_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTER_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VARIABLE_POINTERS_FEATURES_KHR, + VK_STRUCTURE_TYPE_MEMORY_DEDICATED_REQUIREMENTS_KHR = VK_STRUCTURE_TYPE_MEMORY_DEDICATED_REQUIREMENTS, + VK_STRUCTURE_TYPE_MEMORY_DEDICATED_ALLOCATE_INFO_KHR = VK_STRUCTURE_TYPE_MEMORY_DEDICATED_ALLOCATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_FILTER_MINMAX_PROPERTIES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_FILTER_MINMAX_PROPERTIES, + VK_STRUCTURE_TYPE_SAMPLER_REDUCTION_MODE_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_SAMPLER_REDUCTION_MODE_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INLINE_UNIFORM_BLOCK_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INLINE_UNIFORM_BLOCK_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INLINE_UNIFORM_BLOCK_PROPERTIES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_INLINE_UNIFORM_BLOCK_PROPERTIES, + VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET_INLINE_UNIFORM_BLOCK_EXT = VK_STRUCTURE_TYPE_WRITE_DESCRIPTOR_SET_INLINE_UNIFORM_BLOCK, + VK_STRUCTURE_TYPE_DESCRIPTOR_POOL_INLINE_UNIFORM_BLOCK_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_DESCRIPTOR_POOL_INLINE_UNIFORM_BLOCK_CREATE_INFO, VK_STRUCTURE_TYPE_BUFFER_MEMORY_REQUIREMENTS_INFO_2_KHR = VK_STRUCTURE_TYPE_BUFFER_MEMORY_REQUIREMENTS_INFO_2, - VK_STRUCTURE_TYPE_IMAGE_MEMORY_REQUIREMENTS_INFO_2_KHR = VK_STRUCTURE_TYPE_IMAGE_MEMORY_REQUIREMENTS_INFO_2, - VK_STRUCTURE_TYPE_IMAGE_SPARSE_MEMORY_REQUIREMENTS_INFO_2_KHR = - VK_STRUCTURE_TYPE_IMAGE_SPARSE_MEMORY_REQUIREMENTS_INFO_2, - VK_STRUCTURE_TYPE_MEMORY_REQUIREMENTS_2_KHR = VK_STRUCTURE_TYPE_MEMORY_REQUIREMENTS_2, - VK_STRUCTURE_TYPE_SPARSE_IMAGE_MEMORY_REQUIREMENTS_2_KHR = VK_STRUCTURE_TYPE_SPARSE_IMAGE_MEMORY_REQUIREMENTS_2, + VK_STRUCTURE_TYPE_IMAGE_MEMORY_REQUIREMENTS_INFO_2_KHR = VK_STRUCTURE_TYPE_IMAGE_MEMORY_REQUIREMENTS_INFO_2, + VK_STRUCTURE_TYPE_IMAGE_SPARSE_MEMORY_REQUIREMENTS_INFO_2_KHR = VK_STRUCTURE_TYPE_IMAGE_SPARSE_MEMORY_REQUIREMENTS_INFO_2, + VK_STRUCTURE_TYPE_MEMORY_REQUIREMENTS_2_KHR = VK_STRUCTURE_TYPE_MEMORY_REQUIREMENTS_2, + VK_STRUCTURE_TYPE_SPARSE_IMAGE_MEMORY_REQUIREMENTS_2_KHR = VK_STRUCTURE_TYPE_SPARSE_IMAGE_MEMORY_REQUIREMENTS_2, + VK_STRUCTURE_TYPE_IMAGE_FORMAT_LIST_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_IMAGE_FORMAT_LIST_CREATE_INFO, VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_CREATE_INFO, - VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_INFO_KHR = VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_INFO, - VK_STRUCTURE_TYPE_BIND_IMAGE_PLANE_MEMORY_INFO_KHR = VK_STRUCTURE_TYPE_BIND_IMAGE_PLANE_MEMORY_INFO, + VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_INFO_KHR = VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_INFO, + VK_STRUCTURE_TYPE_BIND_IMAGE_PLANE_MEMORY_INFO_KHR = VK_STRUCTURE_TYPE_BIND_IMAGE_PLANE_MEMORY_INFO, VK_STRUCTURE_TYPE_IMAGE_PLANE_MEMORY_REQUIREMENTS_INFO_KHR = VK_STRUCTURE_TYPE_IMAGE_PLANE_MEMORY_REQUIREMENTS_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_YCBCR_CONVERSION_FEATURES_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_YCBCR_CONVERSION_FEATURES, - VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_IMAGE_FORMAT_PROPERTIES_KHR = - VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_IMAGE_FORMAT_PROPERTIES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_YCBCR_CONVERSION_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SAMPLER_YCBCR_CONVERSION_FEATURES, + VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_IMAGE_FORMAT_PROPERTIES_KHR = VK_STRUCTURE_TYPE_SAMPLER_YCBCR_CONVERSION_IMAGE_FORMAT_PROPERTIES, VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_INFO_KHR = VK_STRUCTURE_TYPE_BIND_BUFFER_MEMORY_INFO, - VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_INFO_KHR = VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_INFO, - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_3_PROPERTIES_KHR = - VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_3_PROPERTIES, + VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_INFO_KHR = VK_STRUCTURE_TYPE_BIND_IMAGE_MEMORY_INFO, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_BINDING_FLAGS_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_BINDING_FLAGS_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_PROPERTIES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DESCRIPTOR_INDEXING_PROPERTIES, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_ALLOCATE_INFO_EXT = VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_ALLOCATE_INFO, + VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_LAYOUT_SUPPORT_EXT = VK_STRUCTURE_TYPE_DESCRIPTOR_SET_VARIABLE_DESCRIPTOR_COUNT_LAYOUT_SUPPORT, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_3_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_3_PROPERTIES, VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_SUPPORT_KHR = VK_STRUCTURE_TYPE_DESCRIPTOR_SET_LAYOUT_SUPPORT, - VK_STRUCTURE_TYPE_BEGIN_RANGE = VK_STRUCTURE_TYPE_APPLICATION_INFO, - VK_STRUCTURE_TYPE_END_RANGE = VK_STRUCTURE_TYPE_LOADER_DEVICE_CREATE_INFO, - VK_STRUCTURE_TYPE_RANGE_SIZE = - (VK_STRUCTURE_TYPE_LOADER_DEVICE_CREATE_INFO - VK_STRUCTURE_TYPE_APPLICATION_INFO + 1), + VK_STRUCTURE_TYPE_DEVICE_QUEUE_GLOBAL_PRIORITY_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_DEVICE_QUEUE_GLOBAL_PRIORITY_CREATE_INFO_KHR, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_SUBGROUP_EXTENDED_TYPES_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_SUBGROUP_EXTENDED_TYPES_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_8BIT_STORAGE_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_8BIT_STORAGE_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_ATOMIC_INT64_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_ATOMIC_INT64_FEATURES, + VK_STRUCTURE_TYPE_PIPELINE_CREATION_FEEDBACK_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_PIPELINE_CREATION_FEEDBACK_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DRIVER_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DRIVER_PROPERTIES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FLOAT_CONTROLS_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_FLOAT_CONTROLS_PROPERTIES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEPTH_STENCIL_RESOLVE_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_DEPTH_STENCIL_RESOLVE_PROPERTIES, + VK_STRUCTURE_TYPE_SUBPASS_DESCRIPTION_DEPTH_STENCIL_RESOLVE_KHR = VK_STRUCTURE_TYPE_SUBPASS_DESCRIPTION_DEPTH_STENCIL_RESOLVE, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TIMELINE_SEMAPHORE_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TIMELINE_SEMAPHORE_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TIMELINE_SEMAPHORE_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TIMELINE_SEMAPHORE_PROPERTIES, + VK_STRUCTURE_TYPE_SEMAPHORE_TYPE_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_SEMAPHORE_TYPE_CREATE_INFO, + VK_STRUCTURE_TYPE_TIMELINE_SEMAPHORE_SUBMIT_INFO_KHR = VK_STRUCTURE_TYPE_TIMELINE_SEMAPHORE_SUBMIT_INFO, + VK_STRUCTURE_TYPE_SEMAPHORE_WAIT_INFO_KHR = VK_STRUCTURE_TYPE_SEMAPHORE_WAIT_INFO, + VK_STRUCTURE_TYPE_SEMAPHORE_SIGNAL_INFO_KHR = VK_STRUCTURE_TYPE_SEMAPHORE_SIGNAL_INFO, + VK_STRUCTURE_TYPE_QUERY_POOL_CREATE_INFO_INTEL = VK_STRUCTURE_TYPE_QUERY_POOL_PERFORMANCE_QUERY_CREATE_INFO_INTEL, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_MEMORY_MODEL_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_VULKAN_MEMORY_MODEL_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_TERMINATE_INVOCATION_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_TERMINATE_INVOCATION_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SCALAR_BLOCK_LAYOUT_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SCALAR_BLOCK_LAYOUT_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_SIZE_CONTROL_PROPERTIES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_SIZE_CONTROL_PROPERTIES, + VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_REQUIRED_SUBGROUP_SIZE_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_PIPELINE_SHADER_STAGE_REQUIRED_SUBGROUP_SIZE_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_SIZE_CONTROL_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SUBGROUP_SIZE_CONTROL_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SEPARATE_DEPTH_STENCIL_LAYOUTS_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SEPARATE_DEPTH_STENCIL_LAYOUTS_FEATURES, + VK_STRUCTURE_TYPE_ATTACHMENT_REFERENCE_STENCIL_LAYOUT_KHR = VK_STRUCTURE_TYPE_ATTACHMENT_REFERENCE_STENCIL_LAYOUT, + VK_STRUCTURE_TYPE_ATTACHMENT_DESCRIPTION_STENCIL_LAYOUT_KHR = VK_STRUCTURE_TYPE_ATTACHMENT_DESCRIPTION_STENCIL_LAYOUT, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BUFFER_ADDRESS_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BUFFER_DEVICE_ADDRESS_FEATURES_EXT, + VK_STRUCTURE_TYPE_BUFFER_DEVICE_ADDRESS_INFO_EXT = VK_STRUCTURE_TYPE_BUFFER_DEVICE_ADDRESS_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TOOL_PROPERTIES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TOOL_PROPERTIES, + VK_STRUCTURE_TYPE_IMAGE_STENCIL_USAGE_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_IMAGE_STENCIL_USAGE_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_UNIFORM_BUFFER_STANDARD_LAYOUT_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_UNIFORM_BUFFER_STANDARD_LAYOUT_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BUFFER_DEVICE_ADDRESS_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_BUFFER_DEVICE_ADDRESS_FEATURES, + VK_STRUCTURE_TYPE_BUFFER_DEVICE_ADDRESS_INFO_KHR = VK_STRUCTURE_TYPE_BUFFER_DEVICE_ADDRESS_INFO, + VK_STRUCTURE_TYPE_BUFFER_OPAQUE_CAPTURE_ADDRESS_CREATE_INFO_KHR = VK_STRUCTURE_TYPE_BUFFER_OPAQUE_CAPTURE_ADDRESS_CREATE_INFO, + VK_STRUCTURE_TYPE_MEMORY_OPAQUE_CAPTURE_ADDRESS_ALLOCATE_INFO_KHR = VK_STRUCTURE_TYPE_MEMORY_OPAQUE_CAPTURE_ADDRESS_ALLOCATE_INFO, + VK_STRUCTURE_TYPE_DEVICE_MEMORY_OPAQUE_CAPTURE_ADDRESS_INFO_KHR = VK_STRUCTURE_TYPE_DEVICE_MEMORY_OPAQUE_CAPTURE_ADDRESS_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_HOST_QUERY_RESET_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_HOST_QUERY_RESET_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_DEMOTE_TO_HELPER_INVOCATION_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_DEMOTE_TO_HELPER_INVOCATION_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_INTEGER_DOT_PRODUCT_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_INTEGER_DOT_PRODUCT_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_INTEGER_DOT_PRODUCT_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SHADER_INTEGER_DOT_PRODUCT_PROPERTIES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TEXEL_BUFFER_ALIGNMENT_PROPERTIES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_TEXEL_BUFFER_ALIGNMENT_PROPERTIES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PRIVATE_DATA_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PRIVATE_DATA_FEATURES, + VK_STRUCTURE_TYPE_DEVICE_PRIVATE_DATA_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_DEVICE_PRIVATE_DATA_CREATE_INFO, + VK_STRUCTURE_TYPE_PRIVATE_DATA_SLOT_CREATE_INFO_EXT = VK_STRUCTURE_TYPE_PRIVATE_DATA_SLOT_CREATE_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PIPELINE_CREATION_CACHE_CONTROL_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PIPELINE_CREATION_CACHE_CONTROL_FEATURES, + VK_STRUCTURE_TYPE_MEMORY_BARRIER_2_KHR = VK_STRUCTURE_TYPE_MEMORY_BARRIER_2, + VK_STRUCTURE_TYPE_BUFFER_MEMORY_BARRIER_2_KHR = VK_STRUCTURE_TYPE_BUFFER_MEMORY_BARRIER_2, + VK_STRUCTURE_TYPE_IMAGE_MEMORY_BARRIER_2_KHR = VK_STRUCTURE_TYPE_IMAGE_MEMORY_BARRIER_2, + VK_STRUCTURE_TYPE_DEPENDENCY_INFO_KHR = VK_STRUCTURE_TYPE_DEPENDENCY_INFO, + VK_STRUCTURE_TYPE_SUBMIT_INFO_2_KHR = VK_STRUCTURE_TYPE_SUBMIT_INFO_2, + VK_STRUCTURE_TYPE_SEMAPHORE_SUBMIT_INFO_KHR = VK_STRUCTURE_TYPE_SEMAPHORE_SUBMIT_INFO, + VK_STRUCTURE_TYPE_COMMAND_BUFFER_SUBMIT_INFO_KHR = VK_STRUCTURE_TYPE_COMMAND_BUFFER_SUBMIT_INFO, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SYNCHRONIZATION_2_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_SYNCHRONIZATION_2_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ZERO_INITIALIZE_WORKGROUP_MEMORY_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_ZERO_INITIALIZE_WORKGROUP_MEMORY_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_ROBUSTNESS_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_IMAGE_ROBUSTNESS_FEATURES, + VK_STRUCTURE_TYPE_COPY_BUFFER_INFO_2_KHR = VK_STRUCTURE_TYPE_COPY_BUFFER_INFO_2, + VK_STRUCTURE_TYPE_COPY_IMAGE_INFO_2_KHR = VK_STRUCTURE_TYPE_COPY_IMAGE_INFO_2, + VK_STRUCTURE_TYPE_COPY_BUFFER_TO_IMAGE_INFO_2_KHR = VK_STRUCTURE_TYPE_COPY_BUFFER_TO_IMAGE_INFO_2, + VK_STRUCTURE_TYPE_COPY_IMAGE_TO_BUFFER_INFO_2_KHR = VK_STRUCTURE_TYPE_COPY_IMAGE_TO_BUFFER_INFO_2, + VK_STRUCTURE_TYPE_BLIT_IMAGE_INFO_2_KHR = VK_STRUCTURE_TYPE_BLIT_IMAGE_INFO_2, + VK_STRUCTURE_TYPE_RESOLVE_IMAGE_INFO_2_KHR = VK_STRUCTURE_TYPE_RESOLVE_IMAGE_INFO_2, + VK_STRUCTURE_TYPE_BUFFER_COPY_2_KHR = VK_STRUCTURE_TYPE_BUFFER_COPY_2, + VK_STRUCTURE_TYPE_IMAGE_COPY_2_KHR = VK_STRUCTURE_TYPE_IMAGE_COPY_2, + VK_STRUCTURE_TYPE_IMAGE_BLIT_2_KHR = VK_STRUCTURE_TYPE_IMAGE_BLIT_2, + VK_STRUCTURE_TYPE_BUFFER_IMAGE_COPY_2_KHR = VK_STRUCTURE_TYPE_BUFFER_IMAGE_COPY_2, + VK_STRUCTURE_TYPE_IMAGE_RESOLVE_2_KHR = VK_STRUCTURE_TYPE_IMAGE_RESOLVE_2, + VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_3_KHR = VK_STRUCTURE_TYPE_FORMAT_PROPERTIES_3, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GLOBAL_PRIORITY_QUERY_FEATURES_EXT = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_GLOBAL_PRIORITY_QUERY_FEATURES_KHR, + VK_STRUCTURE_TYPE_QUEUE_FAMILY_GLOBAL_PRIORITY_PROPERTIES_EXT = VK_STRUCTURE_TYPE_QUEUE_FAMILY_GLOBAL_PRIORITY_PROPERTIES_KHR, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_4_FEATURES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_4_FEATURES, + VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_4_PROPERTIES_KHR = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_MAINTENANCE_4_PROPERTIES, + VK_STRUCTURE_TYPE_DEVICE_BUFFER_MEMORY_REQUIREMENTS_KHR = VK_STRUCTURE_TYPE_DEVICE_BUFFER_MEMORY_REQUIREMENTS, + VK_STRUCTURE_TYPE_DEVICE_IMAGE_MEMORY_REQUIREMENTS_KHR = VK_STRUCTURE_TYPE_DEVICE_IMAGE_MEMORY_REQUIREMENTS, VK_STRUCTURE_TYPE_MAX_ENUM = 0x7FFFFFFF } VkStructureType; +typedef enum VkImageLayout { + VK_IMAGE_LAYOUT_UNDEFINED = 0, + VK_IMAGE_LAYOUT_GENERAL = 1, + VK_IMAGE_LAYOUT_COLOR_ATTACHMENT_OPTIMAL = 2, + VK_IMAGE_LAYOUT_DEPTH_STENCIL_ATTACHMENT_OPTIMAL = 3, + VK_IMAGE_LAYOUT_DEPTH_STENCIL_READ_ONLY_OPTIMAL = 4, + VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL = 5, + VK_IMAGE_LAYOUT_TRANSFER_SRC_OPTIMAL = 6, + VK_IMAGE_LAYOUT_TRANSFER_DST_OPTIMAL = 7, + VK_IMAGE_LAYOUT_PREINITIALIZED = 8, + VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_STENCIL_ATTACHMENT_OPTIMAL = 1000117000, + VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_STENCIL_READ_ONLY_OPTIMAL = 1000117001, + VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_OPTIMAL = 1000241000, + VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_OPTIMAL = 1000241001, + VK_IMAGE_LAYOUT_STENCIL_ATTACHMENT_OPTIMAL = 1000241002, + VK_IMAGE_LAYOUT_STENCIL_READ_ONLY_OPTIMAL = 1000241003, + VK_IMAGE_LAYOUT_READ_ONLY_OPTIMAL = 1000314000, + VK_IMAGE_LAYOUT_ATTACHMENT_OPTIMAL = 1000314001, + VK_IMAGE_LAYOUT_PRESENT_SRC_KHR = 1000001002, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_LAYOUT_VIDEO_DECODE_DST_KHR = 1000024000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_LAYOUT_VIDEO_DECODE_SRC_KHR = 1000024001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_LAYOUT_VIDEO_DECODE_DPB_KHR = 1000024002, +#endif + VK_IMAGE_LAYOUT_SHARED_PRESENT_KHR = 1000111000, + VK_IMAGE_LAYOUT_FRAGMENT_DENSITY_MAP_OPTIMAL_EXT = 1000218000, + VK_IMAGE_LAYOUT_FRAGMENT_SHADING_RATE_ATTACHMENT_OPTIMAL_KHR = 1000164003, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_LAYOUT_VIDEO_ENCODE_DST_KHR = 1000299000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_LAYOUT_VIDEO_ENCODE_SRC_KHR = 1000299001, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_LAYOUT_VIDEO_ENCODE_DPB_KHR = 1000299002, +#endif + VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_STENCIL_ATTACHMENT_OPTIMAL_KHR = VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_STENCIL_ATTACHMENT_OPTIMAL, + VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_STENCIL_READ_ONLY_OPTIMAL_KHR = VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_STENCIL_READ_ONLY_OPTIMAL, + VK_IMAGE_LAYOUT_SHADING_RATE_OPTIMAL_NV = VK_IMAGE_LAYOUT_FRAGMENT_SHADING_RATE_ATTACHMENT_OPTIMAL_KHR, + VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_OPTIMAL_KHR = VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_OPTIMAL, + VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_OPTIMAL_KHR = VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_OPTIMAL, + VK_IMAGE_LAYOUT_STENCIL_ATTACHMENT_OPTIMAL_KHR = VK_IMAGE_LAYOUT_STENCIL_ATTACHMENT_OPTIMAL, + VK_IMAGE_LAYOUT_STENCIL_READ_ONLY_OPTIMAL_KHR = VK_IMAGE_LAYOUT_STENCIL_READ_ONLY_OPTIMAL, + VK_IMAGE_LAYOUT_READ_ONLY_OPTIMAL_KHR = VK_IMAGE_LAYOUT_READ_ONLY_OPTIMAL, + VK_IMAGE_LAYOUT_ATTACHMENT_OPTIMAL_KHR = VK_IMAGE_LAYOUT_ATTACHMENT_OPTIMAL, + VK_IMAGE_LAYOUT_MAX_ENUM = 0x7FFFFFFF +} VkImageLayout; + +typedef enum VkObjectType { + VK_OBJECT_TYPE_UNKNOWN = 0, + VK_OBJECT_TYPE_INSTANCE = 1, + VK_OBJECT_TYPE_PHYSICAL_DEVICE = 2, + VK_OBJECT_TYPE_DEVICE = 3, + VK_OBJECT_TYPE_QUEUE = 4, + VK_OBJECT_TYPE_SEMAPHORE = 5, + VK_OBJECT_TYPE_COMMAND_BUFFER = 6, + VK_OBJECT_TYPE_FENCE = 7, + VK_OBJECT_TYPE_DEVICE_MEMORY = 8, + VK_OBJECT_TYPE_BUFFER = 9, + VK_OBJECT_TYPE_IMAGE = 10, + VK_OBJECT_TYPE_EVENT = 11, + VK_OBJECT_TYPE_QUERY_POOL = 12, + VK_OBJECT_TYPE_BUFFER_VIEW = 13, + VK_OBJECT_TYPE_IMAGE_VIEW = 14, + VK_OBJECT_TYPE_SHADER_MODULE = 15, + VK_OBJECT_TYPE_PIPELINE_CACHE = 16, + VK_OBJECT_TYPE_PIPELINE_LAYOUT = 17, + VK_OBJECT_TYPE_RENDER_PASS = 18, + VK_OBJECT_TYPE_PIPELINE = 19, + VK_OBJECT_TYPE_DESCRIPTOR_SET_LAYOUT = 20, + VK_OBJECT_TYPE_SAMPLER = 21, + VK_OBJECT_TYPE_DESCRIPTOR_POOL = 22, + VK_OBJECT_TYPE_DESCRIPTOR_SET = 23, + VK_OBJECT_TYPE_FRAMEBUFFER = 24, + VK_OBJECT_TYPE_COMMAND_POOL = 25, + VK_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION = 1000156000, + VK_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE = 1000085000, + VK_OBJECT_TYPE_PRIVATE_DATA_SLOT = 1000295000, + VK_OBJECT_TYPE_SURFACE_KHR = 1000000000, + VK_OBJECT_TYPE_SWAPCHAIN_KHR = 1000001000, + VK_OBJECT_TYPE_DISPLAY_KHR = 1000002000, + VK_OBJECT_TYPE_DISPLAY_MODE_KHR = 1000002001, + VK_OBJECT_TYPE_DEBUG_REPORT_CALLBACK_EXT = 1000011000, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_OBJECT_TYPE_VIDEO_SESSION_KHR = 1000023000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_OBJECT_TYPE_VIDEO_SESSION_PARAMETERS_KHR = 1000023001, +#endif + VK_OBJECT_TYPE_CU_MODULE_NVX = 1000029000, + VK_OBJECT_TYPE_CU_FUNCTION_NVX = 1000029001, + VK_OBJECT_TYPE_DEBUG_UTILS_MESSENGER_EXT = 1000128000, + VK_OBJECT_TYPE_ACCELERATION_STRUCTURE_KHR = 1000150000, + VK_OBJECT_TYPE_VALIDATION_CACHE_EXT = 1000160000, + VK_OBJECT_TYPE_ACCELERATION_STRUCTURE_NV = 1000165000, + VK_OBJECT_TYPE_PERFORMANCE_CONFIGURATION_INTEL = 1000210000, + VK_OBJECT_TYPE_DEFERRED_OPERATION_KHR = 1000268000, + VK_OBJECT_TYPE_INDIRECT_COMMANDS_LAYOUT_NV = 1000277000, + VK_OBJECT_TYPE_BUFFER_COLLECTION_FUCHSIA = 1000366000, + VK_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_KHR = VK_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE, + VK_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_KHR = VK_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION, + VK_OBJECT_TYPE_PRIVATE_DATA_SLOT_EXT = VK_OBJECT_TYPE_PRIVATE_DATA_SLOT, + VK_OBJECT_TYPE_MAX_ENUM = 0x7FFFFFFF +} VkObjectType; + +typedef enum VkPipelineCacheHeaderVersion { + VK_PIPELINE_CACHE_HEADER_VERSION_ONE = 1, + VK_PIPELINE_CACHE_HEADER_VERSION_MAX_ENUM = 0x7FFFFFFF +} VkPipelineCacheHeaderVersion; + +typedef enum VkVendorId { + VK_VENDOR_ID_VIV = 0x10001, + VK_VENDOR_ID_VSI = 0x10002, + VK_VENDOR_ID_KAZAN = 0x10003, + VK_VENDOR_ID_CODEPLAY = 0x10004, + VK_VENDOR_ID_MESA = 0x10005, + VK_VENDOR_ID_POCL = 0x10006, + VK_VENDOR_ID_MAX_ENUM = 0x7FFFFFFF +} VkVendorId; + typedef enum VkSystemAllocationScope { - VK_SYSTEM_ALLOCATION_SCOPE_COMMAND = 0, - VK_SYSTEM_ALLOCATION_SCOPE_OBJECT = 1, - VK_SYSTEM_ALLOCATION_SCOPE_CACHE = 2, - VK_SYSTEM_ALLOCATION_SCOPE_DEVICE = 3, - VK_SYSTEM_ALLOCATION_SCOPE_INSTANCE = 4, - VK_SYSTEM_ALLOCATION_SCOPE_BEGIN_RANGE = VK_SYSTEM_ALLOCATION_SCOPE_COMMAND, - VK_SYSTEM_ALLOCATION_SCOPE_END_RANGE = VK_SYSTEM_ALLOCATION_SCOPE_INSTANCE, - VK_SYSTEM_ALLOCATION_SCOPE_RANGE_SIZE = - (VK_SYSTEM_ALLOCATION_SCOPE_INSTANCE - VK_SYSTEM_ALLOCATION_SCOPE_COMMAND + 1), + VK_SYSTEM_ALLOCATION_SCOPE_COMMAND = 0, + VK_SYSTEM_ALLOCATION_SCOPE_OBJECT = 1, + VK_SYSTEM_ALLOCATION_SCOPE_CACHE = 2, + VK_SYSTEM_ALLOCATION_SCOPE_DEVICE = 3, + VK_SYSTEM_ALLOCATION_SCOPE_INSTANCE = 4, VK_SYSTEM_ALLOCATION_SCOPE_MAX_ENUM = 0x7FFFFFFF } VkSystemAllocationScope; typedef enum VkInternalAllocationType { - VK_INTERNAL_ALLOCATION_TYPE_EXECUTABLE = 0, - VK_INTERNAL_ALLOCATION_TYPE_BEGIN_RANGE = VK_INTERNAL_ALLOCATION_TYPE_EXECUTABLE, - VK_INTERNAL_ALLOCATION_TYPE_END_RANGE = VK_INTERNAL_ALLOCATION_TYPE_EXECUTABLE, - VK_INTERNAL_ALLOCATION_TYPE_RANGE_SIZE = - (VK_INTERNAL_ALLOCATION_TYPE_EXECUTABLE - VK_INTERNAL_ALLOCATION_TYPE_EXECUTABLE + 1), + VK_INTERNAL_ALLOCATION_TYPE_EXECUTABLE = 0, VK_INTERNAL_ALLOCATION_TYPE_MAX_ENUM = 0x7FFFFFFF } VkInternalAllocationType; typedef enum VkFormat { - VK_FORMAT_UNDEFINED = 0, - VK_FORMAT_R4G4_UNORM_PACK8 = 1, - VK_FORMAT_R4G4B4A4_UNORM_PACK16 = 2, - VK_FORMAT_B4G4R4A4_UNORM_PACK16 = 3, - VK_FORMAT_R5G6B5_UNORM_PACK16 = 4, - VK_FORMAT_B5G6R5_UNORM_PACK16 = 5, - VK_FORMAT_R5G5B5A1_UNORM_PACK16 = 6, - VK_FORMAT_B5G5R5A1_UNORM_PACK16 = 7, - VK_FORMAT_A1R5G5B5_UNORM_PACK16 = 8, - VK_FORMAT_R8_UNORM = 9, - VK_FORMAT_R8_SNORM = 10, - VK_FORMAT_R8_USCALED = 11, - VK_FORMAT_R8_SSCALED = 12, - VK_FORMAT_R8_UINT = 13, - VK_FORMAT_R8_SINT = 14, - VK_FORMAT_R8_SRGB = 15, - VK_FORMAT_R8G8_UNORM = 16, - VK_FORMAT_R8G8_SNORM = 17, - VK_FORMAT_R8G8_USCALED = 18, - VK_FORMAT_R8G8_SSCALED = 19, - VK_FORMAT_R8G8_UINT = 20, - VK_FORMAT_R8G8_SINT = 21, - VK_FORMAT_R8G8_SRGB = 22, - VK_FORMAT_R8G8B8_UNORM = 23, - VK_FORMAT_R8G8B8_SNORM = 24, - VK_FORMAT_R8G8B8_USCALED = 25, - VK_FORMAT_R8G8B8_SSCALED = 26, - VK_FORMAT_R8G8B8_UINT = 27, - VK_FORMAT_R8G8B8_SINT = 28, - VK_FORMAT_R8G8B8_SRGB = 29, - VK_FORMAT_B8G8R8_UNORM = 30, - VK_FORMAT_B8G8R8_SNORM = 31, - VK_FORMAT_B8G8R8_USCALED = 32, - VK_FORMAT_B8G8R8_SSCALED = 33, - VK_FORMAT_B8G8R8_UINT = 34, - VK_FORMAT_B8G8R8_SINT = 35, - VK_FORMAT_B8G8R8_SRGB = 36, - VK_FORMAT_R8G8B8A8_UNORM = 37, - VK_FORMAT_R8G8B8A8_SNORM = 38, - VK_FORMAT_R8G8B8A8_USCALED = 39, - VK_FORMAT_R8G8B8A8_SSCALED = 40, - VK_FORMAT_R8G8B8A8_UINT = 41, - VK_FORMAT_R8G8B8A8_SINT = 42, - VK_FORMAT_R8G8B8A8_SRGB = 43, - VK_FORMAT_B8G8R8A8_UNORM = 44, - VK_FORMAT_B8G8R8A8_SNORM = 45, - VK_FORMAT_B8G8R8A8_USCALED = 46, - VK_FORMAT_B8G8R8A8_SSCALED = 47, - VK_FORMAT_B8G8R8A8_UINT = 48, - VK_FORMAT_B8G8R8A8_SINT = 49, - VK_FORMAT_B8G8R8A8_SRGB = 50, - VK_FORMAT_A8B8G8R8_UNORM_PACK32 = 51, - VK_FORMAT_A8B8G8R8_SNORM_PACK32 = 52, - VK_FORMAT_A8B8G8R8_USCALED_PACK32 = 53, - VK_FORMAT_A8B8G8R8_SSCALED_PACK32 = 54, - VK_FORMAT_A8B8G8R8_UINT_PACK32 = 55, - VK_FORMAT_A8B8G8R8_SINT_PACK32 = 56, - VK_FORMAT_A8B8G8R8_SRGB_PACK32 = 57, - VK_FORMAT_A2R10G10B10_UNORM_PACK32 = 58, - VK_FORMAT_A2R10G10B10_SNORM_PACK32 = 59, - VK_FORMAT_A2R10G10B10_USCALED_PACK32 = 60, - VK_FORMAT_A2R10G10B10_SSCALED_PACK32 = 61, - VK_FORMAT_A2R10G10B10_UINT_PACK32 = 62, - VK_FORMAT_A2R10G10B10_SINT_PACK32 = 63, - VK_FORMAT_A2B10G10R10_UNORM_PACK32 = 64, - VK_FORMAT_A2B10G10R10_SNORM_PACK32 = 65, - VK_FORMAT_A2B10G10R10_USCALED_PACK32 = 66, - VK_FORMAT_A2B10G10R10_SSCALED_PACK32 = 67, - VK_FORMAT_A2B10G10R10_UINT_PACK32 = 68, - VK_FORMAT_A2B10G10R10_SINT_PACK32 = 69, - VK_FORMAT_R16_UNORM = 70, - VK_FORMAT_R16_SNORM = 71, - VK_FORMAT_R16_USCALED = 72, - VK_FORMAT_R16_SSCALED = 73, - VK_FORMAT_R16_UINT = 74, - VK_FORMAT_R16_SINT = 75, - VK_FORMAT_R16_SFLOAT = 76, - VK_FORMAT_R16G16_UNORM = 77, - VK_FORMAT_R16G16_SNORM = 78, - VK_FORMAT_R16G16_USCALED = 79, - VK_FORMAT_R16G16_SSCALED = 80, - VK_FORMAT_R16G16_UINT = 81, - VK_FORMAT_R16G16_SINT = 82, - VK_FORMAT_R16G16_SFLOAT = 83, - VK_FORMAT_R16G16B16_UNORM = 84, - VK_FORMAT_R16G16B16_SNORM = 85, - VK_FORMAT_R16G16B16_USCALED = 86, - VK_FORMAT_R16G16B16_SSCALED = 87, - VK_FORMAT_R16G16B16_UINT = 88, - VK_FORMAT_R16G16B16_SINT = 89, - VK_FORMAT_R16G16B16_SFLOAT = 90, - VK_FORMAT_R16G16B16A16_UNORM = 91, - VK_FORMAT_R16G16B16A16_SNORM = 92, - VK_FORMAT_R16G16B16A16_USCALED = 93, - VK_FORMAT_R16G16B16A16_SSCALED = 94, - VK_FORMAT_R16G16B16A16_UINT = 95, - VK_FORMAT_R16G16B16A16_SINT = 96, - VK_FORMAT_R16G16B16A16_SFLOAT = 97, - VK_FORMAT_R32_UINT = 98, - VK_FORMAT_R32_SINT = 99, - VK_FORMAT_R32_SFLOAT = 100, - VK_FORMAT_R32G32_UINT = 101, - VK_FORMAT_R32G32_SINT = 102, - VK_FORMAT_R32G32_SFLOAT = 103, - VK_FORMAT_R32G32B32_UINT = 104, - VK_FORMAT_R32G32B32_SINT = 105, - VK_FORMAT_R32G32B32_SFLOAT = 106, - VK_FORMAT_R32G32B32A32_UINT = 107, - VK_FORMAT_R32G32B32A32_SINT = 108, - VK_FORMAT_R32G32B32A32_SFLOAT = 109, - VK_FORMAT_R64_UINT = 110, - VK_FORMAT_R64_SINT = 111, - VK_FORMAT_R64_SFLOAT = 112, - VK_FORMAT_R64G64_UINT = 113, - VK_FORMAT_R64G64_SINT = 114, - VK_FORMAT_R64G64_SFLOAT = 115, - VK_FORMAT_R64G64B64_UINT = 116, - VK_FORMAT_R64G64B64_SINT = 117, - VK_FORMAT_R64G64B64_SFLOAT = 118, - VK_FORMAT_R64G64B64A64_UINT = 119, - VK_FORMAT_R64G64B64A64_SINT = 120, - VK_FORMAT_R64G64B64A64_SFLOAT = 121, - VK_FORMAT_B10G11R11_UFLOAT_PACK32 = 122, - VK_FORMAT_E5B9G9R9_UFLOAT_PACK32 = 123, - VK_FORMAT_D16_UNORM = 124, - VK_FORMAT_X8_D24_UNORM_PACK32 = 125, - VK_FORMAT_D32_SFLOAT = 126, - VK_FORMAT_S8_UINT = 127, - VK_FORMAT_D16_UNORM_S8_UINT = 128, - VK_FORMAT_D24_UNORM_S8_UINT = 129, - VK_FORMAT_D32_SFLOAT_S8_UINT = 130, - VK_FORMAT_BC1_RGB_UNORM_BLOCK = 131, - VK_FORMAT_BC1_RGB_SRGB_BLOCK = 132, - VK_FORMAT_BC1_RGBA_UNORM_BLOCK = 133, - VK_FORMAT_BC1_RGBA_SRGB_BLOCK = 134, - VK_FORMAT_BC2_UNORM_BLOCK = 135, - VK_FORMAT_BC2_SRGB_BLOCK = 136, - VK_FORMAT_BC3_UNORM_BLOCK = 137, - VK_FORMAT_BC3_SRGB_BLOCK = 138, - VK_FORMAT_BC4_UNORM_BLOCK = 139, - VK_FORMAT_BC4_SNORM_BLOCK = 140, - VK_FORMAT_BC5_UNORM_BLOCK = 141, - VK_FORMAT_BC5_SNORM_BLOCK = 142, - VK_FORMAT_BC6H_UFLOAT_BLOCK = 143, - VK_FORMAT_BC6H_SFLOAT_BLOCK = 144, - VK_FORMAT_BC7_UNORM_BLOCK = 145, - VK_FORMAT_BC7_SRGB_BLOCK = 146, - VK_FORMAT_ETC2_R8G8B8_UNORM_BLOCK = 147, - VK_FORMAT_ETC2_R8G8B8_SRGB_BLOCK = 148, - VK_FORMAT_ETC2_R8G8B8A1_UNORM_BLOCK = 149, - VK_FORMAT_ETC2_R8G8B8A1_SRGB_BLOCK = 150, - VK_FORMAT_ETC2_R8G8B8A8_UNORM_BLOCK = 151, - VK_FORMAT_ETC2_R8G8B8A8_SRGB_BLOCK = 152, - VK_FORMAT_EAC_R11_UNORM_BLOCK = 153, - VK_FORMAT_EAC_R11_SNORM_BLOCK = 154, - VK_FORMAT_EAC_R11G11_UNORM_BLOCK = 155, - VK_FORMAT_EAC_R11G11_SNORM_BLOCK = 156, - VK_FORMAT_ASTC_4x4_UNORM_BLOCK = 157, - VK_FORMAT_ASTC_4x4_SRGB_BLOCK = 158, - VK_FORMAT_ASTC_5x4_UNORM_BLOCK = 159, - VK_FORMAT_ASTC_5x4_SRGB_BLOCK = 160, - VK_FORMAT_ASTC_5x5_UNORM_BLOCK = 161, - VK_FORMAT_ASTC_5x5_SRGB_BLOCK = 162, - VK_FORMAT_ASTC_6x5_UNORM_BLOCK = 163, - VK_FORMAT_ASTC_6x5_SRGB_BLOCK = 164, - VK_FORMAT_ASTC_6x6_UNORM_BLOCK = 165, - VK_FORMAT_ASTC_6x6_SRGB_BLOCK = 166, - VK_FORMAT_ASTC_8x5_UNORM_BLOCK = 167, - VK_FORMAT_ASTC_8x5_SRGB_BLOCK = 168, - VK_FORMAT_ASTC_8x6_UNORM_BLOCK = 169, - VK_FORMAT_ASTC_8x6_SRGB_BLOCK = 170, - VK_FORMAT_ASTC_8x8_UNORM_BLOCK = 171, - VK_FORMAT_ASTC_8x8_SRGB_BLOCK = 172, - VK_FORMAT_ASTC_10x5_UNORM_BLOCK = 173, - VK_FORMAT_ASTC_10x5_SRGB_BLOCK = 174, - VK_FORMAT_ASTC_10x6_UNORM_BLOCK = 175, - VK_FORMAT_ASTC_10x6_SRGB_BLOCK = 176, - VK_FORMAT_ASTC_10x8_UNORM_BLOCK = 177, - VK_FORMAT_ASTC_10x8_SRGB_BLOCK = 178, - VK_FORMAT_ASTC_10x10_UNORM_BLOCK = 179, - VK_FORMAT_ASTC_10x10_SRGB_BLOCK = 180, - VK_FORMAT_ASTC_12x10_UNORM_BLOCK = 181, - VK_FORMAT_ASTC_12x10_SRGB_BLOCK = 182, - VK_FORMAT_ASTC_12x12_UNORM_BLOCK = 183, - VK_FORMAT_ASTC_12x12_SRGB_BLOCK = 184, - VK_FORMAT_G8B8G8R8_422_UNORM = 1000156000, - VK_FORMAT_B8G8R8G8_422_UNORM = 1000156001, - VK_FORMAT_G8_B8_R8_3PLANE_420_UNORM = 1000156002, - VK_FORMAT_G8_B8R8_2PLANE_420_UNORM = 1000156003, - VK_FORMAT_G8_B8_R8_3PLANE_422_UNORM = 1000156004, - VK_FORMAT_G8_B8R8_2PLANE_422_UNORM = 1000156005, - VK_FORMAT_G8_B8_R8_3PLANE_444_UNORM = 1000156006, - VK_FORMAT_R10X6_UNORM_PACK16 = 1000156007, - VK_FORMAT_R10X6G10X6_UNORM_2PACK16 = 1000156008, - VK_FORMAT_R10X6G10X6B10X6A10X6_UNORM_4PACK16 = 1000156009, - VK_FORMAT_G10X6B10X6G10X6R10X6_422_UNORM_4PACK16 = 1000156010, - VK_FORMAT_B10X6G10X6R10X6G10X6_422_UNORM_4PACK16 = 1000156011, - VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_420_UNORM_3PACK16 = 1000156012, - VK_FORMAT_G10X6_B10X6R10X6_2PLANE_420_UNORM_3PACK16 = 1000156013, - VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_422_UNORM_3PACK16 = 1000156014, - VK_FORMAT_G10X6_B10X6R10X6_2PLANE_422_UNORM_3PACK16 = 1000156015, - VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_444_UNORM_3PACK16 = 1000156016, - VK_FORMAT_R12X4_UNORM_PACK16 = 1000156017, - VK_FORMAT_R12X4G12X4_UNORM_2PACK16 = 1000156018, - VK_FORMAT_R12X4G12X4B12X4A12X4_UNORM_4PACK16 = 1000156019, - VK_FORMAT_G12X4B12X4G12X4R12X4_422_UNORM_4PACK16 = 1000156020, - VK_FORMAT_B12X4G12X4R12X4G12X4_422_UNORM_4PACK16 = 1000156021, - VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_420_UNORM_3PACK16 = 1000156022, - VK_FORMAT_G12X4_B12X4R12X4_2PLANE_420_UNORM_3PACK16 = 1000156023, - VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_422_UNORM_3PACK16 = 1000156024, - VK_FORMAT_G12X4_B12X4R12X4_2PLANE_422_UNORM_3PACK16 = 1000156025, - VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_444_UNORM_3PACK16 = 1000156026, - VK_FORMAT_G16B16G16R16_422_UNORM = 1000156027, - VK_FORMAT_B16G16R16G16_422_UNORM = 1000156028, - VK_FORMAT_G16_B16_R16_3PLANE_420_UNORM = 1000156029, - VK_FORMAT_G16_B16R16_2PLANE_420_UNORM = 1000156030, - VK_FORMAT_G16_B16_R16_3PLANE_422_UNORM = 1000156031, - VK_FORMAT_G16_B16R16_2PLANE_422_UNORM = 1000156032, - VK_FORMAT_G16_B16_R16_3PLANE_444_UNORM = 1000156033, - VK_FORMAT_PVRTC1_2BPP_UNORM_BLOCK_IMG = 1000054000, - VK_FORMAT_PVRTC1_4BPP_UNORM_BLOCK_IMG = 1000054001, - VK_FORMAT_PVRTC2_2BPP_UNORM_BLOCK_IMG = 1000054002, - VK_FORMAT_PVRTC2_4BPP_UNORM_BLOCK_IMG = 1000054003, - VK_FORMAT_PVRTC1_2BPP_SRGB_BLOCK_IMG = 1000054004, - VK_FORMAT_PVRTC1_4BPP_SRGB_BLOCK_IMG = 1000054005, - VK_FORMAT_PVRTC2_2BPP_SRGB_BLOCK_IMG = 1000054006, - VK_FORMAT_PVRTC2_4BPP_SRGB_BLOCK_IMG = 1000054007, - VK_FORMAT_G8B8G8R8_422_UNORM_KHR = VK_FORMAT_G8B8G8R8_422_UNORM, - VK_FORMAT_B8G8R8G8_422_UNORM_KHR = VK_FORMAT_B8G8R8G8_422_UNORM, - VK_FORMAT_G8_B8_R8_3PLANE_420_UNORM_KHR = VK_FORMAT_G8_B8_R8_3PLANE_420_UNORM, - VK_FORMAT_G8_B8R8_2PLANE_420_UNORM_KHR = VK_FORMAT_G8_B8R8_2PLANE_420_UNORM, - VK_FORMAT_G8_B8_R8_3PLANE_422_UNORM_KHR = VK_FORMAT_G8_B8_R8_3PLANE_422_UNORM, - VK_FORMAT_G8_B8R8_2PLANE_422_UNORM_KHR = VK_FORMAT_G8_B8R8_2PLANE_422_UNORM, - VK_FORMAT_G8_B8_R8_3PLANE_444_UNORM_KHR = VK_FORMAT_G8_B8_R8_3PLANE_444_UNORM, - VK_FORMAT_R10X6_UNORM_PACK16_KHR = VK_FORMAT_R10X6_UNORM_PACK16, - VK_FORMAT_R10X6G10X6_UNORM_2PACK16_KHR = VK_FORMAT_R10X6G10X6_UNORM_2PACK16, - VK_FORMAT_R10X6G10X6B10X6A10X6_UNORM_4PACK16_KHR = VK_FORMAT_R10X6G10X6B10X6A10X6_UNORM_4PACK16, - VK_FORMAT_G10X6B10X6G10X6R10X6_422_UNORM_4PACK16_KHR = VK_FORMAT_G10X6B10X6G10X6R10X6_422_UNORM_4PACK16, - VK_FORMAT_B10X6G10X6R10X6G10X6_422_UNORM_4PACK16_KHR = VK_FORMAT_B10X6G10X6R10X6G10X6_422_UNORM_4PACK16, + VK_FORMAT_UNDEFINED = 0, + VK_FORMAT_R4G4_UNORM_PACK8 = 1, + VK_FORMAT_R4G4B4A4_UNORM_PACK16 = 2, + VK_FORMAT_B4G4R4A4_UNORM_PACK16 = 3, + VK_FORMAT_R5G6B5_UNORM_PACK16 = 4, + VK_FORMAT_B5G6R5_UNORM_PACK16 = 5, + VK_FORMAT_R5G5B5A1_UNORM_PACK16 = 6, + VK_FORMAT_B5G5R5A1_UNORM_PACK16 = 7, + VK_FORMAT_A1R5G5B5_UNORM_PACK16 = 8, + VK_FORMAT_R8_UNORM = 9, + VK_FORMAT_R8_SNORM = 10, + VK_FORMAT_R8_USCALED = 11, + VK_FORMAT_R8_SSCALED = 12, + VK_FORMAT_R8_UINT = 13, + VK_FORMAT_R8_SINT = 14, + VK_FORMAT_R8_SRGB = 15, + VK_FORMAT_R8G8_UNORM = 16, + VK_FORMAT_R8G8_SNORM = 17, + VK_FORMAT_R8G8_USCALED = 18, + VK_FORMAT_R8G8_SSCALED = 19, + VK_FORMAT_R8G8_UINT = 20, + VK_FORMAT_R8G8_SINT = 21, + VK_FORMAT_R8G8_SRGB = 22, + VK_FORMAT_R8G8B8_UNORM = 23, + VK_FORMAT_R8G8B8_SNORM = 24, + VK_FORMAT_R8G8B8_USCALED = 25, + VK_FORMAT_R8G8B8_SSCALED = 26, + VK_FORMAT_R8G8B8_UINT = 27, + VK_FORMAT_R8G8B8_SINT = 28, + VK_FORMAT_R8G8B8_SRGB = 29, + VK_FORMAT_B8G8R8_UNORM = 30, + VK_FORMAT_B8G8R8_SNORM = 31, + VK_FORMAT_B8G8R8_USCALED = 32, + VK_FORMAT_B8G8R8_SSCALED = 33, + VK_FORMAT_B8G8R8_UINT = 34, + VK_FORMAT_B8G8R8_SINT = 35, + VK_FORMAT_B8G8R8_SRGB = 36, + VK_FORMAT_R8G8B8A8_UNORM = 37, + VK_FORMAT_R8G8B8A8_SNORM = 38, + VK_FORMAT_R8G8B8A8_USCALED = 39, + VK_FORMAT_R8G8B8A8_SSCALED = 40, + VK_FORMAT_R8G8B8A8_UINT = 41, + VK_FORMAT_R8G8B8A8_SINT = 42, + VK_FORMAT_R8G8B8A8_SRGB = 43, + VK_FORMAT_B8G8R8A8_UNORM = 44, + VK_FORMAT_B8G8R8A8_SNORM = 45, + VK_FORMAT_B8G8R8A8_USCALED = 46, + VK_FORMAT_B8G8R8A8_SSCALED = 47, + VK_FORMAT_B8G8R8A8_UINT = 48, + VK_FORMAT_B8G8R8A8_SINT = 49, + VK_FORMAT_B8G8R8A8_SRGB = 50, + VK_FORMAT_A8B8G8R8_UNORM_PACK32 = 51, + VK_FORMAT_A8B8G8R8_SNORM_PACK32 = 52, + VK_FORMAT_A8B8G8R8_USCALED_PACK32 = 53, + VK_FORMAT_A8B8G8R8_SSCALED_PACK32 = 54, + VK_FORMAT_A8B8G8R8_UINT_PACK32 = 55, + VK_FORMAT_A8B8G8R8_SINT_PACK32 = 56, + VK_FORMAT_A8B8G8R8_SRGB_PACK32 = 57, + VK_FORMAT_A2R10G10B10_UNORM_PACK32 = 58, + VK_FORMAT_A2R10G10B10_SNORM_PACK32 = 59, + VK_FORMAT_A2R10G10B10_USCALED_PACK32 = 60, + VK_FORMAT_A2R10G10B10_SSCALED_PACK32 = 61, + VK_FORMAT_A2R10G10B10_UINT_PACK32 = 62, + VK_FORMAT_A2R10G10B10_SINT_PACK32 = 63, + VK_FORMAT_A2B10G10R10_UNORM_PACK32 = 64, + VK_FORMAT_A2B10G10R10_SNORM_PACK32 = 65, + VK_FORMAT_A2B10G10R10_USCALED_PACK32 = 66, + VK_FORMAT_A2B10G10R10_SSCALED_PACK32 = 67, + VK_FORMAT_A2B10G10R10_UINT_PACK32 = 68, + VK_FORMAT_A2B10G10R10_SINT_PACK32 = 69, + VK_FORMAT_R16_UNORM = 70, + VK_FORMAT_R16_SNORM = 71, + VK_FORMAT_R16_USCALED = 72, + VK_FORMAT_R16_SSCALED = 73, + VK_FORMAT_R16_UINT = 74, + VK_FORMAT_R16_SINT = 75, + VK_FORMAT_R16_SFLOAT = 76, + VK_FORMAT_R16G16_UNORM = 77, + VK_FORMAT_R16G16_SNORM = 78, + VK_FORMAT_R16G16_USCALED = 79, + VK_FORMAT_R16G16_SSCALED = 80, + VK_FORMAT_R16G16_UINT = 81, + VK_FORMAT_R16G16_SINT = 82, + VK_FORMAT_R16G16_SFLOAT = 83, + VK_FORMAT_R16G16B16_UNORM = 84, + VK_FORMAT_R16G16B16_SNORM = 85, + VK_FORMAT_R16G16B16_USCALED = 86, + VK_FORMAT_R16G16B16_SSCALED = 87, + VK_FORMAT_R16G16B16_UINT = 88, + VK_FORMAT_R16G16B16_SINT = 89, + VK_FORMAT_R16G16B16_SFLOAT = 90, + VK_FORMAT_R16G16B16A16_UNORM = 91, + VK_FORMAT_R16G16B16A16_SNORM = 92, + VK_FORMAT_R16G16B16A16_USCALED = 93, + VK_FORMAT_R16G16B16A16_SSCALED = 94, + VK_FORMAT_R16G16B16A16_UINT = 95, + VK_FORMAT_R16G16B16A16_SINT = 96, + VK_FORMAT_R16G16B16A16_SFLOAT = 97, + VK_FORMAT_R32_UINT = 98, + VK_FORMAT_R32_SINT = 99, + VK_FORMAT_R32_SFLOAT = 100, + VK_FORMAT_R32G32_UINT = 101, + VK_FORMAT_R32G32_SINT = 102, + VK_FORMAT_R32G32_SFLOAT = 103, + VK_FORMAT_R32G32B32_UINT = 104, + VK_FORMAT_R32G32B32_SINT = 105, + VK_FORMAT_R32G32B32_SFLOAT = 106, + VK_FORMAT_R32G32B32A32_UINT = 107, + VK_FORMAT_R32G32B32A32_SINT = 108, + VK_FORMAT_R32G32B32A32_SFLOAT = 109, + VK_FORMAT_R64_UINT = 110, + VK_FORMAT_R64_SINT = 111, + VK_FORMAT_R64_SFLOAT = 112, + VK_FORMAT_R64G64_UINT = 113, + VK_FORMAT_R64G64_SINT = 114, + VK_FORMAT_R64G64_SFLOAT = 115, + VK_FORMAT_R64G64B64_UINT = 116, + VK_FORMAT_R64G64B64_SINT = 117, + VK_FORMAT_R64G64B64_SFLOAT = 118, + VK_FORMAT_R64G64B64A64_UINT = 119, + VK_FORMAT_R64G64B64A64_SINT = 120, + VK_FORMAT_R64G64B64A64_SFLOAT = 121, + VK_FORMAT_B10G11R11_UFLOAT_PACK32 = 122, + VK_FORMAT_E5B9G9R9_UFLOAT_PACK32 = 123, + VK_FORMAT_D16_UNORM = 124, + VK_FORMAT_X8_D24_UNORM_PACK32 = 125, + VK_FORMAT_D32_SFLOAT = 126, + VK_FORMAT_S8_UINT = 127, + VK_FORMAT_D16_UNORM_S8_UINT = 128, + VK_FORMAT_D24_UNORM_S8_UINT = 129, + VK_FORMAT_D32_SFLOAT_S8_UINT = 130, + VK_FORMAT_BC1_RGB_UNORM_BLOCK = 131, + VK_FORMAT_BC1_RGB_SRGB_BLOCK = 132, + VK_FORMAT_BC1_RGBA_UNORM_BLOCK = 133, + VK_FORMAT_BC1_RGBA_SRGB_BLOCK = 134, + VK_FORMAT_BC2_UNORM_BLOCK = 135, + VK_FORMAT_BC2_SRGB_BLOCK = 136, + VK_FORMAT_BC3_UNORM_BLOCK = 137, + VK_FORMAT_BC3_SRGB_BLOCK = 138, + VK_FORMAT_BC4_UNORM_BLOCK = 139, + VK_FORMAT_BC4_SNORM_BLOCK = 140, + VK_FORMAT_BC5_UNORM_BLOCK = 141, + VK_FORMAT_BC5_SNORM_BLOCK = 142, + VK_FORMAT_BC6H_UFLOAT_BLOCK = 143, + VK_FORMAT_BC6H_SFLOAT_BLOCK = 144, + VK_FORMAT_BC7_UNORM_BLOCK = 145, + VK_FORMAT_BC7_SRGB_BLOCK = 146, + VK_FORMAT_ETC2_R8G8B8_UNORM_BLOCK = 147, + VK_FORMAT_ETC2_R8G8B8_SRGB_BLOCK = 148, + VK_FORMAT_ETC2_R8G8B8A1_UNORM_BLOCK = 149, + VK_FORMAT_ETC2_R8G8B8A1_SRGB_BLOCK = 150, + VK_FORMAT_ETC2_R8G8B8A8_UNORM_BLOCK = 151, + VK_FORMAT_ETC2_R8G8B8A8_SRGB_BLOCK = 152, + VK_FORMAT_EAC_R11_UNORM_BLOCK = 153, + VK_FORMAT_EAC_R11_SNORM_BLOCK = 154, + VK_FORMAT_EAC_R11G11_UNORM_BLOCK = 155, + VK_FORMAT_EAC_R11G11_SNORM_BLOCK = 156, + VK_FORMAT_ASTC_4x4_UNORM_BLOCK = 157, + VK_FORMAT_ASTC_4x4_SRGB_BLOCK = 158, + VK_FORMAT_ASTC_5x4_UNORM_BLOCK = 159, + VK_FORMAT_ASTC_5x4_SRGB_BLOCK = 160, + VK_FORMAT_ASTC_5x5_UNORM_BLOCK = 161, + VK_FORMAT_ASTC_5x5_SRGB_BLOCK = 162, + VK_FORMAT_ASTC_6x5_UNORM_BLOCK = 163, + VK_FORMAT_ASTC_6x5_SRGB_BLOCK = 164, + VK_FORMAT_ASTC_6x6_UNORM_BLOCK = 165, + VK_FORMAT_ASTC_6x6_SRGB_BLOCK = 166, + VK_FORMAT_ASTC_8x5_UNORM_BLOCK = 167, + VK_FORMAT_ASTC_8x5_SRGB_BLOCK = 168, + VK_FORMAT_ASTC_8x6_UNORM_BLOCK = 169, + VK_FORMAT_ASTC_8x6_SRGB_BLOCK = 170, + VK_FORMAT_ASTC_8x8_UNORM_BLOCK = 171, + VK_FORMAT_ASTC_8x8_SRGB_BLOCK = 172, + VK_FORMAT_ASTC_10x5_UNORM_BLOCK = 173, + VK_FORMAT_ASTC_10x5_SRGB_BLOCK = 174, + VK_FORMAT_ASTC_10x6_UNORM_BLOCK = 175, + VK_FORMAT_ASTC_10x6_SRGB_BLOCK = 176, + VK_FORMAT_ASTC_10x8_UNORM_BLOCK = 177, + VK_FORMAT_ASTC_10x8_SRGB_BLOCK = 178, + VK_FORMAT_ASTC_10x10_UNORM_BLOCK = 179, + VK_FORMAT_ASTC_10x10_SRGB_BLOCK = 180, + VK_FORMAT_ASTC_12x10_UNORM_BLOCK = 181, + VK_FORMAT_ASTC_12x10_SRGB_BLOCK = 182, + VK_FORMAT_ASTC_12x12_UNORM_BLOCK = 183, + VK_FORMAT_ASTC_12x12_SRGB_BLOCK = 184, + VK_FORMAT_G8B8G8R8_422_UNORM = 1000156000, + VK_FORMAT_B8G8R8G8_422_UNORM = 1000156001, + VK_FORMAT_G8_B8_R8_3PLANE_420_UNORM = 1000156002, + VK_FORMAT_G8_B8R8_2PLANE_420_UNORM = 1000156003, + VK_FORMAT_G8_B8_R8_3PLANE_422_UNORM = 1000156004, + VK_FORMAT_G8_B8R8_2PLANE_422_UNORM = 1000156005, + VK_FORMAT_G8_B8_R8_3PLANE_444_UNORM = 1000156006, + VK_FORMAT_R10X6_UNORM_PACK16 = 1000156007, + VK_FORMAT_R10X6G10X6_UNORM_2PACK16 = 1000156008, + VK_FORMAT_R10X6G10X6B10X6A10X6_UNORM_4PACK16 = 1000156009, + VK_FORMAT_G10X6B10X6G10X6R10X6_422_UNORM_4PACK16 = 1000156010, + VK_FORMAT_B10X6G10X6R10X6G10X6_422_UNORM_4PACK16 = 1000156011, + VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_420_UNORM_3PACK16 = 1000156012, + VK_FORMAT_G10X6_B10X6R10X6_2PLANE_420_UNORM_3PACK16 = 1000156013, + VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_422_UNORM_3PACK16 = 1000156014, + VK_FORMAT_G10X6_B10X6R10X6_2PLANE_422_UNORM_3PACK16 = 1000156015, + VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_444_UNORM_3PACK16 = 1000156016, + VK_FORMAT_R12X4_UNORM_PACK16 = 1000156017, + VK_FORMAT_R12X4G12X4_UNORM_2PACK16 = 1000156018, + VK_FORMAT_R12X4G12X4B12X4A12X4_UNORM_4PACK16 = 1000156019, + VK_FORMAT_G12X4B12X4G12X4R12X4_422_UNORM_4PACK16 = 1000156020, + VK_FORMAT_B12X4G12X4R12X4G12X4_422_UNORM_4PACK16 = 1000156021, + VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_420_UNORM_3PACK16 = 1000156022, + VK_FORMAT_G12X4_B12X4R12X4_2PLANE_420_UNORM_3PACK16 = 1000156023, + VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_422_UNORM_3PACK16 = 1000156024, + VK_FORMAT_G12X4_B12X4R12X4_2PLANE_422_UNORM_3PACK16 = 1000156025, + VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_444_UNORM_3PACK16 = 1000156026, + VK_FORMAT_G16B16G16R16_422_UNORM = 1000156027, + VK_FORMAT_B16G16R16G16_422_UNORM = 1000156028, + VK_FORMAT_G16_B16_R16_3PLANE_420_UNORM = 1000156029, + VK_FORMAT_G16_B16R16_2PLANE_420_UNORM = 1000156030, + VK_FORMAT_G16_B16_R16_3PLANE_422_UNORM = 1000156031, + VK_FORMAT_G16_B16R16_2PLANE_422_UNORM = 1000156032, + VK_FORMAT_G16_B16_R16_3PLANE_444_UNORM = 1000156033, + VK_FORMAT_G8_B8R8_2PLANE_444_UNORM = 1000330000, + VK_FORMAT_G10X6_B10X6R10X6_2PLANE_444_UNORM_3PACK16 = 1000330001, + VK_FORMAT_G12X4_B12X4R12X4_2PLANE_444_UNORM_3PACK16 = 1000330002, + VK_FORMAT_G16_B16R16_2PLANE_444_UNORM = 1000330003, + VK_FORMAT_A4R4G4B4_UNORM_PACK16 = 1000340000, + VK_FORMAT_A4B4G4R4_UNORM_PACK16 = 1000340001, + VK_FORMAT_ASTC_4x4_SFLOAT_BLOCK = 1000066000, + VK_FORMAT_ASTC_5x4_SFLOAT_BLOCK = 1000066001, + VK_FORMAT_ASTC_5x5_SFLOAT_BLOCK = 1000066002, + VK_FORMAT_ASTC_6x5_SFLOAT_BLOCK = 1000066003, + VK_FORMAT_ASTC_6x6_SFLOAT_BLOCK = 1000066004, + VK_FORMAT_ASTC_8x5_SFLOAT_BLOCK = 1000066005, + VK_FORMAT_ASTC_8x6_SFLOAT_BLOCK = 1000066006, + VK_FORMAT_ASTC_8x8_SFLOAT_BLOCK = 1000066007, + VK_FORMAT_ASTC_10x5_SFLOAT_BLOCK = 1000066008, + VK_FORMAT_ASTC_10x6_SFLOAT_BLOCK = 1000066009, + VK_FORMAT_ASTC_10x8_SFLOAT_BLOCK = 1000066010, + VK_FORMAT_ASTC_10x10_SFLOAT_BLOCK = 1000066011, + VK_FORMAT_ASTC_12x10_SFLOAT_BLOCK = 1000066012, + VK_FORMAT_ASTC_12x12_SFLOAT_BLOCK = 1000066013, + VK_FORMAT_PVRTC1_2BPP_UNORM_BLOCK_IMG = 1000054000, + VK_FORMAT_PVRTC1_4BPP_UNORM_BLOCK_IMG = 1000054001, + VK_FORMAT_PVRTC2_2BPP_UNORM_BLOCK_IMG = 1000054002, + VK_FORMAT_PVRTC2_4BPP_UNORM_BLOCK_IMG = 1000054003, + VK_FORMAT_PVRTC1_2BPP_SRGB_BLOCK_IMG = 1000054004, + VK_FORMAT_PVRTC1_4BPP_SRGB_BLOCK_IMG = 1000054005, + VK_FORMAT_PVRTC2_2BPP_SRGB_BLOCK_IMG = 1000054006, + VK_FORMAT_PVRTC2_4BPP_SRGB_BLOCK_IMG = 1000054007, + VK_FORMAT_ASTC_4x4_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_4x4_SFLOAT_BLOCK, + VK_FORMAT_ASTC_5x4_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_5x4_SFLOAT_BLOCK, + VK_FORMAT_ASTC_5x5_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_5x5_SFLOAT_BLOCK, + VK_FORMAT_ASTC_6x5_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_6x5_SFLOAT_BLOCK, + VK_FORMAT_ASTC_6x6_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_6x6_SFLOAT_BLOCK, + VK_FORMAT_ASTC_8x5_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_8x5_SFLOAT_BLOCK, + VK_FORMAT_ASTC_8x6_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_8x6_SFLOAT_BLOCK, + VK_FORMAT_ASTC_8x8_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_8x8_SFLOAT_BLOCK, + VK_FORMAT_ASTC_10x5_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_10x5_SFLOAT_BLOCK, + VK_FORMAT_ASTC_10x6_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_10x6_SFLOAT_BLOCK, + VK_FORMAT_ASTC_10x8_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_10x8_SFLOAT_BLOCK, + VK_FORMAT_ASTC_10x10_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_10x10_SFLOAT_BLOCK, + VK_FORMAT_ASTC_12x10_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_12x10_SFLOAT_BLOCK, + VK_FORMAT_ASTC_12x12_SFLOAT_BLOCK_EXT = VK_FORMAT_ASTC_12x12_SFLOAT_BLOCK, + VK_FORMAT_G8B8G8R8_422_UNORM_KHR = VK_FORMAT_G8B8G8R8_422_UNORM, + VK_FORMAT_B8G8R8G8_422_UNORM_KHR = VK_FORMAT_B8G8R8G8_422_UNORM, + VK_FORMAT_G8_B8_R8_3PLANE_420_UNORM_KHR = VK_FORMAT_G8_B8_R8_3PLANE_420_UNORM, + VK_FORMAT_G8_B8R8_2PLANE_420_UNORM_KHR = VK_FORMAT_G8_B8R8_2PLANE_420_UNORM, + VK_FORMAT_G8_B8_R8_3PLANE_422_UNORM_KHR = VK_FORMAT_G8_B8_R8_3PLANE_422_UNORM, + VK_FORMAT_G8_B8R8_2PLANE_422_UNORM_KHR = VK_FORMAT_G8_B8R8_2PLANE_422_UNORM, + VK_FORMAT_G8_B8_R8_3PLANE_444_UNORM_KHR = VK_FORMAT_G8_B8_R8_3PLANE_444_UNORM, + VK_FORMAT_R10X6_UNORM_PACK16_KHR = VK_FORMAT_R10X6_UNORM_PACK16, + VK_FORMAT_R10X6G10X6_UNORM_2PACK16_KHR = VK_FORMAT_R10X6G10X6_UNORM_2PACK16, + VK_FORMAT_R10X6G10X6B10X6A10X6_UNORM_4PACK16_KHR = VK_FORMAT_R10X6G10X6B10X6A10X6_UNORM_4PACK16, + VK_FORMAT_G10X6B10X6G10X6R10X6_422_UNORM_4PACK16_KHR = VK_FORMAT_G10X6B10X6G10X6R10X6_422_UNORM_4PACK16, + VK_FORMAT_B10X6G10X6R10X6G10X6_422_UNORM_4PACK16_KHR = VK_FORMAT_B10X6G10X6R10X6G10X6_422_UNORM_4PACK16, VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_420_UNORM_3PACK16_KHR = VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_420_UNORM_3PACK16, - VK_FORMAT_G10X6_B10X6R10X6_2PLANE_420_UNORM_3PACK16_KHR = VK_FORMAT_G10X6_B10X6R10X6_2PLANE_420_UNORM_3PACK16, + VK_FORMAT_G10X6_B10X6R10X6_2PLANE_420_UNORM_3PACK16_KHR = VK_FORMAT_G10X6_B10X6R10X6_2PLANE_420_UNORM_3PACK16, VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_422_UNORM_3PACK16_KHR = VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_422_UNORM_3PACK16, - VK_FORMAT_G10X6_B10X6R10X6_2PLANE_422_UNORM_3PACK16_KHR = VK_FORMAT_G10X6_B10X6R10X6_2PLANE_422_UNORM_3PACK16, + VK_FORMAT_G10X6_B10X6R10X6_2PLANE_422_UNORM_3PACK16_KHR = VK_FORMAT_G10X6_B10X6R10X6_2PLANE_422_UNORM_3PACK16, VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_444_UNORM_3PACK16_KHR = VK_FORMAT_G10X6_B10X6_R10X6_3PLANE_444_UNORM_3PACK16, - VK_FORMAT_R12X4_UNORM_PACK16_KHR = VK_FORMAT_R12X4_UNORM_PACK16, - VK_FORMAT_R12X4G12X4_UNORM_2PACK16_KHR = VK_FORMAT_R12X4G12X4_UNORM_2PACK16, - VK_FORMAT_R12X4G12X4B12X4A12X4_UNORM_4PACK16_KHR = VK_FORMAT_R12X4G12X4B12X4A12X4_UNORM_4PACK16, - VK_FORMAT_G12X4B12X4G12X4R12X4_422_UNORM_4PACK16_KHR = VK_FORMAT_G12X4B12X4G12X4R12X4_422_UNORM_4PACK16, - VK_FORMAT_B12X4G12X4R12X4G12X4_422_UNORM_4PACK16_KHR = VK_FORMAT_B12X4G12X4R12X4G12X4_422_UNORM_4PACK16, + VK_FORMAT_R12X4_UNORM_PACK16_KHR = VK_FORMAT_R12X4_UNORM_PACK16, + VK_FORMAT_R12X4G12X4_UNORM_2PACK16_KHR = VK_FORMAT_R12X4G12X4_UNORM_2PACK16, + VK_FORMAT_R12X4G12X4B12X4A12X4_UNORM_4PACK16_KHR = VK_FORMAT_R12X4G12X4B12X4A12X4_UNORM_4PACK16, + VK_FORMAT_G12X4B12X4G12X4R12X4_422_UNORM_4PACK16_KHR = VK_FORMAT_G12X4B12X4G12X4R12X4_422_UNORM_4PACK16, + VK_FORMAT_B12X4G12X4R12X4G12X4_422_UNORM_4PACK16_KHR = VK_FORMAT_B12X4G12X4R12X4G12X4_422_UNORM_4PACK16, VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_420_UNORM_3PACK16_KHR = VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_420_UNORM_3PACK16, - VK_FORMAT_G12X4_B12X4R12X4_2PLANE_420_UNORM_3PACK16_KHR = VK_FORMAT_G12X4_B12X4R12X4_2PLANE_420_UNORM_3PACK16, + VK_FORMAT_G12X4_B12X4R12X4_2PLANE_420_UNORM_3PACK16_KHR = VK_FORMAT_G12X4_B12X4R12X4_2PLANE_420_UNORM_3PACK16, VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_422_UNORM_3PACK16_KHR = VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_422_UNORM_3PACK16, - VK_FORMAT_G12X4_B12X4R12X4_2PLANE_422_UNORM_3PACK16_KHR = VK_FORMAT_G12X4_B12X4R12X4_2PLANE_422_UNORM_3PACK16, + VK_FORMAT_G12X4_B12X4R12X4_2PLANE_422_UNORM_3PACK16_KHR = VK_FORMAT_G12X4_B12X4R12X4_2PLANE_422_UNORM_3PACK16, VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_444_UNORM_3PACK16_KHR = VK_FORMAT_G12X4_B12X4_R12X4_3PLANE_444_UNORM_3PACK16, - VK_FORMAT_G16B16G16R16_422_UNORM_KHR = VK_FORMAT_G16B16G16R16_422_UNORM, - VK_FORMAT_B16G16R16G16_422_UNORM_KHR = VK_FORMAT_B16G16R16G16_422_UNORM, - VK_FORMAT_G16_B16_R16_3PLANE_420_UNORM_KHR = VK_FORMAT_G16_B16_R16_3PLANE_420_UNORM, - VK_FORMAT_G16_B16R16_2PLANE_420_UNORM_KHR = VK_FORMAT_G16_B16R16_2PLANE_420_UNORM, - VK_FORMAT_G16_B16_R16_3PLANE_422_UNORM_KHR = VK_FORMAT_G16_B16_R16_3PLANE_422_UNORM, - VK_FORMAT_G16_B16R16_2PLANE_422_UNORM_KHR = VK_FORMAT_G16_B16R16_2PLANE_422_UNORM, - VK_FORMAT_G16_B16_R16_3PLANE_444_UNORM_KHR = VK_FORMAT_G16_B16_R16_3PLANE_444_UNORM, - VK_FORMAT_BEGIN_RANGE = VK_FORMAT_UNDEFINED, - VK_FORMAT_END_RANGE = VK_FORMAT_ASTC_12x12_SRGB_BLOCK, - VK_FORMAT_RANGE_SIZE = (VK_FORMAT_ASTC_12x12_SRGB_BLOCK - VK_FORMAT_UNDEFINED + 1), - VK_FORMAT_MAX_ENUM = 0x7FFFFFFF + VK_FORMAT_G16B16G16R16_422_UNORM_KHR = VK_FORMAT_G16B16G16R16_422_UNORM, + VK_FORMAT_B16G16R16G16_422_UNORM_KHR = VK_FORMAT_B16G16R16G16_422_UNORM, + VK_FORMAT_G16_B16_R16_3PLANE_420_UNORM_KHR = VK_FORMAT_G16_B16_R16_3PLANE_420_UNORM, + VK_FORMAT_G16_B16R16_2PLANE_420_UNORM_KHR = VK_FORMAT_G16_B16R16_2PLANE_420_UNORM, + VK_FORMAT_G16_B16_R16_3PLANE_422_UNORM_KHR = VK_FORMAT_G16_B16_R16_3PLANE_422_UNORM, + VK_FORMAT_G16_B16R16_2PLANE_422_UNORM_KHR = VK_FORMAT_G16_B16R16_2PLANE_422_UNORM, + VK_FORMAT_G16_B16_R16_3PLANE_444_UNORM_KHR = VK_FORMAT_G16_B16_R16_3PLANE_444_UNORM, + VK_FORMAT_G8_B8R8_2PLANE_444_UNORM_EXT = VK_FORMAT_G8_B8R8_2PLANE_444_UNORM, + VK_FORMAT_G10X6_B10X6R10X6_2PLANE_444_UNORM_3PACK16_EXT = VK_FORMAT_G10X6_B10X6R10X6_2PLANE_444_UNORM_3PACK16, + VK_FORMAT_G12X4_B12X4R12X4_2PLANE_444_UNORM_3PACK16_EXT = VK_FORMAT_G12X4_B12X4R12X4_2PLANE_444_UNORM_3PACK16, + VK_FORMAT_G16_B16R16_2PLANE_444_UNORM_EXT = VK_FORMAT_G16_B16R16_2PLANE_444_UNORM, + VK_FORMAT_A4R4G4B4_UNORM_PACK16_EXT = VK_FORMAT_A4R4G4B4_UNORM_PACK16, + VK_FORMAT_A4B4G4R4_UNORM_PACK16_EXT = VK_FORMAT_A4B4G4R4_UNORM_PACK16, + VK_FORMAT_MAX_ENUM = 0x7FFFFFFF } VkFormat; -typedef enum VkImageType { - VK_IMAGE_TYPE_1D = 0, - VK_IMAGE_TYPE_2D = 1, - VK_IMAGE_TYPE_3D = 2, - VK_IMAGE_TYPE_BEGIN_RANGE = VK_IMAGE_TYPE_1D, - VK_IMAGE_TYPE_END_RANGE = VK_IMAGE_TYPE_3D, - VK_IMAGE_TYPE_RANGE_SIZE = (VK_IMAGE_TYPE_3D - VK_IMAGE_TYPE_1D + 1), - VK_IMAGE_TYPE_MAX_ENUM = 0x7FFFFFFF -} VkImageType; - typedef enum VkImageTiling { - VK_IMAGE_TILING_OPTIMAL = 0, - VK_IMAGE_TILING_LINEAR = 1, - VK_IMAGE_TILING_BEGIN_RANGE = VK_IMAGE_TILING_OPTIMAL, - VK_IMAGE_TILING_END_RANGE = VK_IMAGE_TILING_LINEAR, - VK_IMAGE_TILING_RANGE_SIZE = (VK_IMAGE_TILING_LINEAR - VK_IMAGE_TILING_OPTIMAL + 1), - VK_IMAGE_TILING_MAX_ENUM = 0x7FFFFFFF + VK_IMAGE_TILING_OPTIMAL = 0, + VK_IMAGE_TILING_LINEAR = 1, + VK_IMAGE_TILING_DRM_FORMAT_MODIFIER_EXT = 1000158000, + VK_IMAGE_TILING_MAX_ENUM = 0x7FFFFFFF } VkImageTiling; +typedef enum VkImageType { + VK_IMAGE_TYPE_1D = 0, + VK_IMAGE_TYPE_2D = 1, + VK_IMAGE_TYPE_3D = 2, + VK_IMAGE_TYPE_MAX_ENUM = 0x7FFFFFFF +} VkImageType; + typedef enum VkPhysicalDeviceType { - VK_PHYSICAL_DEVICE_TYPE_OTHER = 0, + VK_PHYSICAL_DEVICE_TYPE_OTHER = 0, VK_PHYSICAL_DEVICE_TYPE_INTEGRATED_GPU = 1, - VK_PHYSICAL_DEVICE_TYPE_DISCRETE_GPU = 2, - VK_PHYSICAL_DEVICE_TYPE_VIRTUAL_GPU = 3, - VK_PHYSICAL_DEVICE_TYPE_CPU = 4, - VK_PHYSICAL_DEVICE_TYPE_BEGIN_RANGE = VK_PHYSICAL_DEVICE_TYPE_OTHER, - VK_PHYSICAL_DEVICE_TYPE_END_RANGE = VK_PHYSICAL_DEVICE_TYPE_CPU, - VK_PHYSICAL_DEVICE_TYPE_RANGE_SIZE = (VK_PHYSICAL_DEVICE_TYPE_CPU - VK_PHYSICAL_DEVICE_TYPE_OTHER + 1), - VK_PHYSICAL_DEVICE_TYPE_MAX_ENUM = 0x7FFFFFFF + VK_PHYSICAL_DEVICE_TYPE_DISCRETE_GPU = 2, + VK_PHYSICAL_DEVICE_TYPE_VIRTUAL_GPU = 3, + VK_PHYSICAL_DEVICE_TYPE_CPU = 4, + VK_PHYSICAL_DEVICE_TYPE_MAX_ENUM = 0x7FFFFFFF } VkPhysicalDeviceType; typedef enum VkQueryType { - VK_QUERY_TYPE_OCCLUSION = 0, + VK_QUERY_TYPE_OCCLUSION = 0, VK_QUERY_TYPE_PIPELINE_STATISTICS = 1, - VK_QUERY_TYPE_TIMESTAMP = 2, - VK_QUERY_TYPE_BEGIN_RANGE = VK_QUERY_TYPE_OCCLUSION, - VK_QUERY_TYPE_END_RANGE = VK_QUERY_TYPE_TIMESTAMP, - VK_QUERY_TYPE_RANGE_SIZE = (VK_QUERY_TYPE_TIMESTAMP - VK_QUERY_TYPE_OCCLUSION + 1), - VK_QUERY_TYPE_MAX_ENUM = 0x7FFFFFFF + VK_QUERY_TYPE_TIMESTAMP = 2, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_QUERY_TYPE_RESULT_STATUS_ONLY_KHR = 1000023000, +#endif + VK_QUERY_TYPE_TRANSFORM_FEEDBACK_STREAM_EXT = 1000028004, + VK_QUERY_TYPE_PERFORMANCE_QUERY_KHR = 1000116000, + VK_QUERY_TYPE_ACCELERATION_STRUCTURE_COMPACTED_SIZE_KHR = 1000150000, + VK_QUERY_TYPE_ACCELERATION_STRUCTURE_SERIALIZATION_SIZE_KHR = 1000150001, + VK_QUERY_TYPE_ACCELERATION_STRUCTURE_COMPACTED_SIZE_NV = 1000165000, + VK_QUERY_TYPE_PERFORMANCE_QUERY_INTEL = 1000210000, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_QUERY_TYPE_VIDEO_ENCODE_BITSTREAM_BUFFER_RANGE_KHR = 1000299000, +#endif + VK_QUERY_TYPE_MAX_ENUM = 0x7FFFFFFF } VkQueryType; typedef enum VkSharingMode { - VK_SHARING_MODE_EXCLUSIVE = 0, - VK_SHARING_MODE_CONCURRENT = 1, - VK_SHARING_MODE_BEGIN_RANGE = VK_SHARING_MODE_EXCLUSIVE, - VK_SHARING_MODE_END_RANGE = VK_SHARING_MODE_CONCURRENT, - VK_SHARING_MODE_RANGE_SIZE = (VK_SHARING_MODE_CONCURRENT - VK_SHARING_MODE_EXCLUSIVE + 1), - VK_SHARING_MODE_MAX_ENUM = 0x7FFFFFFF + VK_SHARING_MODE_EXCLUSIVE = 0, + VK_SHARING_MODE_CONCURRENT = 1, + VK_SHARING_MODE_MAX_ENUM = 0x7FFFFFFF } VkSharingMode; -typedef enum VkImageLayout { - VK_IMAGE_LAYOUT_UNDEFINED = 0, - VK_IMAGE_LAYOUT_GENERAL = 1, - VK_IMAGE_LAYOUT_COLOR_ATTACHMENT_OPTIMAL = 2, - VK_IMAGE_LAYOUT_DEPTH_STENCIL_ATTACHMENT_OPTIMAL = 3, - VK_IMAGE_LAYOUT_DEPTH_STENCIL_READ_ONLY_OPTIMAL = 4, - VK_IMAGE_LAYOUT_SHADER_READ_ONLY_OPTIMAL = 5, - VK_IMAGE_LAYOUT_TRANSFER_SRC_OPTIMAL = 6, - VK_IMAGE_LAYOUT_TRANSFER_DST_OPTIMAL = 7, - VK_IMAGE_LAYOUT_PREINITIALIZED = 8, - VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_STENCIL_ATTACHMENT_OPTIMAL = 1000117000, - VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_STENCIL_READ_ONLY_OPTIMAL = 1000117001, - VK_IMAGE_LAYOUT_PRESENT_SRC_KHR = 1000001002, - VK_IMAGE_LAYOUT_SHARED_PRESENT_KHR = 1000111000, - VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_STENCIL_ATTACHMENT_OPTIMAL_KHR = - VK_IMAGE_LAYOUT_DEPTH_READ_ONLY_STENCIL_ATTACHMENT_OPTIMAL, - VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_STENCIL_READ_ONLY_OPTIMAL_KHR = - VK_IMAGE_LAYOUT_DEPTH_ATTACHMENT_STENCIL_READ_ONLY_OPTIMAL, - VK_IMAGE_LAYOUT_BEGIN_RANGE = VK_IMAGE_LAYOUT_UNDEFINED, - VK_IMAGE_LAYOUT_END_RANGE = VK_IMAGE_LAYOUT_PREINITIALIZED, - VK_IMAGE_LAYOUT_RANGE_SIZE = (VK_IMAGE_LAYOUT_PREINITIALIZED - VK_IMAGE_LAYOUT_UNDEFINED + 1), - VK_IMAGE_LAYOUT_MAX_ENUM = 0x7FFFFFFF -} VkImageLayout; +typedef enum VkComponentSwizzle { + VK_COMPONENT_SWIZZLE_IDENTITY = 0, + VK_COMPONENT_SWIZZLE_ZERO = 1, + VK_COMPONENT_SWIZZLE_ONE = 2, + VK_COMPONENT_SWIZZLE_R = 3, + VK_COMPONENT_SWIZZLE_G = 4, + VK_COMPONENT_SWIZZLE_B = 5, + VK_COMPONENT_SWIZZLE_A = 6, + VK_COMPONENT_SWIZZLE_MAX_ENUM = 0x7FFFFFFF +} VkComponentSwizzle; typedef enum VkImageViewType { - VK_IMAGE_VIEW_TYPE_1D = 0, - VK_IMAGE_VIEW_TYPE_2D = 1, - VK_IMAGE_VIEW_TYPE_3D = 2, - VK_IMAGE_VIEW_TYPE_CUBE = 3, - VK_IMAGE_VIEW_TYPE_1D_ARRAY = 4, - VK_IMAGE_VIEW_TYPE_2D_ARRAY = 5, - VK_IMAGE_VIEW_TYPE_CUBE_ARRAY = 6, - VK_IMAGE_VIEW_TYPE_BEGIN_RANGE = VK_IMAGE_VIEW_TYPE_1D, - VK_IMAGE_VIEW_TYPE_END_RANGE = VK_IMAGE_VIEW_TYPE_CUBE_ARRAY, - VK_IMAGE_VIEW_TYPE_RANGE_SIZE = (VK_IMAGE_VIEW_TYPE_CUBE_ARRAY - VK_IMAGE_VIEW_TYPE_1D + 1), - VK_IMAGE_VIEW_TYPE_MAX_ENUM = 0x7FFFFFFF + VK_IMAGE_VIEW_TYPE_1D = 0, + VK_IMAGE_VIEW_TYPE_2D = 1, + VK_IMAGE_VIEW_TYPE_3D = 2, + VK_IMAGE_VIEW_TYPE_CUBE = 3, + VK_IMAGE_VIEW_TYPE_1D_ARRAY = 4, + VK_IMAGE_VIEW_TYPE_2D_ARRAY = 5, + VK_IMAGE_VIEW_TYPE_CUBE_ARRAY = 6, + VK_IMAGE_VIEW_TYPE_MAX_ENUM = 0x7FFFFFFF } VkImageViewType; -typedef enum VkComponentSwizzle { - VK_COMPONENT_SWIZZLE_IDENTITY = 0, - VK_COMPONENT_SWIZZLE_ZERO = 1, - VK_COMPONENT_SWIZZLE_ONE = 2, - VK_COMPONENT_SWIZZLE_R = 3, - VK_COMPONENT_SWIZZLE_G = 4, - VK_COMPONENT_SWIZZLE_B = 5, - VK_COMPONENT_SWIZZLE_A = 6, - VK_COMPONENT_SWIZZLE_BEGIN_RANGE = VK_COMPONENT_SWIZZLE_IDENTITY, - VK_COMPONENT_SWIZZLE_END_RANGE = VK_COMPONENT_SWIZZLE_A, - VK_COMPONENT_SWIZZLE_RANGE_SIZE = (VK_COMPONENT_SWIZZLE_A - VK_COMPONENT_SWIZZLE_IDENTITY + 1), - VK_COMPONENT_SWIZZLE_MAX_ENUM = 0x7FFFFFFF -} VkComponentSwizzle; +typedef enum VkBlendFactor { + VK_BLEND_FACTOR_ZERO = 0, + VK_BLEND_FACTOR_ONE = 1, + VK_BLEND_FACTOR_SRC_COLOR = 2, + VK_BLEND_FACTOR_ONE_MINUS_SRC_COLOR = 3, + VK_BLEND_FACTOR_DST_COLOR = 4, + VK_BLEND_FACTOR_ONE_MINUS_DST_COLOR = 5, + VK_BLEND_FACTOR_SRC_ALPHA = 6, + VK_BLEND_FACTOR_ONE_MINUS_SRC_ALPHA = 7, + VK_BLEND_FACTOR_DST_ALPHA = 8, + VK_BLEND_FACTOR_ONE_MINUS_DST_ALPHA = 9, + VK_BLEND_FACTOR_CONSTANT_COLOR = 10, + VK_BLEND_FACTOR_ONE_MINUS_CONSTANT_COLOR = 11, + VK_BLEND_FACTOR_CONSTANT_ALPHA = 12, + VK_BLEND_FACTOR_ONE_MINUS_CONSTANT_ALPHA = 13, + VK_BLEND_FACTOR_SRC_ALPHA_SATURATE = 14, + VK_BLEND_FACTOR_SRC1_COLOR = 15, + VK_BLEND_FACTOR_ONE_MINUS_SRC1_COLOR = 16, + VK_BLEND_FACTOR_SRC1_ALPHA = 17, + VK_BLEND_FACTOR_ONE_MINUS_SRC1_ALPHA = 18, + VK_BLEND_FACTOR_MAX_ENUM = 0x7FFFFFFF +} VkBlendFactor; + +typedef enum VkBlendOp { + VK_BLEND_OP_ADD = 0, + VK_BLEND_OP_SUBTRACT = 1, + VK_BLEND_OP_REVERSE_SUBTRACT = 2, + VK_BLEND_OP_MIN = 3, + VK_BLEND_OP_MAX = 4, + VK_BLEND_OP_ZERO_EXT = 1000148000, + VK_BLEND_OP_SRC_EXT = 1000148001, + VK_BLEND_OP_DST_EXT = 1000148002, + VK_BLEND_OP_SRC_OVER_EXT = 1000148003, + VK_BLEND_OP_DST_OVER_EXT = 1000148004, + VK_BLEND_OP_SRC_IN_EXT = 1000148005, + VK_BLEND_OP_DST_IN_EXT = 1000148006, + VK_BLEND_OP_SRC_OUT_EXT = 1000148007, + VK_BLEND_OP_DST_OUT_EXT = 1000148008, + VK_BLEND_OP_SRC_ATOP_EXT = 1000148009, + VK_BLEND_OP_DST_ATOP_EXT = 1000148010, + VK_BLEND_OP_XOR_EXT = 1000148011, + VK_BLEND_OP_MULTIPLY_EXT = 1000148012, + VK_BLEND_OP_SCREEN_EXT = 1000148013, + VK_BLEND_OP_OVERLAY_EXT = 1000148014, + VK_BLEND_OP_DARKEN_EXT = 1000148015, + VK_BLEND_OP_LIGHTEN_EXT = 1000148016, + VK_BLEND_OP_COLORDODGE_EXT = 1000148017, + VK_BLEND_OP_COLORBURN_EXT = 1000148018, + VK_BLEND_OP_HARDLIGHT_EXT = 1000148019, + VK_BLEND_OP_SOFTLIGHT_EXT = 1000148020, + VK_BLEND_OP_DIFFERENCE_EXT = 1000148021, + VK_BLEND_OP_EXCLUSION_EXT = 1000148022, + VK_BLEND_OP_INVERT_EXT = 1000148023, + VK_BLEND_OP_INVERT_RGB_EXT = 1000148024, + VK_BLEND_OP_LINEARDODGE_EXT = 1000148025, + VK_BLEND_OP_LINEARBURN_EXT = 1000148026, + VK_BLEND_OP_VIVIDLIGHT_EXT = 1000148027, + VK_BLEND_OP_LINEARLIGHT_EXT = 1000148028, + VK_BLEND_OP_PINLIGHT_EXT = 1000148029, + VK_BLEND_OP_HARDMIX_EXT = 1000148030, + VK_BLEND_OP_HSL_HUE_EXT = 1000148031, + VK_BLEND_OP_HSL_SATURATION_EXT = 1000148032, + VK_BLEND_OP_HSL_COLOR_EXT = 1000148033, + VK_BLEND_OP_HSL_LUMINOSITY_EXT = 1000148034, + VK_BLEND_OP_PLUS_EXT = 1000148035, + VK_BLEND_OP_PLUS_CLAMPED_EXT = 1000148036, + VK_BLEND_OP_PLUS_CLAMPED_ALPHA_EXT = 1000148037, + VK_BLEND_OP_PLUS_DARKER_EXT = 1000148038, + VK_BLEND_OP_MINUS_EXT = 1000148039, + VK_BLEND_OP_MINUS_CLAMPED_EXT = 1000148040, + VK_BLEND_OP_CONTRAST_EXT = 1000148041, + VK_BLEND_OP_INVERT_OVG_EXT = 1000148042, + VK_BLEND_OP_RED_EXT = 1000148043, + VK_BLEND_OP_GREEN_EXT = 1000148044, + VK_BLEND_OP_BLUE_EXT = 1000148045, + VK_BLEND_OP_MAX_ENUM = 0x7FFFFFFF +} VkBlendOp; + +typedef enum VkCompareOp { + VK_COMPARE_OP_NEVER = 0, + VK_COMPARE_OP_LESS = 1, + VK_COMPARE_OP_EQUAL = 2, + VK_COMPARE_OP_LESS_OR_EQUAL = 3, + VK_COMPARE_OP_GREATER = 4, + VK_COMPARE_OP_NOT_EQUAL = 5, + VK_COMPARE_OP_GREATER_OR_EQUAL = 6, + VK_COMPARE_OP_ALWAYS = 7, + VK_COMPARE_OP_MAX_ENUM = 0x7FFFFFFF +} VkCompareOp; + +typedef enum VkDynamicState { + VK_DYNAMIC_STATE_VIEWPORT = 0, + VK_DYNAMIC_STATE_SCISSOR = 1, + VK_DYNAMIC_STATE_LINE_WIDTH = 2, + VK_DYNAMIC_STATE_DEPTH_BIAS = 3, + VK_DYNAMIC_STATE_BLEND_CONSTANTS = 4, + VK_DYNAMIC_STATE_DEPTH_BOUNDS = 5, + VK_DYNAMIC_STATE_STENCIL_COMPARE_MASK = 6, + VK_DYNAMIC_STATE_STENCIL_WRITE_MASK = 7, + VK_DYNAMIC_STATE_STENCIL_REFERENCE = 8, + VK_DYNAMIC_STATE_CULL_MODE = 1000267000, + VK_DYNAMIC_STATE_FRONT_FACE = 1000267001, + VK_DYNAMIC_STATE_PRIMITIVE_TOPOLOGY = 1000267002, + VK_DYNAMIC_STATE_VIEWPORT_WITH_COUNT = 1000267003, + VK_DYNAMIC_STATE_SCISSOR_WITH_COUNT = 1000267004, + VK_DYNAMIC_STATE_VERTEX_INPUT_BINDING_STRIDE = 1000267005, + VK_DYNAMIC_STATE_DEPTH_TEST_ENABLE = 1000267006, + VK_DYNAMIC_STATE_DEPTH_WRITE_ENABLE = 1000267007, + VK_DYNAMIC_STATE_DEPTH_COMPARE_OP = 1000267008, + VK_DYNAMIC_STATE_DEPTH_BOUNDS_TEST_ENABLE = 1000267009, + VK_DYNAMIC_STATE_STENCIL_TEST_ENABLE = 1000267010, + VK_DYNAMIC_STATE_STENCIL_OP = 1000267011, + VK_DYNAMIC_STATE_RASTERIZER_DISCARD_ENABLE = 1000377001, + VK_DYNAMIC_STATE_DEPTH_BIAS_ENABLE = 1000377002, + VK_DYNAMIC_STATE_PRIMITIVE_RESTART_ENABLE = 1000377004, + VK_DYNAMIC_STATE_VIEWPORT_W_SCALING_NV = 1000087000, + VK_DYNAMIC_STATE_DISCARD_RECTANGLE_EXT = 1000099000, + VK_DYNAMIC_STATE_SAMPLE_LOCATIONS_EXT = 1000143000, + VK_DYNAMIC_STATE_RAY_TRACING_PIPELINE_STACK_SIZE_KHR = 1000347000, + VK_DYNAMIC_STATE_VIEWPORT_SHADING_RATE_PALETTE_NV = 1000164004, + VK_DYNAMIC_STATE_VIEWPORT_COARSE_SAMPLE_ORDER_NV = 1000164006, + VK_DYNAMIC_STATE_EXCLUSIVE_SCISSOR_NV = 1000205001, + VK_DYNAMIC_STATE_FRAGMENT_SHADING_RATE_KHR = 1000226000, + VK_DYNAMIC_STATE_LINE_STIPPLE_EXT = 1000259000, + VK_DYNAMIC_STATE_VERTEX_INPUT_EXT = 1000352000, + VK_DYNAMIC_STATE_PATCH_CONTROL_POINTS_EXT = 1000377000, + VK_DYNAMIC_STATE_LOGIC_OP_EXT = 1000377003, + VK_DYNAMIC_STATE_COLOR_WRITE_ENABLE_EXT = 1000381000, + VK_DYNAMIC_STATE_CULL_MODE_EXT = VK_DYNAMIC_STATE_CULL_MODE, + VK_DYNAMIC_STATE_FRONT_FACE_EXT = VK_DYNAMIC_STATE_FRONT_FACE, + VK_DYNAMIC_STATE_PRIMITIVE_TOPOLOGY_EXT = VK_DYNAMIC_STATE_PRIMITIVE_TOPOLOGY, + VK_DYNAMIC_STATE_VIEWPORT_WITH_COUNT_EXT = VK_DYNAMIC_STATE_VIEWPORT_WITH_COUNT, + VK_DYNAMIC_STATE_SCISSOR_WITH_COUNT_EXT = VK_DYNAMIC_STATE_SCISSOR_WITH_COUNT, + VK_DYNAMIC_STATE_VERTEX_INPUT_BINDING_STRIDE_EXT = VK_DYNAMIC_STATE_VERTEX_INPUT_BINDING_STRIDE, + VK_DYNAMIC_STATE_DEPTH_TEST_ENABLE_EXT = VK_DYNAMIC_STATE_DEPTH_TEST_ENABLE, + VK_DYNAMIC_STATE_DEPTH_WRITE_ENABLE_EXT = VK_DYNAMIC_STATE_DEPTH_WRITE_ENABLE, + VK_DYNAMIC_STATE_DEPTH_COMPARE_OP_EXT = VK_DYNAMIC_STATE_DEPTH_COMPARE_OP, + VK_DYNAMIC_STATE_DEPTH_BOUNDS_TEST_ENABLE_EXT = VK_DYNAMIC_STATE_DEPTH_BOUNDS_TEST_ENABLE, + VK_DYNAMIC_STATE_STENCIL_TEST_ENABLE_EXT = VK_DYNAMIC_STATE_STENCIL_TEST_ENABLE, + VK_DYNAMIC_STATE_STENCIL_OP_EXT = VK_DYNAMIC_STATE_STENCIL_OP, + VK_DYNAMIC_STATE_RASTERIZER_DISCARD_ENABLE_EXT = VK_DYNAMIC_STATE_RASTERIZER_DISCARD_ENABLE, + VK_DYNAMIC_STATE_DEPTH_BIAS_ENABLE_EXT = VK_DYNAMIC_STATE_DEPTH_BIAS_ENABLE, + VK_DYNAMIC_STATE_PRIMITIVE_RESTART_ENABLE_EXT = VK_DYNAMIC_STATE_PRIMITIVE_RESTART_ENABLE, + VK_DYNAMIC_STATE_MAX_ENUM = 0x7FFFFFFF +} VkDynamicState; + +typedef enum VkFrontFace { + VK_FRONT_FACE_COUNTER_CLOCKWISE = 0, + VK_FRONT_FACE_CLOCKWISE = 1, + VK_FRONT_FACE_MAX_ENUM = 0x7FFFFFFF +} VkFrontFace; typedef enum VkVertexInputRate { - VK_VERTEX_INPUT_RATE_VERTEX = 0, - VK_VERTEX_INPUT_RATE_INSTANCE = 1, - VK_VERTEX_INPUT_RATE_BEGIN_RANGE = VK_VERTEX_INPUT_RATE_VERTEX, - VK_VERTEX_INPUT_RATE_END_RANGE = VK_VERTEX_INPUT_RATE_INSTANCE, - VK_VERTEX_INPUT_RATE_RANGE_SIZE = (VK_VERTEX_INPUT_RATE_INSTANCE - VK_VERTEX_INPUT_RATE_VERTEX + 1), - VK_VERTEX_INPUT_RATE_MAX_ENUM = 0x7FFFFFFF + VK_VERTEX_INPUT_RATE_VERTEX = 0, + VK_VERTEX_INPUT_RATE_INSTANCE = 1, + VK_VERTEX_INPUT_RATE_MAX_ENUM = 0x7FFFFFFF } VkVertexInputRate; typedef enum VkPrimitiveTopology { - VK_PRIMITIVE_TOPOLOGY_POINT_LIST = 0, - VK_PRIMITIVE_TOPOLOGY_LINE_LIST = 1, - VK_PRIMITIVE_TOPOLOGY_LINE_STRIP = 2, - VK_PRIMITIVE_TOPOLOGY_TRIANGLE_LIST = 3, - VK_PRIMITIVE_TOPOLOGY_TRIANGLE_STRIP = 4, - VK_PRIMITIVE_TOPOLOGY_TRIANGLE_FAN = 5, - VK_PRIMITIVE_TOPOLOGY_LINE_LIST_WITH_ADJACENCY = 6, - VK_PRIMITIVE_TOPOLOGY_LINE_STRIP_WITH_ADJACENCY = 7, - VK_PRIMITIVE_TOPOLOGY_TRIANGLE_LIST_WITH_ADJACENCY = 8, + VK_PRIMITIVE_TOPOLOGY_POINT_LIST = 0, + VK_PRIMITIVE_TOPOLOGY_LINE_LIST = 1, + VK_PRIMITIVE_TOPOLOGY_LINE_STRIP = 2, + VK_PRIMITIVE_TOPOLOGY_TRIANGLE_LIST = 3, + VK_PRIMITIVE_TOPOLOGY_TRIANGLE_STRIP = 4, + VK_PRIMITIVE_TOPOLOGY_TRIANGLE_FAN = 5, + VK_PRIMITIVE_TOPOLOGY_LINE_LIST_WITH_ADJACENCY = 6, + VK_PRIMITIVE_TOPOLOGY_LINE_STRIP_WITH_ADJACENCY = 7, + VK_PRIMITIVE_TOPOLOGY_TRIANGLE_LIST_WITH_ADJACENCY = 8, VK_PRIMITIVE_TOPOLOGY_TRIANGLE_STRIP_WITH_ADJACENCY = 9, - VK_PRIMITIVE_TOPOLOGY_PATCH_LIST = 10, - VK_PRIMITIVE_TOPOLOGY_BEGIN_RANGE = VK_PRIMITIVE_TOPOLOGY_POINT_LIST, - VK_PRIMITIVE_TOPOLOGY_END_RANGE = VK_PRIMITIVE_TOPOLOGY_PATCH_LIST, - VK_PRIMITIVE_TOPOLOGY_RANGE_SIZE = (VK_PRIMITIVE_TOPOLOGY_PATCH_LIST - VK_PRIMITIVE_TOPOLOGY_POINT_LIST + 1), - VK_PRIMITIVE_TOPOLOGY_MAX_ENUM = 0x7FFFFFFF + VK_PRIMITIVE_TOPOLOGY_PATCH_LIST = 10, + VK_PRIMITIVE_TOPOLOGY_MAX_ENUM = 0x7FFFFFFF } VkPrimitiveTopology; typedef enum VkPolygonMode { - VK_POLYGON_MODE_FILL = 0, - VK_POLYGON_MODE_LINE = 1, - VK_POLYGON_MODE_POINT = 2, + VK_POLYGON_MODE_FILL = 0, + VK_POLYGON_MODE_LINE = 1, + VK_POLYGON_MODE_POINT = 2, VK_POLYGON_MODE_FILL_RECTANGLE_NV = 1000153000, - VK_POLYGON_MODE_BEGIN_RANGE = VK_POLYGON_MODE_FILL, - VK_POLYGON_MODE_END_RANGE = VK_POLYGON_MODE_POINT, - VK_POLYGON_MODE_RANGE_SIZE = (VK_POLYGON_MODE_POINT - VK_POLYGON_MODE_FILL + 1), - VK_POLYGON_MODE_MAX_ENUM = 0x7FFFFFFF + VK_POLYGON_MODE_MAX_ENUM = 0x7FFFFFFF } VkPolygonMode; -typedef enum VkFrontFace { - VK_FRONT_FACE_COUNTER_CLOCKWISE = 0, - VK_FRONT_FACE_CLOCKWISE = 1, - VK_FRONT_FACE_BEGIN_RANGE = VK_FRONT_FACE_COUNTER_CLOCKWISE, - VK_FRONT_FACE_END_RANGE = VK_FRONT_FACE_CLOCKWISE, - VK_FRONT_FACE_RANGE_SIZE = (VK_FRONT_FACE_CLOCKWISE - VK_FRONT_FACE_COUNTER_CLOCKWISE + 1), - VK_FRONT_FACE_MAX_ENUM = 0x7FFFFFFF -} VkFrontFace; - -typedef enum VkCompareOp { - VK_COMPARE_OP_NEVER = 0, - VK_COMPARE_OP_LESS = 1, - VK_COMPARE_OP_EQUAL = 2, - VK_COMPARE_OP_LESS_OR_EQUAL = 3, - VK_COMPARE_OP_GREATER = 4, - VK_COMPARE_OP_NOT_EQUAL = 5, - VK_COMPARE_OP_GREATER_OR_EQUAL = 6, - VK_COMPARE_OP_ALWAYS = 7, - VK_COMPARE_OP_BEGIN_RANGE = VK_COMPARE_OP_NEVER, - VK_COMPARE_OP_END_RANGE = VK_COMPARE_OP_ALWAYS, - VK_COMPARE_OP_RANGE_SIZE = (VK_COMPARE_OP_ALWAYS - VK_COMPARE_OP_NEVER + 1), - VK_COMPARE_OP_MAX_ENUM = 0x7FFFFFFF -} VkCompareOp; - typedef enum VkStencilOp { - VK_STENCIL_OP_KEEP = 0, - VK_STENCIL_OP_ZERO = 1, - VK_STENCIL_OP_REPLACE = 2, + VK_STENCIL_OP_KEEP = 0, + VK_STENCIL_OP_ZERO = 1, + VK_STENCIL_OP_REPLACE = 2, VK_STENCIL_OP_INCREMENT_AND_CLAMP = 3, VK_STENCIL_OP_DECREMENT_AND_CLAMP = 4, - VK_STENCIL_OP_INVERT = 5, - VK_STENCIL_OP_INCREMENT_AND_WRAP = 6, - VK_STENCIL_OP_DECREMENT_AND_WRAP = 7, - VK_STENCIL_OP_BEGIN_RANGE = VK_STENCIL_OP_KEEP, - VK_STENCIL_OP_END_RANGE = VK_STENCIL_OP_DECREMENT_AND_WRAP, - VK_STENCIL_OP_RANGE_SIZE = (VK_STENCIL_OP_DECREMENT_AND_WRAP - VK_STENCIL_OP_KEEP + 1), - VK_STENCIL_OP_MAX_ENUM = 0x7FFFFFFF + VK_STENCIL_OP_INVERT = 5, + VK_STENCIL_OP_INCREMENT_AND_WRAP = 6, + VK_STENCIL_OP_DECREMENT_AND_WRAP = 7, + VK_STENCIL_OP_MAX_ENUM = 0x7FFFFFFF } VkStencilOp; typedef enum VkLogicOp { - VK_LOGIC_OP_CLEAR = 0, - VK_LOGIC_OP_AND = 1, - VK_LOGIC_OP_AND_REVERSE = 2, - VK_LOGIC_OP_COPY = 3, - VK_LOGIC_OP_AND_INVERTED = 4, - VK_LOGIC_OP_NO_OP = 5, - VK_LOGIC_OP_XOR = 6, - VK_LOGIC_OP_OR = 7, - VK_LOGIC_OP_NOR = 8, - VK_LOGIC_OP_EQUIVALENT = 9, - VK_LOGIC_OP_INVERT = 10, - VK_LOGIC_OP_OR_REVERSE = 11, + VK_LOGIC_OP_CLEAR = 0, + VK_LOGIC_OP_AND = 1, + VK_LOGIC_OP_AND_REVERSE = 2, + VK_LOGIC_OP_COPY = 3, + VK_LOGIC_OP_AND_INVERTED = 4, + VK_LOGIC_OP_NO_OP = 5, + VK_LOGIC_OP_XOR = 6, + VK_LOGIC_OP_OR = 7, + VK_LOGIC_OP_NOR = 8, + VK_LOGIC_OP_EQUIVALENT = 9, + VK_LOGIC_OP_INVERT = 10, + VK_LOGIC_OP_OR_REVERSE = 11, VK_LOGIC_OP_COPY_INVERTED = 12, - VK_LOGIC_OP_OR_INVERTED = 13, - VK_LOGIC_OP_NAND = 14, - VK_LOGIC_OP_SET = 15, - VK_LOGIC_OP_BEGIN_RANGE = VK_LOGIC_OP_CLEAR, - VK_LOGIC_OP_END_RANGE = VK_LOGIC_OP_SET, - VK_LOGIC_OP_RANGE_SIZE = (VK_LOGIC_OP_SET - VK_LOGIC_OP_CLEAR + 1), - VK_LOGIC_OP_MAX_ENUM = 0x7FFFFFFF + VK_LOGIC_OP_OR_INVERTED = 13, + VK_LOGIC_OP_NAND = 14, + VK_LOGIC_OP_SET = 15, + VK_LOGIC_OP_MAX_ENUM = 0x7FFFFFFF } VkLogicOp; -typedef enum VkBlendFactor { - VK_BLEND_FACTOR_ZERO = 0, - VK_BLEND_FACTOR_ONE = 1, - VK_BLEND_FACTOR_SRC_COLOR = 2, - VK_BLEND_FACTOR_ONE_MINUS_SRC_COLOR = 3, - VK_BLEND_FACTOR_DST_COLOR = 4, - VK_BLEND_FACTOR_ONE_MINUS_DST_COLOR = 5, - VK_BLEND_FACTOR_SRC_ALPHA = 6, - VK_BLEND_FACTOR_ONE_MINUS_SRC_ALPHA = 7, - VK_BLEND_FACTOR_DST_ALPHA = 8, - VK_BLEND_FACTOR_ONE_MINUS_DST_ALPHA = 9, - VK_BLEND_FACTOR_CONSTANT_COLOR = 10, - VK_BLEND_FACTOR_ONE_MINUS_CONSTANT_COLOR = 11, - VK_BLEND_FACTOR_CONSTANT_ALPHA = 12, - VK_BLEND_FACTOR_ONE_MINUS_CONSTANT_ALPHA = 13, - VK_BLEND_FACTOR_SRC_ALPHA_SATURATE = 14, - VK_BLEND_FACTOR_SRC1_COLOR = 15, - VK_BLEND_FACTOR_ONE_MINUS_SRC1_COLOR = 16, - VK_BLEND_FACTOR_SRC1_ALPHA = 17, - VK_BLEND_FACTOR_ONE_MINUS_SRC1_ALPHA = 18, - VK_BLEND_FACTOR_BEGIN_RANGE = VK_BLEND_FACTOR_ZERO, - VK_BLEND_FACTOR_END_RANGE = VK_BLEND_FACTOR_ONE_MINUS_SRC1_ALPHA, - VK_BLEND_FACTOR_RANGE_SIZE = (VK_BLEND_FACTOR_ONE_MINUS_SRC1_ALPHA - VK_BLEND_FACTOR_ZERO + 1), - VK_BLEND_FACTOR_MAX_ENUM = 0x7FFFFFFF -} VkBlendFactor; - -typedef enum VkBlendOp { - VK_BLEND_OP_ADD = 0, - VK_BLEND_OP_SUBTRACT = 1, - VK_BLEND_OP_REVERSE_SUBTRACT = 2, - VK_BLEND_OP_MIN = 3, - VK_BLEND_OP_MAX = 4, - VK_BLEND_OP_ZERO_EXT = 1000148000, - VK_BLEND_OP_SRC_EXT = 1000148001, - VK_BLEND_OP_DST_EXT = 1000148002, - VK_BLEND_OP_SRC_OVER_EXT = 1000148003, - VK_BLEND_OP_DST_OVER_EXT = 1000148004, - VK_BLEND_OP_SRC_IN_EXT = 1000148005, - VK_BLEND_OP_DST_IN_EXT = 1000148006, - VK_BLEND_OP_SRC_OUT_EXT = 1000148007, - VK_BLEND_OP_DST_OUT_EXT = 1000148008, - VK_BLEND_OP_SRC_ATOP_EXT = 1000148009, - VK_BLEND_OP_DST_ATOP_EXT = 1000148010, - VK_BLEND_OP_XOR_EXT = 1000148011, - VK_BLEND_OP_MULTIPLY_EXT = 1000148012, - VK_BLEND_OP_SCREEN_EXT = 1000148013, - VK_BLEND_OP_OVERLAY_EXT = 1000148014, - VK_BLEND_OP_DARKEN_EXT = 1000148015, - VK_BLEND_OP_LIGHTEN_EXT = 1000148016, - VK_BLEND_OP_COLORDODGE_EXT = 1000148017, - VK_BLEND_OP_COLORBURN_EXT = 1000148018, - VK_BLEND_OP_HARDLIGHT_EXT = 1000148019, - VK_BLEND_OP_SOFTLIGHT_EXT = 1000148020, - VK_BLEND_OP_DIFFERENCE_EXT = 1000148021, - VK_BLEND_OP_EXCLUSION_EXT = 1000148022, - VK_BLEND_OP_INVERT_EXT = 1000148023, - VK_BLEND_OP_INVERT_RGB_EXT = 1000148024, - VK_BLEND_OP_LINEARDODGE_EXT = 1000148025, - VK_BLEND_OP_LINEARBURN_EXT = 1000148026, - VK_BLEND_OP_VIVIDLIGHT_EXT = 1000148027, - VK_BLEND_OP_LINEARLIGHT_EXT = 1000148028, - VK_BLEND_OP_PINLIGHT_EXT = 1000148029, - VK_BLEND_OP_HARDMIX_EXT = 1000148030, - VK_BLEND_OP_HSL_HUE_EXT = 1000148031, - VK_BLEND_OP_HSL_SATURATION_EXT = 1000148032, - VK_BLEND_OP_HSL_COLOR_EXT = 1000148033, - VK_BLEND_OP_HSL_LUMINOSITY_EXT = 1000148034, - VK_BLEND_OP_PLUS_EXT = 1000148035, - VK_BLEND_OP_PLUS_CLAMPED_EXT = 1000148036, - VK_BLEND_OP_PLUS_CLAMPED_ALPHA_EXT = 1000148037, - VK_BLEND_OP_PLUS_DARKER_EXT = 1000148038, - VK_BLEND_OP_MINUS_EXT = 1000148039, - VK_BLEND_OP_MINUS_CLAMPED_EXT = 1000148040, - VK_BLEND_OP_CONTRAST_EXT = 1000148041, - VK_BLEND_OP_INVERT_OVG_EXT = 1000148042, - VK_BLEND_OP_RED_EXT = 1000148043, - VK_BLEND_OP_GREEN_EXT = 1000148044, - VK_BLEND_OP_BLUE_EXT = 1000148045, - VK_BLEND_OP_BEGIN_RANGE = VK_BLEND_OP_ADD, - VK_BLEND_OP_END_RANGE = VK_BLEND_OP_MAX, - VK_BLEND_OP_RANGE_SIZE = (VK_BLEND_OP_MAX - VK_BLEND_OP_ADD + 1), - VK_BLEND_OP_MAX_ENUM = 0x7FFFFFFF -} VkBlendOp; - -typedef enum VkDynamicState { - VK_DYNAMIC_STATE_VIEWPORT = 0, - VK_DYNAMIC_STATE_SCISSOR = 1, - VK_DYNAMIC_STATE_LINE_WIDTH = 2, - VK_DYNAMIC_STATE_DEPTH_BIAS = 3, - VK_DYNAMIC_STATE_BLEND_CONSTANTS = 4, - VK_DYNAMIC_STATE_DEPTH_BOUNDS = 5, - VK_DYNAMIC_STATE_STENCIL_COMPARE_MASK = 6, - VK_DYNAMIC_STATE_STENCIL_WRITE_MASK = 7, - VK_DYNAMIC_STATE_STENCIL_REFERENCE = 8, - VK_DYNAMIC_STATE_VIEWPORT_W_SCALING_NV = 1000087000, - VK_DYNAMIC_STATE_DISCARD_RECTANGLE_EXT = 1000099000, - VK_DYNAMIC_STATE_SAMPLE_LOCATIONS_EXT = 1000143000, - VK_DYNAMIC_STATE_BEGIN_RANGE = VK_DYNAMIC_STATE_VIEWPORT, - VK_DYNAMIC_STATE_END_RANGE = VK_DYNAMIC_STATE_STENCIL_REFERENCE, - VK_DYNAMIC_STATE_RANGE_SIZE = (VK_DYNAMIC_STATE_STENCIL_REFERENCE - VK_DYNAMIC_STATE_VIEWPORT + 1), - VK_DYNAMIC_STATE_MAX_ENUM = 0x7FFFFFFF -} VkDynamicState; +typedef enum VkBorderColor { + VK_BORDER_COLOR_FLOAT_TRANSPARENT_BLACK = 0, + VK_BORDER_COLOR_INT_TRANSPARENT_BLACK = 1, + VK_BORDER_COLOR_FLOAT_OPAQUE_BLACK = 2, + VK_BORDER_COLOR_INT_OPAQUE_BLACK = 3, + VK_BORDER_COLOR_FLOAT_OPAQUE_WHITE = 4, + VK_BORDER_COLOR_INT_OPAQUE_WHITE = 5, + VK_BORDER_COLOR_FLOAT_CUSTOM_EXT = 1000287003, + VK_BORDER_COLOR_INT_CUSTOM_EXT = 1000287004, + VK_BORDER_COLOR_MAX_ENUM = 0x7FFFFFFF +} VkBorderColor; typedef enum VkFilter { - VK_FILTER_NEAREST = 0, - VK_FILTER_LINEAR = 1, - VK_FILTER_CUBIC_IMG = 1000015000, - VK_FILTER_BEGIN_RANGE = VK_FILTER_NEAREST, - VK_FILTER_END_RANGE = VK_FILTER_LINEAR, - VK_FILTER_RANGE_SIZE = (VK_FILTER_LINEAR - VK_FILTER_NEAREST + 1), - VK_FILTER_MAX_ENUM = 0x7FFFFFFF + VK_FILTER_NEAREST = 0, + VK_FILTER_LINEAR = 1, + VK_FILTER_CUBIC_IMG = 1000015000, + VK_FILTER_CUBIC_EXT = VK_FILTER_CUBIC_IMG, + VK_FILTER_MAX_ENUM = 0x7FFFFFFF } VkFilter; -typedef enum VkSamplerMipmapMode { - VK_SAMPLER_MIPMAP_MODE_NEAREST = 0, - VK_SAMPLER_MIPMAP_MODE_LINEAR = 1, - VK_SAMPLER_MIPMAP_MODE_BEGIN_RANGE = VK_SAMPLER_MIPMAP_MODE_NEAREST, - VK_SAMPLER_MIPMAP_MODE_END_RANGE = VK_SAMPLER_MIPMAP_MODE_LINEAR, - VK_SAMPLER_MIPMAP_MODE_RANGE_SIZE = (VK_SAMPLER_MIPMAP_MODE_LINEAR - VK_SAMPLER_MIPMAP_MODE_NEAREST + 1), - VK_SAMPLER_MIPMAP_MODE_MAX_ENUM = 0x7FFFFFFF -} VkSamplerMipmapMode; - typedef enum VkSamplerAddressMode { - VK_SAMPLER_ADDRESS_MODE_REPEAT = 0, - VK_SAMPLER_ADDRESS_MODE_MIRRORED_REPEAT = 1, - VK_SAMPLER_ADDRESS_MODE_CLAMP_TO_EDGE = 2, - VK_SAMPLER_ADDRESS_MODE_CLAMP_TO_BORDER = 3, + VK_SAMPLER_ADDRESS_MODE_REPEAT = 0, + VK_SAMPLER_ADDRESS_MODE_MIRRORED_REPEAT = 1, + VK_SAMPLER_ADDRESS_MODE_CLAMP_TO_EDGE = 2, + VK_SAMPLER_ADDRESS_MODE_CLAMP_TO_BORDER = 3, VK_SAMPLER_ADDRESS_MODE_MIRROR_CLAMP_TO_EDGE = 4, - VK_SAMPLER_ADDRESS_MODE_BEGIN_RANGE = VK_SAMPLER_ADDRESS_MODE_REPEAT, - VK_SAMPLER_ADDRESS_MODE_END_RANGE = VK_SAMPLER_ADDRESS_MODE_CLAMP_TO_BORDER, - VK_SAMPLER_ADDRESS_MODE_RANGE_SIZE = (VK_SAMPLER_ADDRESS_MODE_CLAMP_TO_BORDER - VK_SAMPLER_ADDRESS_MODE_REPEAT + 1), - VK_SAMPLER_ADDRESS_MODE_MAX_ENUM = 0x7FFFFFFF + VK_SAMPLER_ADDRESS_MODE_MIRROR_CLAMP_TO_EDGE_KHR = VK_SAMPLER_ADDRESS_MODE_MIRROR_CLAMP_TO_EDGE, + VK_SAMPLER_ADDRESS_MODE_MAX_ENUM = 0x7FFFFFFF } VkSamplerAddressMode; -typedef enum VkBorderColor { - VK_BORDER_COLOR_FLOAT_TRANSPARENT_BLACK = 0, - VK_BORDER_COLOR_INT_TRANSPARENT_BLACK = 1, - VK_BORDER_COLOR_FLOAT_OPAQUE_BLACK = 2, - VK_BORDER_COLOR_INT_OPAQUE_BLACK = 3, - VK_BORDER_COLOR_FLOAT_OPAQUE_WHITE = 4, - VK_BORDER_COLOR_INT_OPAQUE_WHITE = 5, - VK_BORDER_COLOR_BEGIN_RANGE = VK_BORDER_COLOR_FLOAT_TRANSPARENT_BLACK, - VK_BORDER_COLOR_END_RANGE = VK_BORDER_COLOR_INT_OPAQUE_WHITE, - VK_BORDER_COLOR_RANGE_SIZE = (VK_BORDER_COLOR_INT_OPAQUE_WHITE - VK_BORDER_COLOR_FLOAT_TRANSPARENT_BLACK + 1), - VK_BORDER_COLOR_MAX_ENUM = 0x7FFFFFFF -} VkBorderColor; +typedef enum VkSamplerMipmapMode { + VK_SAMPLER_MIPMAP_MODE_NEAREST = 0, + VK_SAMPLER_MIPMAP_MODE_LINEAR = 1, + VK_SAMPLER_MIPMAP_MODE_MAX_ENUM = 0x7FFFFFFF +} VkSamplerMipmapMode; typedef enum VkDescriptorType { - VK_DESCRIPTOR_TYPE_SAMPLER = 0, + VK_DESCRIPTOR_TYPE_SAMPLER = 0, VK_DESCRIPTOR_TYPE_COMBINED_IMAGE_SAMPLER = 1, - VK_DESCRIPTOR_TYPE_SAMPLED_IMAGE = 2, - VK_DESCRIPTOR_TYPE_STORAGE_IMAGE = 3, - VK_DESCRIPTOR_TYPE_UNIFORM_TEXEL_BUFFER = 4, - VK_DESCRIPTOR_TYPE_STORAGE_TEXEL_BUFFER = 5, - VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER = 6, - VK_DESCRIPTOR_TYPE_STORAGE_BUFFER = 7, + VK_DESCRIPTOR_TYPE_SAMPLED_IMAGE = 2, + VK_DESCRIPTOR_TYPE_STORAGE_IMAGE = 3, + VK_DESCRIPTOR_TYPE_UNIFORM_TEXEL_BUFFER = 4, + VK_DESCRIPTOR_TYPE_STORAGE_TEXEL_BUFFER = 5, + VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER = 6, + VK_DESCRIPTOR_TYPE_STORAGE_BUFFER = 7, VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER_DYNAMIC = 8, VK_DESCRIPTOR_TYPE_STORAGE_BUFFER_DYNAMIC = 9, - VK_DESCRIPTOR_TYPE_INPUT_ATTACHMENT = 10, - VK_DESCRIPTOR_TYPE_BEGIN_RANGE = VK_DESCRIPTOR_TYPE_SAMPLER, - VK_DESCRIPTOR_TYPE_END_RANGE = VK_DESCRIPTOR_TYPE_INPUT_ATTACHMENT, - VK_DESCRIPTOR_TYPE_RANGE_SIZE = (VK_DESCRIPTOR_TYPE_INPUT_ATTACHMENT - VK_DESCRIPTOR_TYPE_SAMPLER + 1), - VK_DESCRIPTOR_TYPE_MAX_ENUM = 0x7FFFFFFF + VK_DESCRIPTOR_TYPE_INPUT_ATTACHMENT = 10, + VK_DESCRIPTOR_TYPE_INLINE_UNIFORM_BLOCK = 1000138000, + VK_DESCRIPTOR_TYPE_ACCELERATION_STRUCTURE_KHR = 1000150000, + VK_DESCRIPTOR_TYPE_ACCELERATION_STRUCTURE_NV = 1000165000, + VK_DESCRIPTOR_TYPE_MUTABLE_VALVE = 1000351000, + VK_DESCRIPTOR_TYPE_INLINE_UNIFORM_BLOCK_EXT = VK_DESCRIPTOR_TYPE_INLINE_UNIFORM_BLOCK, + VK_DESCRIPTOR_TYPE_MAX_ENUM = 0x7FFFFFFF } VkDescriptorType; typedef enum VkAttachmentLoadOp { - VK_ATTACHMENT_LOAD_OP_LOAD = 0, - VK_ATTACHMENT_LOAD_OP_CLEAR = 1, - VK_ATTACHMENT_LOAD_OP_DONT_CARE = 2, - VK_ATTACHMENT_LOAD_OP_BEGIN_RANGE = VK_ATTACHMENT_LOAD_OP_LOAD, - VK_ATTACHMENT_LOAD_OP_END_RANGE = VK_ATTACHMENT_LOAD_OP_DONT_CARE, - VK_ATTACHMENT_LOAD_OP_RANGE_SIZE = (VK_ATTACHMENT_LOAD_OP_DONT_CARE - VK_ATTACHMENT_LOAD_OP_LOAD + 1), - VK_ATTACHMENT_LOAD_OP_MAX_ENUM = 0x7FFFFFFF + VK_ATTACHMENT_LOAD_OP_LOAD = 0, + VK_ATTACHMENT_LOAD_OP_CLEAR = 1, + VK_ATTACHMENT_LOAD_OP_DONT_CARE = 2, + VK_ATTACHMENT_LOAD_OP_NONE_EXT = 1000400000, + VK_ATTACHMENT_LOAD_OP_MAX_ENUM = 0x7FFFFFFF } VkAttachmentLoadOp; typedef enum VkAttachmentStoreOp { - VK_ATTACHMENT_STORE_OP_STORE = 0, - VK_ATTACHMENT_STORE_OP_DONT_CARE = 1, - VK_ATTACHMENT_STORE_OP_BEGIN_RANGE = VK_ATTACHMENT_STORE_OP_STORE, - VK_ATTACHMENT_STORE_OP_END_RANGE = VK_ATTACHMENT_STORE_OP_DONT_CARE, - VK_ATTACHMENT_STORE_OP_RANGE_SIZE = (VK_ATTACHMENT_STORE_OP_DONT_CARE - VK_ATTACHMENT_STORE_OP_STORE + 1), - VK_ATTACHMENT_STORE_OP_MAX_ENUM = 0x7FFFFFFF + VK_ATTACHMENT_STORE_OP_STORE = 0, + VK_ATTACHMENT_STORE_OP_DONT_CARE = 1, + VK_ATTACHMENT_STORE_OP_NONE = 1000301000, + VK_ATTACHMENT_STORE_OP_NONE_KHR = VK_ATTACHMENT_STORE_OP_NONE, + VK_ATTACHMENT_STORE_OP_NONE_QCOM = VK_ATTACHMENT_STORE_OP_NONE, + VK_ATTACHMENT_STORE_OP_NONE_EXT = VK_ATTACHMENT_STORE_OP_NONE, + VK_ATTACHMENT_STORE_OP_MAX_ENUM = 0x7FFFFFFF } VkAttachmentStoreOp; typedef enum VkPipelineBindPoint { - VK_PIPELINE_BIND_POINT_GRAPHICS = 0, - VK_PIPELINE_BIND_POINT_COMPUTE = 1, - VK_PIPELINE_BIND_POINT_BEGIN_RANGE = VK_PIPELINE_BIND_POINT_GRAPHICS, - VK_PIPELINE_BIND_POINT_END_RANGE = VK_PIPELINE_BIND_POINT_COMPUTE, - VK_PIPELINE_BIND_POINT_RANGE_SIZE = (VK_PIPELINE_BIND_POINT_COMPUTE - VK_PIPELINE_BIND_POINT_GRAPHICS + 1), - VK_PIPELINE_BIND_POINT_MAX_ENUM = 0x7FFFFFFF + VK_PIPELINE_BIND_POINT_GRAPHICS = 0, + VK_PIPELINE_BIND_POINT_COMPUTE = 1, + VK_PIPELINE_BIND_POINT_RAY_TRACING_KHR = 1000165000, + VK_PIPELINE_BIND_POINT_SUBPASS_SHADING_HUAWEI = 1000369003, + VK_PIPELINE_BIND_POINT_RAY_TRACING_NV = VK_PIPELINE_BIND_POINT_RAY_TRACING_KHR, + VK_PIPELINE_BIND_POINT_MAX_ENUM = 0x7FFFFFFF } VkPipelineBindPoint; typedef enum VkCommandBufferLevel { - VK_COMMAND_BUFFER_LEVEL_PRIMARY = 0, - VK_COMMAND_BUFFER_LEVEL_SECONDARY = 1, - VK_COMMAND_BUFFER_LEVEL_BEGIN_RANGE = VK_COMMAND_BUFFER_LEVEL_PRIMARY, - VK_COMMAND_BUFFER_LEVEL_END_RANGE = VK_COMMAND_BUFFER_LEVEL_SECONDARY, - VK_COMMAND_BUFFER_LEVEL_RANGE_SIZE = (VK_COMMAND_BUFFER_LEVEL_SECONDARY - VK_COMMAND_BUFFER_LEVEL_PRIMARY + 1), - VK_COMMAND_BUFFER_LEVEL_MAX_ENUM = 0x7FFFFFFF + VK_COMMAND_BUFFER_LEVEL_PRIMARY = 0, + VK_COMMAND_BUFFER_LEVEL_SECONDARY = 1, + VK_COMMAND_BUFFER_LEVEL_MAX_ENUM = 0x7FFFFFFF } VkCommandBufferLevel; typedef enum VkIndexType { - VK_intYPE_UINT16 = 0, - VK_intYPE_UINT32 = 1, - VK_intYPE_BEGIN_RANGE = VK_intYPE_UINT16, - VK_intYPE_END_RANGE = VK_intYPE_UINT32, - VK_intYPE_RANGE_SIZE = (VK_intYPE_UINT32 - VK_intYPE_UINT16 + 1), - VK_intYPE_MAX_ENUM = 0x7FFFFFFF + VK_INDEX_TYPE_UINT16 = 0, + VK_INDEX_TYPE_UINT32 = 1, + VK_INDEX_TYPE_NONE_KHR = 1000165000, + VK_INDEX_TYPE_UINT8_EXT = 1000265000, + VK_INDEX_TYPE_NONE_NV = VK_INDEX_TYPE_NONE_KHR, + VK_INDEX_TYPE_MAX_ENUM = 0x7FFFFFFF } VkIndexType; typedef enum VkSubpassContents { - VK_SUBPASS_CONTENTS_INLINE = 0, + VK_SUBPASS_CONTENTS_INLINE = 0, VK_SUBPASS_CONTENTS_SECONDARY_COMMAND_BUFFERS = 1, - VK_SUBPASS_CONTENTS_BEGIN_RANGE = VK_SUBPASS_CONTENTS_INLINE, - VK_SUBPASS_CONTENTS_END_RANGE = VK_SUBPASS_CONTENTS_SECONDARY_COMMAND_BUFFERS, - VK_SUBPASS_CONTENTS_RANGE_SIZE = (VK_SUBPASS_CONTENTS_SECONDARY_COMMAND_BUFFERS - VK_SUBPASS_CONTENTS_INLINE + 1), - VK_SUBPASS_CONTENTS_MAX_ENUM = 0x7FFFFFFF + VK_SUBPASS_CONTENTS_MAX_ENUM = 0x7FFFFFFF } VkSubpassContents; -typedef enum VkObjectType { - VK_OBJECT_TYPE_UNKNOWN = 0, - VK_OBJECT_TYPE_INSTANCE = 1, - VK_OBJECT_TYPE_PHYSICAL_DEVICE = 2, - VK_OBJECT_TYPE_DEVICE = 3, - VK_OBJECT_TYPE_QUEUE = 4, - VK_OBJECT_TYPE_SEMAPHORE = 5, - VK_OBJECT_TYPE_COMMAND_BUFFER = 6, - VK_OBJECT_TYPE_FENCE = 7, - VK_OBJECT_TYPE_DEVICE_MEMORY = 8, - VK_OBJECT_TYPE_BUFFER = 9, - VK_OBJECT_TYPE_IMAGE = 10, - VK_OBJECT_TYPE_EVENT = 11, - VK_OBJECT_TYPE_QUERY_POOL = 12, - VK_OBJECT_TYPE_BUFFER_VIEW = 13, - VK_OBJECT_TYPE_IMAGE_VIEW = 14, - VK_OBJECT_TYPE_SHADER_MODULE = 15, - VK_OBJECT_TYPE_PIPELINE_CACHE = 16, - VK_OBJECT_TYPE_PIPELINE_LAYOUT = 17, - VK_OBJECT_TYPE_RENDER_PASS = 18, - VK_OBJECT_TYPE_PIPELINE = 19, - VK_OBJECT_TYPE_DESCRIPTOR_SET_LAYOUT = 20, - VK_OBJECT_TYPE_SAMPLER = 21, - VK_OBJECT_TYPE_DESCRIPTOR_POOL = 22, - VK_OBJECT_TYPE_DESCRIPTOR_SET = 23, - VK_OBJECT_TYPE_FRAMEBUFFER = 24, - VK_OBJECT_TYPE_COMMAND_POOL = 25, - VK_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION = 1000156000, - VK_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE = 1000085000, - VK_OBJECT_TYPE_SURFACE_KHR = 1000000000, - VK_OBJECT_TYPE_SWAPCHAIN_KHR = 1000001000, - VK_OBJECT_TYPE_DISPLAY_KHR = 1000002000, - VK_OBJECT_TYPE_DISPLAY_MODE_KHR = 1000002001, - VK_OBJECT_TYPE_DEBUG_REPORT_CALLBACK_EXT = 1000011000, - VK_OBJECT_TYPE_OBJECT_TABLE_NVX = 1000086000, - VK_OBJECT_TYPE_INDIRECT_COMMANDS_LAYOUT_NVX = 1000086001, - VK_OBJECT_TYPE_DEBUG_UTILS_MESSENGER_EXT = 1000128000, - VK_OBJECT_TYPE_VALIDATION_CACHE_EXT = 1000160000, - VK_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_KHR = VK_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE, - VK_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_KHR = VK_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION, - VK_OBJECT_TYPE_BEGIN_RANGE = VK_OBJECT_TYPE_UNKNOWN, - VK_OBJECT_TYPE_END_RANGE = VK_OBJECT_TYPE_COMMAND_POOL, - VK_OBJECT_TYPE_RANGE_SIZE = (VK_OBJECT_TYPE_COMMAND_POOL - VK_OBJECT_TYPE_UNKNOWN + 1), - VK_OBJECT_TYPE_MAX_ENUM = 0x7FFFFFFF -} VkObjectType; +typedef enum VkAccessFlagBits { + VK_ACCESS_INDIRECT_COMMAND_READ_BIT = 0x00000001, + VK_ACCESS_INDEX_READ_BIT = 0x00000002, + VK_ACCESS_VERTEX_ATTRIBUTE_READ_BIT = 0x00000004, + VK_ACCESS_UNIFORM_READ_BIT = 0x00000008, + VK_ACCESS_INPUT_ATTACHMENT_READ_BIT = 0x00000010, + VK_ACCESS_SHADER_READ_BIT = 0x00000020, + VK_ACCESS_SHADER_WRITE_BIT = 0x00000040, + VK_ACCESS_COLOR_ATTACHMENT_READ_BIT = 0x00000080, + VK_ACCESS_COLOR_ATTACHMENT_WRITE_BIT = 0x00000100, + VK_ACCESS_DEPTH_STENCIL_ATTACHMENT_READ_BIT = 0x00000200, + VK_ACCESS_DEPTH_STENCIL_ATTACHMENT_WRITE_BIT = 0x00000400, + VK_ACCESS_TRANSFER_READ_BIT = 0x00000800, + VK_ACCESS_TRANSFER_WRITE_BIT = 0x00001000, + VK_ACCESS_HOST_READ_BIT = 0x00002000, + VK_ACCESS_HOST_WRITE_BIT = 0x00004000, + VK_ACCESS_MEMORY_READ_BIT = 0x00008000, + VK_ACCESS_MEMORY_WRITE_BIT = 0x00010000, + VK_ACCESS_NONE = 0, + VK_ACCESS_TRANSFORM_FEEDBACK_WRITE_BIT_EXT = 0x02000000, + VK_ACCESS_TRANSFORM_FEEDBACK_COUNTER_READ_BIT_EXT = 0x04000000, + VK_ACCESS_TRANSFORM_FEEDBACK_COUNTER_WRITE_BIT_EXT = 0x08000000, + VK_ACCESS_CONDITIONAL_RENDERING_READ_BIT_EXT = 0x00100000, + VK_ACCESS_COLOR_ATTACHMENT_READ_NONCOHERENT_BIT_EXT = 0x00080000, + VK_ACCESS_ACCELERATION_STRUCTURE_READ_BIT_KHR = 0x00200000, + VK_ACCESS_ACCELERATION_STRUCTURE_WRITE_BIT_KHR = 0x00400000, + VK_ACCESS_FRAGMENT_DENSITY_MAP_READ_BIT_EXT = 0x01000000, + VK_ACCESS_FRAGMENT_SHADING_RATE_ATTACHMENT_READ_BIT_KHR = 0x00800000, + VK_ACCESS_COMMAND_PREPROCESS_READ_BIT_NV = 0x00020000, + VK_ACCESS_COMMAND_PREPROCESS_WRITE_BIT_NV = 0x00040000, + VK_ACCESS_SHADING_RATE_IMAGE_READ_BIT_NV = VK_ACCESS_FRAGMENT_SHADING_RATE_ATTACHMENT_READ_BIT_KHR, + VK_ACCESS_ACCELERATION_STRUCTURE_READ_BIT_NV = VK_ACCESS_ACCELERATION_STRUCTURE_READ_BIT_KHR, + VK_ACCESS_ACCELERATION_STRUCTURE_WRITE_BIT_NV = VK_ACCESS_ACCELERATION_STRUCTURE_WRITE_BIT_KHR, + VK_ACCESS_NONE_KHR = VK_ACCESS_NONE, + VK_ACCESS_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkAccessFlagBits; +typedef VkFlags VkAccessFlags; -typedef VkFlags VkInstanceCreateFlags; +typedef enum VkImageAspectFlagBits { + VK_IMAGE_ASPECT_COLOR_BIT = 0x00000001, + VK_IMAGE_ASPECT_DEPTH_BIT = 0x00000002, + VK_IMAGE_ASPECT_STENCIL_BIT = 0x00000004, + VK_IMAGE_ASPECT_METADATA_BIT = 0x00000008, + VK_IMAGE_ASPECT_PLANE_0_BIT = 0x00000010, + VK_IMAGE_ASPECT_PLANE_1_BIT = 0x00000020, + VK_IMAGE_ASPECT_PLANE_2_BIT = 0x00000040, + VK_IMAGE_ASPECT_MEMORY_PLANE_0_BIT_EXT = 0x00000080, + VK_IMAGE_ASPECT_MEMORY_PLANE_1_BIT_EXT = 0x00000100, + VK_IMAGE_ASPECT_MEMORY_PLANE_2_BIT_EXT = 0x00000200, + VK_IMAGE_ASPECT_MEMORY_PLANE_3_BIT_EXT = 0x00000400, + VK_IMAGE_ASPECT_NONE_KHR = 0, + VK_IMAGE_ASPECT_PLANE_0_BIT_KHR = VK_IMAGE_ASPECT_PLANE_0_BIT, + VK_IMAGE_ASPECT_PLANE_1_BIT_KHR = VK_IMAGE_ASPECT_PLANE_1_BIT, + VK_IMAGE_ASPECT_PLANE_2_BIT_KHR = VK_IMAGE_ASPECT_PLANE_2_BIT, + VK_IMAGE_ASPECT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkImageAspectFlagBits; +typedef VkFlags VkImageAspectFlags; typedef enum VkFormatFeatureFlagBits { - VK_FORMAT_FEATURE_SAMPLED_IMAGE_BIT = 0x00000001, - VK_FORMAT_FEATURE_STORAGE_IMAGE_BIT = 0x00000002, - VK_FORMAT_FEATURE_STORAGE_IMAGE_ATOMIC_BIT = 0x00000004, - VK_FORMAT_FEATURE_UNIFORM_TEXEL_BUFFER_BIT = 0x00000008, - VK_FORMAT_FEATURE_STORAGE_TEXEL_BUFFER_BIT = 0x00000010, - VK_FORMAT_FEATURE_STORAGE_TEXEL_BUFFER_ATOMIC_BIT = 0x00000020, - VK_FORMAT_FEATURE_VERTEX_BUFFER_BIT = 0x00000040, - VK_FORMAT_FEATURE_COLOR_ATTACHMENT_BIT = 0x00000080, - VK_FORMAT_FEATURE_COLOR_ATTACHMENT_BLEND_BIT = 0x00000100, - VK_FORMAT_FEATURE_DEPTH_STENCIL_ATTACHMENT_BIT = 0x00000200, - VK_FORMAT_FEATURE_BLIT_SRC_BIT = 0x00000400, - VK_FORMAT_FEATURE_BLIT_DST_BIT = 0x00000800, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_LINEAR_BIT = 0x00001000, - VK_FORMAT_FEATURE_TRANSFER_SRC_BIT = 0x00004000, - VK_FORMAT_FEATURE_TRANSFER_DST_BIT = 0x00008000, - VK_FORMAT_FEATURE_MIDPOINT_CHROMA_SAMPLES_BIT = 0x00020000, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT = 0x00040000, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT = 0x00080000, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT = 0x00100000, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_BIT = 0x00000001, + VK_FORMAT_FEATURE_STORAGE_IMAGE_BIT = 0x00000002, + VK_FORMAT_FEATURE_STORAGE_IMAGE_ATOMIC_BIT = 0x00000004, + VK_FORMAT_FEATURE_UNIFORM_TEXEL_BUFFER_BIT = 0x00000008, + VK_FORMAT_FEATURE_STORAGE_TEXEL_BUFFER_BIT = 0x00000010, + VK_FORMAT_FEATURE_STORAGE_TEXEL_BUFFER_ATOMIC_BIT = 0x00000020, + VK_FORMAT_FEATURE_VERTEX_BUFFER_BIT = 0x00000040, + VK_FORMAT_FEATURE_COLOR_ATTACHMENT_BIT = 0x00000080, + VK_FORMAT_FEATURE_COLOR_ATTACHMENT_BLEND_BIT = 0x00000100, + VK_FORMAT_FEATURE_DEPTH_STENCIL_ATTACHMENT_BIT = 0x00000200, + VK_FORMAT_FEATURE_BLIT_SRC_BIT = 0x00000400, + VK_FORMAT_FEATURE_BLIT_DST_BIT = 0x00000800, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_LINEAR_BIT = 0x00001000, + VK_FORMAT_FEATURE_TRANSFER_SRC_BIT = 0x00004000, + VK_FORMAT_FEATURE_TRANSFER_DST_BIT = 0x00008000, + VK_FORMAT_FEATURE_MIDPOINT_CHROMA_SAMPLES_BIT = 0x00020000, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT = 0x00040000, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT = 0x00080000, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT = 0x00100000, VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_FORCEABLE_BIT = 0x00200000, - VK_FORMAT_FEATURE_DISJOINT_BIT = 0x00400000, - VK_FORMAT_FEATURE_COSITED_CHROMA_SAMPLES_BIT = 0x00800000, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_CUBIC_BIT_IMG = 0x00002000, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_MINMAX_BIT_EXT = 0x00010000, - VK_FORMAT_FEATURE_TRANSFER_SRC_BIT_KHR = VK_FORMAT_FEATURE_TRANSFER_SRC_BIT, - VK_FORMAT_FEATURE_TRANSFER_DST_BIT_KHR = VK_FORMAT_FEATURE_TRANSFER_DST_BIT, + VK_FORMAT_FEATURE_DISJOINT_BIT = 0x00400000, + VK_FORMAT_FEATURE_COSITED_CHROMA_SAMPLES_BIT = 0x00800000, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_MINMAX_BIT = 0x00010000, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_CUBIC_BIT_IMG = 0x00002000, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_FORMAT_FEATURE_VIDEO_DECODE_OUTPUT_BIT_KHR = 0x02000000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_FORMAT_FEATURE_VIDEO_DECODE_DPB_BIT_KHR = 0x04000000, +#endif + VK_FORMAT_FEATURE_ACCELERATION_STRUCTURE_VERTEX_BUFFER_BIT_KHR = 0x20000000, + VK_FORMAT_FEATURE_FRAGMENT_DENSITY_MAP_BIT_EXT = 0x01000000, + VK_FORMAT_FEATURE_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR = 0x40000000, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_FORMAT_FEATURE_VIDEO_ENCODE_INPUT_BIT_KHR = 0x08000000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_FORMAT_FEATURE_VIDEO_ENCODE_DPB_BIT_KHR = 0x10000000, +#endif + VK_FORMAT_FEATURE_TRANSFER_SRC_BIT_KHR = VK_FORMAT_FEATURE_TRANSFER_SRC_BIT, + VK_FORMAT_FEATURE_TRANSFER_DST_BIT_KHR = VK_FORMAT_FEATURE_TRANSFER_DST_BIT, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_MINMAX_BIT_EXT = VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_MINMAX_BIT, VK_FORMAT_FEATURE_MIDPOINT_CHROMA_SAMPLES_BIT_KHR = VK_FORMAT_FEATURE_MIDPOINT_CHROMA_SAMPLES_BIT, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT_KHR = - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT_KHR = - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT_KHR = - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT, - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_FORCEABLE_BIT_KHR = - VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_FORCEABLE_BIT, - VK_FORMAT_FEATURE_DISJOINT_BIT_KHR = VK_FORMAT_FEATURE_DISJOINT_BIT, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT_KHR = VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT_KHR = VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT_KHR = VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT, + VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_FORCEABLE_BIT_KHR = VK_FORMAT_FEATURE_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_FORCEABLE_BIT, + VK_FORMAT_FEATURE_DISJOINT_BIT_KHR = VK_FORMAT_FEATURE_DISJOINT_BIT, VK_FORMAT_FEATURE_COSITED_CHROMA_SAMPLES_BIT_KHR = VK_FORMAT_FEATURE_COSITED_CHROMA_SAMPLES_BIT, - VK_FORMAT_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_CUBIC_BIT_EXT = VK_FORMAT_FEATURE_SAMPLED_IMAGE_FILTER_CUBIC_BIT_IMG, + VK_FORMAT_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkFormatFeatureFlagBits; typedef VkFlags VkFormatFeatureFlags; -typedef enum VkImageUsageFlagBits { - VK_IMAGE_USAGE_TRANSFER_SRC_BIT = 0x00000001, - VK_IMAGE_USAGE_TRANSFER_DST_BIT = 0x00000002, - VK_IMAGE_USAGE_SAMPLED_BIT = 0x00000004, - VK_IMAGE_USAGE_STORAGE_BIT = 0x00000008, - VK_IMAGE_USAGE_COLOR_ATTACHMENT_BIT = 0x00000010, - VK_IMAGE_USAGE_DEPTH_STENCIL_ATTACHMENT_BIT = 0x00000020, - VK_IMAGE_USAGE_TRANSIENT_ATTACHMENT_BIT = 0x00000040, - VK_IMAGE_USAGE_INPUT_ATTACHMENT_BIT = 0x00000080, - VK_IMAGE_USAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkImageUsageFlagBits; -typedef VkFlags VkImageUsageFlags; - typedef enum VkImageCreateFlagBits { - VK_IMAGE_CREATE_SPARSE_BINDING_BIT = 0x00000001, - VK_IMAGE_CREATE_SPARSE_RESIDENCY_BIT = 0x00000002, - VK_IMAGE_CREATE_SPARSE_ALIASED_BIT = 0x00000004, - VK_IMAGE_CREATE_MUTABLE_FORMAT_BIT = 0x00000008, - VK_IMAGE_CREATE_CUBE_COMPATIBLE_BIT = 0x00000010, - VK_IMAGE_CREATE_ALIAS_BIT = 0x00000400, - VK_IMAGE_CREATE_SPLIT_INSTANCE_BIND_REGIONS_BIT = 0x00000040, - VK_IMAGE_CREATE_2D_ARRAY_COMPATIBLE_BIT = 0x00000020, - VK_IMAGE_CREATE_BLOCK_TEXEL_VIEW_COMPATIBLE_BIT = 0x00000080, - VK_IMAGE_CREATE_EXTENDED_USAGE_BIT = 0x00000100, - VK_IMAGE_CREATE_PROTECTED_BIT = 0x00000800, - VK_IMAGE_CREATE_DISJOINT_BIT = 0x00000200, + VK_IMAGE_CREATE_SPARSE_BINDING_BIT = 0x00000001, + VK_IMAGE_CREATE_SPARSE_RESIDENCY_BIT = 0x00000002, + VK_IMAGE_CREATE_SPARSE_ALIASED_BIT = 0x00000004, + VK_IMAGE_CREATE_MUTABLE_FORMAT_BIT = 0x00000008, + VK_IMAGE_CREATE_CUBE_COMPATIBLE_BIT = 0x00000010, + VK_IMAGE_CREATE_ALIAS_BIT = 0x00000400, + VK_IMAGE_CREATE_SPLIT_INSTANCE_BIND_REGIONS_BIT = 0x00000040, + VK_IMAGE_CREATE_2D_ARRAY_COMPATIBLE_BIT = 0x00000020, + VK_IMAGE_CREATE_BLOCK_TEXEL_VIEW_COMPATIBLE_BIT = 0x00000080, + VK_IMAGE_CREATE_EXTENDED_USAGE_BIT = 0x00000100, + VK_IMAGE_CREATE_PROTECTED_BIT = 0x00000800, + VK_IMAGE_CREATE_DISJOINT_BIT = 0x00000200, + VK_IMAGE_CREATE_CORNER_SAMPLED_BIT_NV = 0x00002000, VK_IMAGE_CREATE_SAMPLE_LOCATIONS_COMPATIBLE_DEPTH_BIT_EXT = 0x00001000, - VK_IMAGE_CREATE_SPLIT_INSTANCE_BIND_REGIONS_BIT_KHR = VK_IMAGE_CREATE_SPLIT_INSTANCE_BIND_REGIONS_BIT, - VK_IMAGE_CREATE_2D_ARRAY_COMPATIBLE_BIT_KHR = VK_IMAGE_CREATE_2D_ARRAY_COMPATIBLE_BIT, - VK_IMAGE_CREATE_BLOCK_TEXEL_VIEW_COMPATIBLE_BIT_KHR = VK_IMAGE_CREATE_BLOCK_TEXEL_VIEW_COMPATIBLE_BIT, - VK_IMAGE_CREATE_EXTENDED_USAGE_BIT_KHR = VK_IMAGE_CREATE_EXTENDED_USAGE_BIT, - VK_IMAGE_CREATE_DISJOINT_BIT_KHR = VK_IMAGE_CREATE_DISJOINT_BIT, - VK_IMAGE_CREATE_ALIAS_BIT_KHR = VK_IMAGE_CREATE_ALIAS_BIT, - VK_IMAGE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_IMAGE_CREATE_SUBSAMPLED_BIT_EXT = 0x00004000, + VK_IMAGE_CREATE_FRAGMENT_DENSITY_MAP_OFFSET_BIT_QCOM = 0x00008000, + VK_IMAGE_CREATE_SPLIT_INSTANCE_BIND_REGIONS_BIT_KHR = VK_IMAGE_CREATE_SPLIT_INSTANCE_BIND_REGIONS_BIT, + VK_IMAGE_CREATE_2D_ARRAY_COMPATIBLE_BIT_KHR = VK_IMAGE_CREATE_2D_ARRAY_COMPATIBLE_BIT, + VK_IMAGE_CREATE_BLOCK_TEXEL_VIEW_COMPATIBLE_BIT_KHR = VK_IMAGE_CREATE_BLOCK_TEXEL_VIEW_COMPATIBLE_BIT, + VK_IMAGE_CREATE_EXTENDED_USAGE_BIT_KHR = VK_IMAGE_CREATE_EXTENDED_USAGE_BIT, + VK_IMAGE_CREATE_DISJOINT_BIT_KHR = VK_IMAGE_CREATE_DISJOINT_BIT, + VK_IMAGE_CREATE_ALIAS_BIT_KHR = VK_IMAGE_CREATE_ALIAS_BIT, + VK_IMAGE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkImageCreateFlagBits; typedef VkFlags VkImageCreateFlags; typedef enum VkSampleCountFlagBits { - VK_SAMPLE_COUNT_1_BIT = 0x00000001, - VK_SAMPLE_COUNT_2_BIT = 0x00000002, - VK_SAMPLE_COUNT_4_BIT = 0x00000004, - VK_SAMPLE_COUNT_8_BIT = 0x00000008, - VK_SAMPLE_COUNT_16_BIT = 0x00000010, - VK_SAMPLE_COUNT_32_BIT = 0x00000020, - VK_SAMPLE_COUNT_64_BIT = 0x00000040, + VK_SAMPLE_COUNT_1_BIT = 0x00000001, + VK_SAMPLE_COUNT_2_BIT = 0x00000002, + VK_SAMPLE_COUNT_4_BIT = 0x00000004, + VK_SAMPLE_COUNT_8_BIT = 0x00000008, + VK_SAMPLE_COUNT_16_BIT = 0x00000010, + VK_SAMPLE_COUNT_32_BIT = 0x00000020, + VK_SAMPLE_COUNT_64_BIT = 0x00000040, VK_SAMPLE_COUNT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkSampleCountFlagBits; typedef VkFlags VkSampleCountFlags; -typedef enum VkQueueFlagBits { - VK_QUEUE_GRAPHICS_BIT = 0x00000001, - VK_QUEUE_COMPUTE_BIT = 0x00000002, - VK_QUEUE_TRANSFER_BIT = 0x00000004, - VK_QUEUE_SPARSE_BINDING_BIT = 0x00000008, - VK_QUEUE_PROTECTED_BIT = 0x00000010, - VK_QUEUE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkQueueFlagBits; -typedef VkFlags VkQueueFlags; +typedef enum VkImageUsageFlagBits { + VK_IMAGE_USAGE_TRANSFER_SRC_BIT = 0x00000001, + VK_IMAGE_USAGE_TRANSFER_DST_BIT = 0x00000002, + VK_IMAGE_USAGE_SAMPLED_BIT = 0x00000004, + VK_IMAGE_USAGE_STORAGE_BIT = 0x00000008, + VK_IMAGE_USAGE_COLOR_ATTACHMENT_BIT = 0x00000010, + VK_IMAGE_USAGE_DEPTH_STENCIL_ATTACHMENT_BIT = 0x00000020, + VK_IMAGE_USAGE_TRANSIENT_ATTACHMENT_BIT = 0x00000040, + VK_IMAGE_USAGE_INPUT_ATTACHMENT_BIT = 0x00000080, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_USAGE_VIDEO_DECODE_DST_BIT_KHR = 0x00000400, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_USAGE_VIDEO_DECODE_SRC_BIT_KHR = 0x00000800, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_USAGE_VIDEO_DECODE_DPB_BIT_KHR = 0x00001000, +#endif + VK_IMAGE_USAGE_FRAGMENT_DENSITY_MAP_BIT_EXT = 0x00000200, + VK_IMAGE_USAGE_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR = 0x00000100, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_USAGE_VIDEO_ENCODE_DST_BIT_KHR = 0x00002000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_USAGE_VIDEO_ENCODE_SRC_BIT_KHR = 0x00004000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_IMAGE_USAGE_VIDEO_ENCODE_DPB_BIT_KHR = 0x00008000, +#endif + VK_IMAGE_USAGE_INVOCATION_MASK_BIT_HUAWEI = 0x00040000, + VK_IMAGE_USAGE_SHADING_RATE_IMAGE_BIT_NV = VK_IMAGE_USAGE_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR, + VK_IMAGE_USAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkImageUsageFlagBits; +typedef VkFlags VkImageUsageFlags; +typedef VkFlags VkInstanceCreateFlags; + +typedef enum VkMemoryHeapFlagBits { + VK_MEMORY_HEAP_DEVICE_LOCAL_BIT = 0x00000001, + VK_MEMORY_HEAP_MULTI_INSTANCE_BIT = 0x00000002, + VK_MEMORY_HEAP_MULTI_INSTANCE_BIT_KHR = VK_MEMORY_HEAP_MULTI_INSTANCE_BIT, + VK_MEMORY_HEAP_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkMemoryHeapFlagBits; +typedef VkFlags VkMemoryHeapFlags; typedef enum VkMemoryPropertyFlagBits { - VK_MEMORY_PROPERTY_DEVICE_LOCAL_BIT = 0x00000001, - VK_MEMORY_PROPERTY_HOST_VISIBLE_BIT = 0x00000002, - VK_MEMORY_PROPERTY_HOST_COHERENT_BIT = 0x00000004, - VK_MEMORY_PROPERTY_HOST_CACHED_BIT = 0x00000008, + VK_MEMORY_PROPERTY_DEVICE_LOCAL_BIT = 0x00000001, + VK_MEMORY_PROPERTY_HOST_VISIBLE_BIT = 0x00000002, + VK_MEMORY_PROPERTY_HOST_COHERENT_BIT = 0x00000004, + VK_MEMORY_PROPERTY_HOST_CACHED_BIT = 0x00000008, VK_MEMORY_PROPERTY_LAZILY_ALLOCATED_BIT = 0x00000010, - VK_MEMORY_PROPERTY_PROTECTED_BIT = 0x00000020, - VK_MEMORY_PROPERTY_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_MEMORY_PROPERTY_PROTECTED_BIT = 0x00000020, + VK_MEMORY_PROPERTY_DEVICE_COHERENT_BIT_AMD = 0x00000040, + VK_MEMORY_PROPERTY_DEVICE_UNCACHED_BIT_AMD = 0x00000080, + VK_MEMORY_PROPERTY_RDMA_CAPABLE_BIT_NV = 0x00000100, + VK_MEMORY_PROPERTY_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkMemoryPropertyFlagBits; typedef VkFlags VkMemoryPropertyFlags; -typedef enum VkMemoryHeapFlagBits { - VK_MEMORY_HEAP_DEVICE_LOCAL_BIT = 0x00000001, - VK_MEMORY_HEAP_MULTI_INSTANCE_BIT = 0x00000002, - VK_MEMORY_HEAP_MULTI_INSTANCE_BIT_KHR = VK_MEMORY_HEAP_MULTI_INSTANCE_BIT, - VK_MEMORY_HEAP_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkMemoryHeapFlagBits; -typedef VkFlags VkMemoryHeapFlags; +typedef enum VkQueueFlagBits { + VK_QUEUE_GRAPHICS_BIT = 0x00000001, + VK_QUEUE_COMPUTE_BIT = 0x00000002, + VK_QUEUE_TRANSFER_BIT = 0x00000004, + VK_QUEUE_SPARSE_BINDING_BIT = 0x00000008, + VK_QUEUE_PROTECTED_BIT = 0x00000010, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_QUEUE_VIDEO_DECODE_BIT_KHR = 0x00000020, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_QUEUE_VIDEO_ENCODE_BIT_KHR = 0x00000040, +#endif + VK_QUEUE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkQueueFlagBits; +typedef VkFlags VkQueueFlags; typedef VkFlags VkDeviceCreateFlags; typedef enum VkDeviceQueueCreateFlagBits { - VK_DEVICE_QUEUE_CREATE_PROTECTED_BIT = 0x00000001, + VK_DEVICE_QUEUE_CREATE_PROTECTED_BIT = 0x00000001, VK_DEVICE_QUEUE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkDeviceQueueCreateFlagBits; typedef VkFlags VkDeviceQueueCreateFlags; typedef enum VkPipelineStageFlagBits { - VK_PIPELINE_STAGE_TOP_OF_PIPE_BIT = 0x00000001, - VK_PIPELINE_STAGE_DRAW_INDIRECT_BIT = 0x00000002, - VK_PIPELINE_STAGE_VERTEX_INPUT_BIT = 0x00000004, - VK_PIPELINE_STAGE_VERTEX_SHADER_BIT = 0x00000008, - VK_PIPELINE_STAGE_TESSELLATION_CONTROL_SHADER_BIT = 0x00000010, + VK_PIPELINE_STAGE_TOP_OF_PIPE_BIT = 0x00000001, + VK_PIPELINE_STAGE_DRAW_INDIRECT_BIT = 0x00000002, + VK_PIPELINE_STAGE_VERTEX_INPUT_BIT = 0x00000004, + VK_PIPELINE_STAGE_VERTEX_SHADER_BIT = 0x00000008, + VK_PIPELINE_STAGE_TESSELLATION_CONTROL_SHADER_BIT = 0x00000010, VK_PIPELINE_STAGE_TESSELLATION_EVALUATION_SHADER_BIT = 0x00000020, - VK_PIPELINE_STAGE_GEOMETRY_SHADER_BIT = 0x00000040, - VK_PIPELINE_STAGE_FRAGMENT_SHADER_BIT = 0x00000080, - VK_PIPELINE_STAGE_EARLY_FRAGMENT_TESTS_BIT = 0x00000100, - VK_PIPELINE_STAGE_LATE_FRAGMENT_TESTS_BIT = 0x00000200, - VK_PIPELINE_STAGE_COLOR_ATTACHMENT_OUTPUT_BIT = 0x00000400, - VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT = 0x00000800, - VK_PIPELINE_STAGE_TRANSFER_BIT = 0x00001000, - VK_PIPELINE_STAGE_BOTTOM_OF_PIPE_BIT = 0x00002000, - VK_PIPELINE_STAGE_HOST_BIT = 0x00004000, - VK_PIPELINE_STAGE_ALL_GRAPHICS_BIT = 0x00008000, - VK_PIPELINE_STAGE_ALL_COMMANDS_BIT = 0x00010000, - VK_PIPELINE_STAGE_COMMAND_PROCESS_BIT_NVX = 0x00020000, - VK_PIPELINE_STAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_PIPELINE_STAGE_GEOMETRY_SHADER_BIT = 0x00000040, + VK_PIPELINE_STAGE_FRAGMENT_SHADER_BIT = 0x00000080, + VK_PIPELINE_STAGE_EARLY_FRAGMENT_TESTS_BIT = 0x00000100, + VK_PIPELINE_STAGE_LATE_FRAGMENT_TESTS_BIT = 0x00000200, + VK_PIPELINE_STAGE_COLOR_ATTACHMENT_OUTPUT_BIT = 0x00000400, + VK_PIPELINE_STAGE_COMPUTE_SHADER_BIT = 0x00000800, + VK_PIPELINE_STAGE_TRANSFER_BIT = 0x00001000, + VK_PIPELINE_STAGE_BOTTOM_OF_PIPE_BIT = 0x00002000, + VK_PIPELINE_STAGE_HOST_BIT = 0x00004000, + VK_PIPELINE_STAGE_ALL_GRAPHICS_BIT = 0x00008000, + VK_PIPELINE_STAGE_ALL_COMMANDS_BIT = 0x00010000, + VK_PIPELINE_STAGE_NONE = 0, + VK_PIPELINE_STAGE_TRANSFORM_FEEDBACK_BIT_EXT = 0x01000000, + VK_PIPELINE_STAGE_CONDITIONAL_RENDERING_BIT_EXT = 0x00040000, + VK_PIPELINE_STAGE_ACCELERATION_STRUCTURE_BUILD_BIT_KHR = 0x02000000, + VK_PIPELINE_STAGE_RAY_TRACING_SHADER_BIT_KHR = 0x00200000, + VK_PIPELINE_STAGE_TASK_SHADER_BIT_NV = 0x00080000, + VK_PIPELINE_STAGE_MESH_SHADER_BIT_NV = 0x00100000, + VK_PIPELINE_STAGE_FRAGMENT_DENSITY_PROCESS_BIT_EXT = 0x00800000, + VK_PIPELINE_STAGE_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR = 0x00400000, + VK_PIPELINE_STAGE_COMMAND_PREPROCESS_BIT_NV = 0x00020000, + VK_PIPELINE_STAGE_SHADING_RATE_IMAGE_BIT_NV = VK_PIPELINE_STAGE_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR, + VK_PIPELINE_STAGE_RAY_TRACING_SHADER_BIT_NV = VK_PIPELINE_STAGE_RAY_TRACING_SHADER_BIT_KHR, + VK_PIPELINE_STAGE_ACCELERATION_STRUCTURE_BUILD_BIT_NV = VK_PIPELINE_STAGE_ACCELERATION_STRUCTURE_BUILD_BIT_KHR, + VK_PIPELINE_STAGE_NONE_KHR = VK_PIPELINE_STAGE_NONE, + VK_PIPELINE_STAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkPipelineStageFlagBits; typedef VkFlags VkPipelineStageFlags; typedef VkFlags VkMemoryMapFlags; -typedef enum VkImageAspectFlagBits { - VK_IMAGE_ASPECT_COLOR_BIT = 0x00000001, - VK_IMAGE_ASPECT_DEPTH_BIT = 0x00000002, - VK_IMAGE_ASPECT_STENCIL_BIT = 0x00000004, - VK_IMAGE_ASPECT_METADATA_BIT = 0x00000008, - VK_IMAGE_ASPECT_PLANE_0_BIT = 0x00000010, - VK_IMAGE_ASPECT_PLANE_1_BIT = 0x00000020, - VK_IMAGE_ASPECT_PLANE_2_BIT = 0x00000040, - VK_IMAGE_ASPECT_PLANE_0_BIT_KHR = VK_IMAGE_ASPECT_PLANE_0_BIT, - VK_IMAGE_ASPECT_PLANE_1_BIT_KHR = VK_IMAGE_ASPECT_PLANE_1_BIT, - VK_IMAGE_ASPECT_PLANE_2_BIT_KHR = VK_IMAGE_ASPECT_PLANE_2_BIT, - VK_IMAGE_ASPECT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkImageAspectFlagBits; -typedef VkFlags VkImageAspectFlags; +typedef enum VkSparseMemoryBindFlagBits { + VK_SPARSE_MEMORY_BIND_METADATA_BIT = 0x00000001, + VK_SPARSE_MEMORY_BIND_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkSparseMemoryBindFlagBits; +typedef VkFlags VkSparseMemoryBindFlags; typedef enum VkSparseImageFormatFlagBits { - VK_SPARSE_IMAGE_FORMAT_SINGLE_MIPTAIL_BIT = 0x00000001, - VK_SPARSE_IMAGE_FORMAT_ALIGNED_MIP_SIZE_BIT = 0x00000002, + VK_SPARSE_IMAGE_FORMAT_SINGLE_MIPTAIL_BIT = 0x00000001, + VK_SPARSE_IMAGE_FORMAT_ALIGNED_MIP_SIZE_BIT = 0x00000002, VK_SPARSE_IMAGE_FORMAT_NONSTANDARD_BLOCK_SIZE_BIT = 0x00000004, - VK_SPARSE_IMAGE_FORMAT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_SPARSE_IMAGE_FORMAT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkSparseImageFormatFlagBits; typedef VkFlags VkSparseImageFormatFlags; -typedef enum VkSparseMemoryBindFlagBits { - VK_SPARSE_MEMORY_BIND_METADATA_BIT = 0x00000001, - VK_SPARSE_MEMORY_BIND_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkSparseMemoryBindFlagBits; -typedef VkFlags VkSparseMemoryBindFlags; - typedef enum VkFenceCreateFlagBits { - VK_FENCE_CREATE_SIGNALED_BIT = 0x00000001, + VK_FENCE_CREATE_SIGNALED_BIT = 0x00000001, VK_FENCE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkFenceCreateFlagBits; typedef VkFlags VkFenceCreateFlags; typedef VkFlags VkSemaphoreCreateFlags; + +typedef enum VkEventCreateFlagBits { + VK_EVENT_CREATE_DEVICE_ONLY_BIT = 0x00000001, + VK_EVENT_CREATE_DEVICE_ONLY_BIT_KHR = VK_EVENT_CREATE_DEVICE_ONLY_BIT, + VK_EVENT_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkEventCreateFlagBits; typedef VkFlags VkEventCreateFlags; -typedef VkFlags VkQueryPoolCreateFlags; typedef enum VkQueryPipelineStatisticFlagBits { - VK_QUERY_PIPELINE_STATISTIC_INPUT_ASSEMBLY_VERTICES_BIT = 0x00000001, - VK_QUERY_PIPELINE_STATISTIC_INPUT_ASSEMBLY_PRIMITIVES_BIT = 0x00000002, - VK_QUERY_PIPELINE_STATISTIC_VERTEX_SHADER_INVOCATIONS_BIT = 0x00000004, - VK_QUERY_PIPELINE_STATISTIC_GEOMETRY_SHADER_INVOCATIONS_BIT = 0x00000008, - VK_QUERY_PIPELINE_STATISTIC_GEOMETRY_SHADER_PRIMITIVES_BIT = 0x00000010, - VK_QUERY_PIPELINE_STATISTIC_CLIPPING_INVOCATIONS_BIT = 0x00000020, - VK_QUERY_PIPELINE_STATISTIC_CLIPPING_PRIMITIVES_BIT = 0x00000040, - VK_QUERY_PIPELINE_STATISTIC_FRAGMENT_SHADER_INVOCATIONS_BIT = 0x00000080, - VK_QUERY_PIPELINE_STATISTIC_TESSELLATION_CONTROL_SHADER_PATCHES_BIT = 0x00000100, + VK_QUERY_PIPELINE_STATISTIC_INPUT_ASSEMBLY_VERTICES_BIT = 0x00000001, + VK_QUERY_PIPELINE_STATISTIC_INPUT_ASSEMBLY_PRIMITIVES_BIT = 0x00000002, + VK_QUERY_PIPELINE_STATISTIC_VERTEX_SHADER_INVOCATIONS_BIT = 0x00000004, + VK_QUERY_PIPELINE_STATISTIC_GEOMETRY_SHADER_INVOCATIONS_BIT = 0x00000008, + VK_QUERY_PIPELINE_STATISTIC_GEOMETRY_SHADER_PRIMITIVES_BIT = 0x00000010, + VK_QUERY_PIPELINE_STATISTIC_CLIPPING_INVOCATIONS_BIT = 0x00000020, + VK_QUERY_PIPELINE_STATISTIC_CLIPPING_PRIMITIVES_BIT = 0x00000040, + VK_QUERY_PIPELINE_STATISTIC_FRAGMENT_SHADER_INVOCATIONS_BIT = 0x00000080, + VK_QUERY_PIPELINE_STATISTIC_TESSELLATION_CONTROL_SHADER_PATCHES_BIT = 0x00000100, VK_QUERY_PIPELINE_STATISTIC_TESSELLATION_EVALUATION_SHADER_INVOCATIONS_BIT = 0x00000200, - VK_QUERY_PIPELINE_STATISTIC_COMPUTE_SHADER_INVOCATIONS_BIT = 0x00000400, - VK_QUERY_PIPELINE_STATISTIC_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_QUERY_PIPELINE_STATISTIC_COMPUTE_SHADER_INVOCATIONS_BIT = 0x00000400, + VK_QUERY_PIPELINE_STATISTIC_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkQueryPipelineStatisticFlagBits; typedef VkFlags VkQueryPipelineStatisticFlags; +typedef VkFlags VkQueryPoolCreateFlags; typedef enum VkQueryResultFlagBits { - VK_QUERY_RESULT_64_BIT = 0x00000001, - VK_QUERY_RESULT_WAIT_BIT = 0x00000002, + VK_QUERY_RESULT_64_BIT = 0x00000001, + VK_QUERY_RESULT_WAIT_BIT = 0x00000002, VK_QUERY_RESULT_WITH_AVAILABILITY_BIT = 0x00000004, - VK_QUERY_RESULT_PARTIAL_BIT = 0x00000008, - VK_QUERY_RESULT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_QUERY_RESULT_PARTIAL_BIT = 0x00000008, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_QUERY_RESULT_WITH_STATUS_BIT_KHR = 0x00000010, +#endif + VK_QUERY_RESULT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkQueryResultFlagBits; typedef VkFlags VkQueryResultFlags; typedef enum VkBufferCreateFlagBits { - VK_BUFFER_CREATE_SPARSE_BINDING_BIT = 0x00000001, + VK_BUFFER_CREATE_SPARSE_BINDING_BIT = 0x00000001, VK_BUFFER_CREATE_SPARSE_RESIDENCY_BIT = 0x00000002, - VK_BUFFER_CREATE_SPARSE_ALIASED_BIT = 0x00000004, - VK_BUFFER_CREATE_PROTECTED_BIT = 0x00000008, - VK_BUFFER_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_BUFFER_CREATE_SPARSE_ALIASED_BIT = 0x00000004, + VK_BUFFER_CREATE_PROTECTED_BIT = 0x00000008, + VK_BUFFER_CREATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT = 0x00000010, + VK_BUFFER_CREATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT_EXT = VK_BUFFER_CREATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT, + VK_BUFFER_CREATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT_KHR = VK_BUFFER_CREATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT, + VK_BUFFER_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkBufferCreateFlagBits; typedef VkFlags VkBufferCreateFlags; typedef enum VkBufferUsageFlagBits { - VK_BUFFER_USAGE_TRANSFER_SRC_BIT = 0x00000001, - VK_BUFFER_USAGE_TRANSFER_DST_BIT = 0x00000002, + VK_BUFFER_USAGE_TRANSFER_SRC_BIT = 0x00000001, + VK_BUFFER_USAGE_TRANSFER_DST_BIT = 0x00000002, VK_BUFFER_USAGE_UNIFORM_TEXEL_BUFFER_BIT = 0x00000004, VK_BUFFER_USAGE_STORAGE_TEXEL_BUFFER_BIT = 0x00000008, - VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT = 0x00000010, - VK_BUFFER_USAGE_STORAGE_BUFFER_BIT = 0x00000020, - VK_BUFFER_USAGE_INDEX_BUFFER_BIT = 0x00000040, - VK_BUFFER_USAGE_VERTEX_BUFFER_BIT = 0x00000080, - VK_BUFFER_USAGE_INDIRECT_BUFFER_BIT = 0x00000100, - VK_BUFFER_USAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT = 0x00000010, + VK_BUFFER_USAGE_STORAGE_BUFFER_BIT = 0x00000020, + VK_BUFFER_USAGE_INDEX_BUFFER_BIT = 0x00000040, + VK_BUFFER_USAGE_VERTEX_BUFFER_BIT = 0x00000080, + VK_BUFFER_USAGE_INDIRECT_BUFFER_BIT = 0x00000100, + VK_BUFFER_USAGE_SHADER_DEVICE_ADDRESS_BIT = 0x00020000, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_BUFFER_USAGE_VIDEO_DECODE_SRC_BIT_KHR = 0x00002000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_BUFFER_USAGE_VIDEO_DECODE_DST_BIT_KHR = 0x00004000, +#endif + VK_BUFFER_USAGE_TRANSFORM_FEEDBACK_BUFFER_BIT_EXT = 0x00000800, + VK_BUFFER_USAGE_TRANSFORM_FEEDBACK_COUNTER_BUFFER_BIT_EXT = 0x00001000, + VK_BUFFER_USAGE_CONDITIONAL_RENDERING_BIT_EXT = 0x00000200, + VK_BUFFER_USAGE_ACCELERATION_STRUCTURE_BUILD_INPUT_READ_ONLY_BIT_KHR = 0x00080000, + VK_BUFFER_USAGE_ACCELERATION_STRUCTURE_STORAGE_BIT_KHR = 0x00100000, + VK_BUFFER_USAGE_SHADER_BINDING_TABLE_BIT_KHR = 0x00000400, +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_BUFFER_USAGE_VIDEO_ENCODE_DST_BIT_KHR = 0x00008000, +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS + VK_BUFFER_USAGE_VIDEO_ENCODE_SRC_BIT_KHR = 0x00010000, +#endif + VK_BUFFER_USAGE_RAY_TRACING_BIT_NV = VK_BUFFER_USAGE_SHADER_BINDING_TABLE_BIT_KHR, + VK_BUFFER_USAGE_SHADER_DEVICE_ADDRESS_BIT_EXT = VK_BUFFER_USAGE_SHADER_DEVICE_ADDRESS_BIT, + VK_BUFFER_USAGE_SHADER_DEVICE_ADDRESS_BIT_KHR = VK_BUFFER_USAGE_SHADER_DEVICE_ADDRESS_BIT, + VK_BUFFER_USAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkBufferUsageFlagBits; typedef VkFlags VkBufferUsageFlags; typedef VkFlags VkBufferViewCreateFlags; + +typedef enum VkImageViewCreateFlagBits { + VK_IMAGE_VIEW_CREATE_FRAGMENT_DENSITY_MAP_DYNAMIC_BIT_EXT = 0x00000001, + VK_IMAGE_VIEW_CREATE_FRAGMENT_DENSITY_MAP_DEFERRED_BIT_EXT = 0x00000002, + VK_IMAGE_VIEW_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkImageViewCreateFlagBits; typedef VkFlags VkImageViewCreateFlags; typedef VkFlags VkShaderModuleCreateFlags; + +typedef enum VkPipelineCacheCreateFlagBits { + VK_PIPELINE_CACHE_CREATE_EXTERNALLY_SYNCHRONIZED_BIT = 0x00000001, + VK_PIPELINE_CACHE_CREATE_EXTERNALLY_SYNCHRONIZED_BIT_EXT = VK_PIPELINE_CACHE_CREATE_EXTERNALLY_SYNCHRONIZED_BIT, + VK_PIPELINE_CACHE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkPipelineCacheCreateFlagBits; typedef VkFlags VkPipelineCacheCreateFlags; +typedef enum VkColorComponentFlagBits { + VK_COLOR_COMPONENT_R_BIT = 0x00000001, + VK_COLOR_COMPONENT_G_BIT = 0x00000002, + VK_COLOR_COMPONENT_B_BIT = 0x00000004, + VK_COLOR_COMPONENT_A_BIT = 0x00000008, + VK_COLOR_COMPONENT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkColorComponentFlagBits; +typedef VkFlags VkColorComponentFlags; + typedef enum VkPipelineCreateFlagBits { - VK_PIPELINE_CREATE_DISABLE_OPTIMIZATION_BIT = 0x00000001, - VK_PIPELINE_CREATE_ALLOW_DERIVATIVES_BIT = 0x00000002, - VK_PIPELINE_CREATE_DERIVATIVE_BIT = 0x00000004, - VK_PIPELINE_CREATE_VIEW_INDEX_FROM_DEVICE_INDEX_BIT = 0x00000008, - VK_PIPELINE_CREATE_DISPATCH_BASE = 0x00000010, + VK_PIPELINE_CREATE_DISABLE_OPTIMIZATION_BIT = 0x00000001, + VK_PIPELINE_CREATE_ALLOW_DERIVATIVES_BIT = 0x00000002, + VK_PIPELINE_CREATE_DERIVATIVE_BIT = 0x00000004, + VK_PIPELINE_CREATE_VIEW_INDEX_FROM_DEVICE_INDEX_BIT = 0x00000008, + VK_PIPELINE_CREATE_DISPATCH_BASE_BIT = 0x00000010, + VK_PIPELINE_CREATE_FAIL_ON_PIPELINE_COMPILE_REQUIRED_BIT = 0x00000100, + VK_PIPELINE_CREATE_EARLY_RETURN_ON_FAILURE_BIT = 0x00000200, + VK_PIPELINE_CREATE_RENDERING_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR = 0x00200000, + VK_PIPELINE_CREATE_RENDERING_FRAGMENT_DENSITY_MAP_ATTACHMENT_BIT_EXT = 0x00400000, + VK_PIPELINE_CREATE_RAY_TRACING_NO_NULL_ANY_HIT_SHADERS_BIT_KHR = 0x00004000, + VK_PIPELINE_CREATE_RAY_TRACING_NO_NULL_CLOSEST_HIT_SHADERS_BIT_KHR = 0x00008000, + VK_PIPELINE_CREATE_RAY_TRACING_NO_NULL_MISS_SHADERS_BIT_KHR = 0x00010000, + VK_PIPELINE_CREATE_RAY_TRACING_NO_NULL_INTERSECTION_SHADERS_BIT_KHR = 0x00020000, + VK_PIPELINE_CREATE_RAY_TRACING_SKIP_TRIANGLES_BIT_KHR = 0x00001000, + VK_PIPELINE_CREATE_RAY_TRACING_SKIP_AABBS_BIT_KHR = 0x00002000, + VK_PIPELINE_CREATE_RAY_TRACING_SHADER_GROUP_HANDLE_CAPTURE_REPLAY_BIT_KHR = 0x00080000, + VK_PIPELINE_CREATE_DEFER_COMPILE_BIT_NV = 0x00000020, + VK_PIPELINE_CREATE_CAPTURE_STATISTICS_BIT_KHR = 0x00000040, + VK_PIPELINE_CREATE_CAPTURE_INTERNAL_REPRESENTATIONS_BIT_KHR = 0x00000080, + VK_PIPELINE_CREATE_INDIRECT_BINDABLE_BIT_NV = 0x00040000, + VK_PIPELINE_CREATE_LIBRARY_BIT_KHR = 0x00000800, + VK_PIPELINE_CREATE_RAY_TRACING_ALLOW_MOTION_BIT_NV = 0x00100000, + VK_PIPELINE_CREATE_DISPATCH_BASE = VK_PIPELINE_CREATE_DISPATCH_BASE_BIT, + VK_PIPELINE_RASTERIZATION_STATE_CREATE_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR = VK_PIPELINE_CREATE_RENDERING_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR, + VK_PIPELINE_RASTERIZATION_STATE_CREATE_FRAGMENT_DENSITY_MAP_ATTACHMENT_BIT_EXT = VK_PIPELINE_CREATE_RENDERING_FRAGMENT_DENSITY_MAP_ATTACHMENT_BIT_EXT, VK_PIPELINE_CREATE_VIEW_INDEX_FROM_DEVICE_INDEX_BIT_KHR = VK_PIPELINE_CREATE_VIEW_INDEX_FROM_DEVICE_INDEX_BIT, - VK_PIPELINE_CREATE_DISPATCH_BASE_KHR = VK_PIPELINE_CREATE_DISPATCH_BASE, - VK_PIPELINE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_PIPELINE_CREATE_DISPATCH_BASE_KHR = VK_PIPELINE_CREATE_DISPATCH_BASE, + VK_PIPELINE_CREATE_FAIL_ON_PIPELINE_COMPILE_REQUIRED_BIT_EXT = VK_PIPELINE_CREATE_FAIL_ON_PIPELINE_COMPILE_REQUIRED_BIT, + VK_PIPELINE_CREATE_EARLY_RETURN_ON_FAILURE_BIT_EXT = VK_PIPELINE_CREATE_EARLY_RETURN_ON_FAILURE_BIT, + VK_PIPELINE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkPipelineCreateFlagBits; typedef VkFlags VkPipelineCreateFlags; + +typedef enum VkPipelineShaderStageCreateFlagBits { + VK_PIPELINE_SHADER_STAGE_CREATE_ALLOW_VARYING_SUBGROUP_SIZE_BIT = 0x00000001, + VK_PIPELINE_SHADER_STAGE_CREATE_REQUIRE_FULL_SUBGROUPS_BIT = 0x00000002, + VK_PIPELINE_SHADER_STAGE_CREATE_ALLOW_VARYING_SUBGROUP_SIZE_BIT_EXT = VK_PIPELINE_SHADER_STAGE_CREATE_ALLOW_VARYING_SUBGROUP_SIZE_BIT, + VK_PIPELINE_SHADER_STAGE_CREATE_REQUIRE_FULL_SUBGROUPS_BIT_EXT = VK_PIPELINE_SHADER_STAGE_CREATE_REQUIRE_FULL_SUBGROUPS_BIT, + VK_PIPELINE_SHADER_STAGE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkPipelineShaderStageCreateFlagBits; typedef VkFlags VkPipelineShaderStageCreateFlags; typedef enum VkShaderStageFlagBits { - VK_SHADER_STAGE_VERTEX_BIT = 0x00000001, - VK_SHADER_STAGE_TESSELLATION_CONTROL_BIT = 0x00000002, + VK_SHADER_STAGE_VERTEX_BIT = 0x00000001, + VK_SHADER_STAGE_TESSELLATION_CONTROL_BIT = 0x00000002, VK_SHADER_STAGE_TESSELLATION_EVALUATION_BIT = 0x00000004, - VK_SHADER_STAGE_GEOMETRY_BIT = 0x00000008, - VK_SHADER_STAGE_FRAGMENT_BIT = 0x00000010, - VK_SHADER_STAGE_COMPUTE_BIT = 0x00000020, - VK_SHADER_STAGE_ALL_GRAPHICS = 0x0000001F, - VK_SHADER_STAGE_ALL = 0x7FFFFFFF, - VK_SHADER_STAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_SHADER_STAGE_GEOMETRY_BIT = 0x00000008, + VK_SHADER_STAGE_FRAGMENT_BIT = 0x00000010, + VK_SHADER_STAGE_COMPUTE_BIT = 0x00000020, + VK_SHADER_STAGE_ALL_GRAPHICS = 0x0000001F, + VK_SHADER_STAGE_ALL = 0x7FFFFFFF, + VK_SHADER_STAGE_RAYGEN_BIT_KHR = 0x00000100, + VK_SHADER_STAGE_ANY_HIT_BIT_KHR = 0x00000200, + VK_SHADER_STAGE_CLOSEST_HIT_BIT_KHR = 0x00000400, + VK_SHADER_STAGE_MISS_BIT_KHR = 0x00000800, + VK_SHADER_STAGE_INTERSECTION_BIT_KHR = 0x00001000, + VK_SHADER_STAGE_CALLABLE_BIT_KHR = 0x00002000, + VK_SHADER_STAGE_TASK_BIT_NV = 0x00000040, + VK_SHADER_STAGE_MESH_BIT_NV = 0x00000080, + VK_SHADER_STAGE_SUBPASS_SHADING_BIT_HUAWEI = 0x00004000, + VK_SHADER_STAGE_RAYGEN_BIT_NV = VK_SHADER_STAGE_RAYGEN_BIT_KHR, + VK_SHADER_STAGE_ANY_HIT_BIT_NV = VK_SHADER_STAGE_ANY_HIT_BIT_KHR, + VK_SHADER_STAGE_CLOSEST_HIT_BIT_NV = VK_SHADER_STAGE_CLOSEST_HIT_BIT_KHR, + VK_SHADER_STAGE_MISS_BIT_NV = VK_SHADER_STAGE_MISS_BIT_KHR, + VK_SHADER_STAGE_INTERSECTION_BIT_NV = VK_SHADER_STAGE_INTERSECTION_BIT_KHR, + VK_SHADER_STAGE_CALLABLE_BIT_NV = VK_SHADER_STAGE_CALLABLE_BIT_KHR, + VK_SHADER_STAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkShaderStageFlagBits; -typedef VkFlags VkPipelineVertexInputStateCreateFlags; -typedef VkFlags VkPipelineInputAssemblyStateCreateFlags; -typedef VkFlags VkPipelineTessellationStateCreateFlags; -typedef VkFlags VkPipelineViewportStateCreateFlags; -typedef VkFlags VkPipelineRasterizationStateCreateFlags; typedef enum VkCullModeFlagBits { - VK_CULL_MODE_NONE = 0, - VK_CULL_MODE_FRONT_BIT = 0x00000001, - VK_CULL_MODE_BACK_BIT = 0x00000002, - VK_CULL_MODE_FRONT_AND_BACK = 0x00000003, + VK_CULL_MODE_NONE = 0, + VK_CULL_MODE_FRONT_BIT = 0x00000001, + VK_CULL_MODE_BACK_BIT = 0x00000002, + VK_CULL_MODE_FRONT_AND_BACK = 0x00000003, VK_CULL_MODE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkCullModeFlagBits; typedef VkFlags VkCullModeFlags; +typedef VkFlags VkPipelineVertexInputStateCreateFlags; +typedef VkFlags VkPipelineInputAssemblyStateCreateFlags; +typedef VkFlags VkPipelineTessellationStateCreateFlags; +typedef VkFlags VkPipelineViewportStateCreateFlags; +typedef VkFlags VkPipelineRasterizationStateCreateFlags; typedef VkFlags VkPipelineMultisampleStateCreateFlags; + +typedef enum VkPipelineDepthStencilStateCreateFlagBits { + VK_PIPELINE_DEPTH_STENCIL_STATE_CREATE_RASTERIZATION_ORDER_ATTACHMENT_DEPTH_ACCESS_BIT_ARM = 0x00000001, + VK_PIPELINE_DEPTH_STENCIL_STATE_CREATE_RASTERIZATION_ORDER_ATTACHMENT_STENCIL_ACCESS_BIT_ARM = 0x00000002, + VK_PIPELINE_DEPTH_STENCIL_STATE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkPipelineDepthStencilStateCreateFlagBits; typedef VkFlags VkPipelineDepthStencilStateCreateFlags; -typedef VkFlags VkPipelineColorBlendStateCreateFlags; -typedef enum VkColorComponentFlagBits { - VK_COLOR_COMPONENT_R_BIT = 0x00000001, - VK_COLOR_COMPONENT_G_BIT = 0x00000002, - VK_COLOR_COMPONENT_B_BIT = 0x00000004, - VK_COLOR_COMPONENT_A_BIT = 0x00000008, - VK_COLOR_COMPONENT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkColorComponentFlagBits; -typedef VkFlags VkColorComponentFlags; +typedef enum VkPipelineColorBlendStateCreateFlagBits { + VK_PIPELINE_COLOR_BLEND_STATE_CREATE_RASTERIZATION_ORDER_ATTACHMENT_ACCESS_BIT_ARM = 0x00000001, + VK_PIPELINE_COLOR_BLEND_STATE_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkPipelineColorBlendStateCreateFlagBits; +typedef VkFlags VkPipelineColorBlendStateCreateFlags; typedef VkFlags VkPipelineDynamicStateCreateFlags; typedef VkFlags VkPipelineLayoutCreateFlags; typedef VkFlags VkShaderStageFlags; -typedef VkFlags VkSamplerCreateFlags; -typedef enum VkDescriptorSetLayoutCreateFlagBits { - VK_DESCRIPTOR_SET_LAYOUT_CREATE_PUSH_DESCRIPTOR_BIT_KHR = 0x00000001, - VK_DESCRIPTOR_SET_LAYOUT_CREATE_UPDATE_AFTER_BIND_POOL_BIT_EXT = 0x00000002, - VK_DESCRIPTOR_SET_LAYOUT_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkDescriptorSetLayoutCreateFlagBits; -typedef VkFlags VkDescriptorSetLayoutCreateFlags; +typedef enum VkSamplerCreateFlagBits { + VK_SAMPLER_CREATE_SUBSAMPLED_BIT_EXT = 0x00000001, + VK_SAMPLER_CREATE_SUBSAMPLED_COARSE_RECONSTRUCTION_BIT_EXT = 0x00000002, + VK_SAMPLER_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkSamplerCreateFlagBits; +typedef VkFlags VkSamplerCreateFlags; typedef enum VkDescriptorPoolCreateFlagBits { - VK_DESCRIPTOR_POOL_CREATE_FREE_DESCRIPTOR_SET_BIT = 0x00000001, - VK_DESCRIPTOR_POOL_CREATE_UPDATE_AFTER_BIND_BIT_EXT = 0x00000002, - VK_DESCRIPTOR_POOL_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_DESCRIPTOR_POOL_CREATE_FREE_DESCRIPTOR_SET_BIT = 0x00000001, + VK_DESCRIPTOR_POOL_CREATE_UPDATE_AFTER_BIND_BIT = 0x00000002, + VK_DESCRIPTOR_POOL_CREATE_HOST_ONLY_BIT_VALVE = 0x00000004, + VK_DESCRIPTOR_POOL_CREATE_UPDATE_AFTER_BIND_BIT_EXT = VK_DESCRIPTOR_POOL_CREATE_UPDATE_AFTER_BIND_BIT, + VK_DESCRIPTOR_POOL_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkDescriptorPoolCreateFlagBits; typedef VkFlags VkDescriptorPoolCreateFlags; typedef VkFlags VkDescriptorPoolResetFlags; -typedef VkFlags VkFramebufferCreateFlags; -typedef VkFlags VkRenderPassCreateFlags; + +typedef enum VkDescriptorSetLayoutCreateFlagBits { + VK_DESCRIPTOR_SET_LAYOUT_CREATE_UPDATE_AFTER_BIND_POOL_BIT = 0x00000002, + VK_DESCRIPTOR_SET_LAYOUT_CREATE_PUSH_DESCRIPTOR_BIT_KHR = 0x00000001, + VK_DESCRIPTOR_SET_LAYOUT_CREATE_HOST_ONLY_POOL_BIT_VALVE = 0x00000004, + VK_DESCRIPTOR_SET_LAYOUT_CREATE_UPDATE_AFTER_BIND_POOL_BIT_EXT = VK_DESCRIPTOR_SET_LAYOUT_CREATE_UPDATE_AFTER_BIND_POOL_BIT, + VK_DESCRIPTOR_SET_LAYOUT_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkDescriptorSetLayoutCreateFlagBits; +typedef VkFlags VkDescriptorSetLayoutCreateFlags; typedef enum VkAttachmentDescriptionFlagBits { - VK_ATTACHMENT_DESCRIPTION_MAY_ALIAS_BIT = 0x00000001, + VK_ATTACHMENT_DESCRIPTION_MAY_ALIAS_BIT = 0x00000001, VK_ATTACHMENT_DESCRIPTION_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkAttachmentDescriptionFlagBits; typedef VkFlags VkAttachmentDescriptionFlags; -typedef enum VkSubpassDescriptionFlagBits { - VK_SUBPASS_DESCRIPTION_PER_VIEW_ATTRIBUTES_BIT_NVX = 0x00000001, - VK_SUBPASS_DESCRIPTION_PER_VIEW_POSITION_X_ONLY_BIT_NVX = 0x00000002, - VK_SUBPASS_DESCRIPTION_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkSubpassDescriptionFlagBits; -typedef VkFlags VkSubpassDescriptionFlags; - -typedef enum VkAccessFlagBits { - VK_ACCESS_INDIRECT_COMMAND_READ_BIT = 0x00000001, - VK_ACCESS_INDEX_READ_BIT = 0x00000002, - VK_ACCESS_VERTEX_ATTRIBUTE_READ_BIT = 0x00000004, - VK_ACCESS_UNIFORM_READ_BIT = 0x00000008, - VK_ACCESS_INPUT_ATTACHMENT_READ_BIT = 0x00000010, - VK_ACCESS_SHADER_READ_BIT = 0x00000020, - VK_ACCESS_SHADER_WRITE_BIT = 0x00000040, - VK_ACCESS_COLOR_ATTACHMENT_READ_BIT = 0x00000080, - VK_ACCESS_COLOR_ATTACHMENT_WRITE_BIT = 0x00000100, - VK_ACCESS_DEPTH_STENCIL_ATTACHMENT_READ_BIT = 0x00000200, - VK_ACCESS_DEPTH_STENCIL_ATTACHMENT_WRITE_BIT = 0x00000400, - VK_ACCESS_TRANSFER_READ_BIT = 0x00000800, - VK_ACCESS_TRANSFER_WRITE_BIT = 0x00001000, - VK_ACCESS_HOST_READ_BIT = 0x00002000, - VK_ACCESS_HOST_WRITE_BIT = 0x00004000, - VK_ACCESS_MEMORY_READ_BIT = 0x00008000, - VK_ACCESS_MEMORY_WRITE_BIT = 0x00010000, - VK_ACCESS_COMMAND_PROCESS_READ_BIT_NVX = 0x00020000, - VK_ACCESS_COMMAND_PROCESS_WRITE_BIT_NVX = 0x00040000, - VK_ACCESS_COLOR_ATTACHMENT_READ_NONCOHERENT_BIT_EXT = 0x00080000, - VK_ACCESS_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF -} VkAccessFlagBits; -typedef VkFlags VkAccessFlags; - typedef enum VkDependencyFlagBits { - VK_DEPENDENCY_BY_REGION_BIT = 0x00000001, - VK_DEPENDENCY_DEVICE_GROUP_BIT = 0x00000004, - VK_DEPENDENCY_VIEW_LOCAL_BIT = 0x00000002, - VK_DEPENDENCY_VIEW_LOCAL_BIT_KHR = VK_DEPENDENCY_VIEW_LOCAL_BIT, + VK_DEPENDENCY_BY_REGION_BIT = 0x00000001, + VK_DEPENDENCY_DEVICE_GROUP_BIT = 0x00000004, + VK_DEPENDENCY_VIEW_LOCAL_BIT = 0x00000002, + VK_DEPENDENCY_VIEW_LOCAL_BIT_KHR = VK_DEPENDENCY_VIEW_LOCAL_BIT, VK_DEPENDENCY_DEVICE_GROUP_BIT_KHR = VK_DEPENDENCY_DEVICE_GROUP_BIT, - VK_DEPENDENCY_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_DEPENDENCY_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkDependencyFlagBits; typedef VkFlags VkDependencyFlags; +typedef enum VkFramebufferCreateFlagBits { + VK_FRAMEBUFFER_CREATE_IMAGELESS_BIT = 0x00000001, + VK_FRAMEBUFFER_CREATE_IMAGELESS_BIT_KHR = VK_FRAMEBUFFER_CREATE_IMAGELESS_BIT, + VK_FRAMEBUFFER_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkFramebufferCreateFlagBits; +typedef VkFlags VkFramebufferCreateFlags; + +typedef enum VkRenderPassCreateFlagBits { + VK_RENDER_PASS_CREATE_TRANSFORM_BIT_QCOM = 0x00000002, + VK_RENDER_PASS_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkRenderPassCreateFlagBits; +typedef VkFlags VkRenderPassCreateFlags; + +typedef enum VkSubpassDescriptionFlagBits { + VK_SUBPASS_DESCRIPTION_PER_VIEW_ATTRIBUTES_BIT_NVX = 0x00000001, + VK_SUBPASS_DESCRIPTION_PER_VIEW_POSITION_X_ONLY_BIT_NVX = 0x00000002, + VK_SUBPASS_DESCRIPTION_FRAGMENT_REGION_BIT_QCOM = 0x00000004, + VK_SUBPASS_DESCRIPTION_SHADER_RESOLVE_BIT_QCOM = 0x00000008, + VK_SUBPASS_DESCRIPTION_RASTERIZATION_ORDER_ATTACHMENT_COLOR_ACCESS_BIT_ARM = 0x00000010, + VK_SUBPASS_DESCRIPTION_RASTERIZATION_ORDER_ATTACHMENT_DEPTH_ACCESS_BIT_ARM = 0x00000020, + VK_SUBPASS_DESCRIPTION_RASTERIZATION_ORDER_ATTACHMENT_STENCIL_ACCESS_BIT_ARM = 0x00000040, + VK_SUBPASS_DESCRIPTION_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkSubpassDescriptionFlagBits; +typedef VkFlags VkSubpassDescriptionFlags; + typedef enum VkCommandPoolCreateFlagBits { - VK_COMMAND_POOL_CREATE_TRANSIENT_BIT = 0x00000001, + VK_COMMAND_POOL_CREATE_TRANSIENT_BIT = 0x00000001, VK_COMMAND_POOL_CREATE_RESET_COMMAND_BUFFER_BIT = 0x00000002, - VK_COMMAND_POOL_CREATE_PROTECTED_BIT = 0x00000004, - VK_COMMAND_POOL_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_COMMAND_POOL_CREATE_PROTECTED_BIT = 0x00000004, + VK_COMMAND_POOL_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkCommandPoolCreateFlagBits; typedef VkFlags VkCommandPoolCreateFlags; typedef enum VkCommandPoolResetFlagBits { VK_COMMAND_POOL_RESET_RELEASE_RESOURCES_BIT = 0x00000001, - VK_COMMAND_POOL_RESET_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_COMMAND_POOL_RESET_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkCommandPoolResetFlagBits; typedef VkFlags VkCommandPoolResetFlags; typedef enum VkCommandBufferUsageFlagBits { - VK_COMMAND_BUFFER_USAGE_ONE_TIME_SUBMIT_BIT = 0x00000001, + VK_COMMAND_BUFFER_USAGE_ONE_TIME_SUBMIT_BIT = 0x00000001, VK_COMMAND_BUFFER_USAGE_RENDER_PASS_CONTINUE_BIT = 0x00000002, - VK_COMMAND_BUFFER_USAGE_SIMULTANEOUS_USE_BIT = 0x00000004, - VK_COMMAND_BUFFER_USAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_COMMAND_BUFFER_USAGE_SIMULTANEOUS_USE_BIT = 0x00000004, + VK_COMMAND_BUFFER_USAGE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkCommandBufferUsageFlagBits; typedef VkFlags VkCommandBufferUsageFlags; typedef enum VkQueryControlFlagBits { - VK_QUERY_CONTROL_PRECISE_BIT = 0x00000001, + VK_QUERY_CONTROL_PRECISE_BIT = 0x00000001, VK_QUERY_CONTROL_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkQueryControlFlagBits; typedef VkFlags VkQueryControlFlags; typedef enum VkCommandBufferResetFlagBits { VK_COMMAND_BUFFER_RESET_RELEASE_RESOURCES_BIT = 0x00000001, - VK_COMMAND_BUFFER_RESET_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_COMMAND_BUFFER_RESET_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkCommandBufferResetFlagBits; typedef VkFlags VkCommandBufferResetFlags; typedef enum VkStencilFaceFlagBits { - VK_STENCIL_FACE_FRONT_BIT = 0x00000001, - VK_STENCIL_FACE_BACK_BIT = 0x00000002, - VK_STENCIL_FRONT_AND_BACK = 0x00000003, + VK_STENCIL_FACE_FRONT_BIT = 0x00000001, + VK_STENCIL_FACE_BACK_BIT = 0x00000002, + VK_STENCIL_FACE_FRONT_AND_BACK = 0x00000003, + VK_STENCIL_FRONT_AND_BACK = VK_STENCIL_FACE_FRONT_AND_BACK, VK_STENCIL_FACE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkStencilFaceFlagBits; typedef VkFlags VkStencilFaceFlags; +typedef struct VkExtent2D { + uint32_t width; + uint32_t height; +} VkExtent2D; -typedef struct VkApplicationInfo { - VkStructureType sType; - const void* pNext; - const char* pApplicationName; - uint32_t applicationVersion; - const char* pEngineName; - uint32_t engineVersion; - uint32_t apiVersion; -} VkApplicationInfo; +typedef struct VkExtent3D { + uint32_t width; + uint32_t height; + uint32_t depth; +} VkExtent3D; -typedef struct VkInstanceCreateInfo { - VkStructureType sType; - const void* pNext; - VkInstanceCreateFlags flags; - const VkApplicationInfo* pApplicationInfo; - uint32_t enabledLayerCount; - const char* const* ppEnabledLayerNames; - uint32_t enabledExtensionCount; - const char* const* ppEnabledExtensionNames; -} VkInstanceCreateInfo; +typedef struct VkOffset2D { + int32_t x; + int32_t y; +} VkOffset2D; + +typedef struct VkOffset3D { + int32_t x; + int32_t y; + int32_t z; +} VkOffset3D; + +typedef struct VkRect2D { + VkOffset2D offset; + VkExtent2D extent; +} VkRect2D; + +typedef struct VkBaseInStructure { + VkStructureType sType; + const struct VkBaseInStructure* pNext; +} VkBaseInStructure; + +typedef struct VkBaseOutStructure { + VkStructureType sType; + struct VkBaseOutStructure* pNext; +} VkBaseOutStructure; + +typedef struct VkBufferMemoryBarrier { + VkStructureType sType; + const void* pNext; + VkAccessFlags srcAccessMask; + VkAccessFlags dstAccessMask; + uint32_t srcQueueFamilyIndex; + uint32_t dstQueueFamilyIndex; + VkBuffer buffer; + VkDeviceSize offset; + VkDeviceSize size; +} VkBufferMemoryBarrier; + +typedef struct VkDispatchIndirectCommand { + uint32_t x; + uint32_t y; + uint32_t z; +} VkDispatchIndirectCommand; -typedef void*(VKAPI_PTR* PFN_vkAllocationFunction)(void* pUserData, size_t size, size_t alignment, - VkSystemAllocationScope allocationScope); +typedef struct VkDrawIndexedIndirectCommand { + uint32_t indexCount; + uint32_t instanceCount; + uint32_t firstIndex; + int32_t vertexOffset; + uint32_t firstInstance; +} VkDrawIndexedIndirectCommand; -typedef void*(VKAPI_PTR* PFN_vkReallocationFunction)(void* pUserData, void* pOriginal, size_t size, size_t alignment, - VkSystemAllocationScope allocationScope); +typedef struct VkDrawIndirectCommand { + uint32_t vertexCount; + uint32_t instanceCount; + uint32_t firstVertex; + uint32_t firstInstance; +} VkDrawIndirectCommand; -typedef void(VKAPI_PTR* PFN_vkFreeFunction)(void* pUserData, void* pMemory); +typedef struct VkImageSubresourceRange { + VkImageAspectFlags aspectMask; + uint32_t baseMipLevel; + uint32_t levelCount; + uint32_t baseArrayLayer; + uint32_t layerCount; +} VkImageSubresourceRange; -typedef void(VKAPI_PTR* PFN_vkInternalAllocationNotification)(void* pUserData, size_t size, - VkInternalAllocationType allocationType, - VkSystemAllocationScope allocationScope); +typedef struct VkImageMemoryBarrier { + VkStructureType sType; + const void* pNext; + VkAccessFlags srcAccessMask; + VkAccessFlags dstAccessMask; + VkImageLayout oldLayout; + VkImageLayout newLayout; + uint32_t srcQueueFamilyIndex; + uint32_t dstQueueFamilyIndex; + VkImage image; + VkImageSubresourceRange subresourceRange; +} VkImageMemoryBarrier; -typedef void(VKAPI_PTR* PFN_vkInternalFreeNotification)(void* pUserData, size_t size, - VkInternalAllocationType allocationType, - VkSystemAllocationScope allocationScope); +typedef struct VkMemoryBarrier { + VkStructureType sType; + const void* pNext; + VkAccessFlags srcAccessMask; + VkAccessFlags dstAccessMask; +} VkMemoryBarrier; +typedef struct VkPipelineCacheHeaderVersionOne { + uint32_t headerSize; + VkPipelineCacheHeaderVersion headerVersion; + uint32_t vendorID; + uint32_t deviceID; + uint8_t pipelineCacheUUID[VK_UUID_SIZE]; +} VkPipelineCacheHeaderVersionOne; + +typedef void* (VKAPI_PTR *PFN_vkAllocationFunction)( + void* pUserData, + size_t size, + size_t alignment, + VkSystemAllocationScope allocationScope); + +typedef void (VKAPI_PTR *PFN_vkFreeFunction)( + void* pUserData, + void* pMemory); + +typedef void (VKAPI_PTR *PFN_vkInternalAllocationNotification)( + void* pUserData, + size_t size, + VkInternalAllocationType allocationType, + VkSystemAllocationScope allocationScope); + +typedef void (VKAPI_PTR *PFN_vkInternalFreeNotification)( + void* pUserData, + size_t size, + VkInternalAllocationType allocationType, + VkSystemAllocationScope allocationScope); + +typedef void* (VKAPI_PTR *PFN_vkReallocationFunction)( + void* pUserData, + void* pOriginal, + size_t size, + size_t alignment, + VkSystemAllocationScope allocationScope); + +typedef void (VKAPI_PTR *PFN_vkVoidFunction)(void); typedef struct VkAllocationCallbacks { - void* pUserData; - PFN_vkAllocationFunction pfnAllocation; - PFN_vkReallocationFunction pfnReallocation; - PFN_vkFreeFunction pfnFree; - PFN_vkInternalAllocationNotification pfnInternalAllocation; - PFN_vkInternalFreeNotification pfnInternalFree; + void* pUserData; + PFN_vkAllocationFunction pfnAllocation; + PFN_vkReallocationFunction pfnReallocation; + PFN_vkFreeFunction pfnFree; + PFN_vkInternalAllocationNotification pfnInternalAllocation; + PFN_vkInternalFreeNotification pfnInternalFree; } VkAllocationCallbacks; -typedef struct VkPhysicalDeviceFeatures { - VkBool32 robustBufferAccess; - VkBool32 fullDrawIndexUint32; - VkBool32 imageCubeArray; - VkBool32 independentBlend; - VkBool32 geometryShader; - VkBool32 tessellationShader; - VkBool32 sampleRateShading; - VkBool32 dualSrcBlend; - VkBool32 logicOp; - VkBool32 multiDrawIndirect; - VkBool32 drawIndirectFirstInstance; - VkBool32 depthClamp; - VkBool32 depthBiasClamp; - VkBool32 fillModeNonSolid; - VkBool32 depthBounds; - VkBool32 wideLines; - VkBool32 largePoints; - VkBool32 alphaToOne; - VkBool32 multiViewport; - VkBool32 samplerAnisotropy; - VkBool32 textureCompressionETC2; - VkBool32 textureCompressionASTC_LDR; - VkBool32 textureCompressionBC; - VkBool32 occlusionQueryPrecise; - VkBool32 pipelineStatisticsQuery; - VkBool32 vertexPipelineStoresAndAtomics; - VkBool32 fragmentStoresAndAtomics; - VkBool32 shaderTessellationAndGeometryPointSize; - VkBool32 shaderImageGatherExtended; - VkBool32 shaderStorageImageExtendedFormats; - VkBool32 shaderStorageImageMultisample; - VkBool32 shaderStorageImageReadWithoutFormat; - VkBool32 shaderStorageImageWriteWithoutFormat; - VkBool32 shaderUniformBufferArrayDynamicIndexing; - VkBool32 shaderSampledImageArrayDynamicIndexing; - VkBool32 shaderStorageBufferArrayDynamicIndexing; - VkBool32 shaderStorageImageArrayDynamicIndexing; - VkBool32 shaderClipDistance; - VkBool32 shaderCullDistance; - VkBool32 shaderFloat64; - VkBool32 shaderInt64; - VkBool32 shaderInt16; - VkBool32 shaderResourceResidency; - VkBool32 shaderResourceMinLod; - VkBool32 sparseBinding; - VkBool32 sparseResidencyBuffer; - VkBool32 sparseResidencyImage2D; - VkBool32 sparseResidencyImage3D; - VkBool32 sparseResidency2Samples; - VkBool32 sparseResidency4Samples; - VkBool32 sparseResidency8Samples; - VkBool32 sparseResidency16Samples; - VkBool32 sparseResidencyAliased; - VkBool32 variableMultisampleRate; - VkBool32 inheritedQueries; -} VkPhysicalDeviceFeatures; +typedef struct VkApplicationInfo { + VkStructureType sType; + const void* pNext; + const char* pApplicationName; + uint32_t applicationVersion; + const char* pEngineName; + uint32_t engineVersion; + uint32_t apiVersion; +} VkApplicationInfo; typedef struct VkFormatProperties { - VkFormatFeatureFlags linearTilingFeatures; - VkFormatFeatureFlags optimalTilingFeatures; - VkFormatFeatureFlags bufferFeatures; + VkFormatFeatureFlags linearTilingFeatures; + VkFormatFeatureFlags optimalTilingFeatures; + VkFormatFeatureFlags bufferFeatures; } VkFormatProperties; -typedef struct VkExtent3D { - uint32_t width; - uint32_t height; - uint32_t depth; -} VkExtent3D; - typedef struct VkImageFormatProperties { - VkExtent3D maxExtent; - uint32_t maxMipLevels; - uint32_t maxArrayLayers; - VkSampleCountFlags sampleCounts; - VkDeviceSize maxResourceSize; + VkExtent3D maxExtent; + uint32_t maxMipLevels; + uint32_t maxArrayLayers; + VkSampleCountFlags sampleCounts; + VkDeviceSize maxResourceSize; } VkImageFormatProperties; +typedef struct VkInstanceCreateInfo { + VkStructureType sType; + const void* pNext; + VkInstanceCreateFlags flags; + const VkApplicationInfo* pApplicationInfo; + uint32_t enabledLayerCount; + const char* const* ppEnabledLayerNames; + uint32_t enabledExtensionCount; + const char* const* ppEnabledExtensionNames; +} VkInstanceCreateInfo; + +typedef struct VkMemoryHeap { + VkDeviceSize size; + VkMemoryHeapFlags flags; +} VkMemoryHeap; + +typedef struct VkMemoryType { + VkMemoryPropertyFlags propertyFlags; + uint32_t heapIndex; +} VkMemoryType; + +typedef struct VkPhysicalDeviceFeatures { + VkBool32 robustBufferAccess; + VkBool32 fullDrawIndexUint32; + VkBool32 imageCubeArray; + VkBool32 independentBlend; + VkBool32 geometryShader; + VkBool32 tessellationShader; + VkBool32 sampleRateShading; + VkBool32 dualSrcBlend; + VkBool32 logicOp; + VkBool32 multiDrawIndirect; + VkBool32 drawIndirectFirstInstance; + VkBool32 depthClamp; + VkBool32 depthBiasClamp; + VkBool32 fillModeNonSolid; + VkBool32 depthBounds; + VkBool32 wideLines; + VkBool32 largePoints; + VkBool32 alphaToOne; + VkBool32 multiViewport; + VkBool32 samplerAnisotropy; + VkBool32 textureCompressionETC2; + VkBool32 textureCompressionASTC_LDR; + VkBool32 textureCompressionBC; + VkBool32 occlusionQueryPrecise; + VkBool32 pipelineStatisticsQuery; + VkBool32 vertexPipelineStoresAndAtomics; + VkBool32 fragmentStoresAndAtomics; + VkBool32 shaderTessellationAndGeometryPointSize; + VkBool32 shaderImageGatherExtended; + VkBool32 shaderStorageImageExtendedFormats; + VkBool32 shaderStorageImageMultisample; + VkBool32 shaderStorageImageReadWithoutFormat; + VkBool32 shaderStorageImageWriteWithoutFormat; + VkBool32 shaderUniformBufferArrayDynamicIndexing; + VkBool32 shaderSampledImageArrayDynamicIndexing; + VkBool32 shaderStorageBufferArrayDynamicIndexing; + VkBool32 shaderStorageImageArrayDynamicIndexing; + VkBool32 shaderClipDistance; + VkBool32 shaderCullDistance; + VkBool32 shaderFloat64; + VkBool32 shaderInt64; + VkBool32 shaderInt16; + VkBool32 shaderResourceResidency; + VkBool32 shaderResourceMinLod; + VkBool32 sparseBinding; + VkBool32 sparseResidencyBuffer; + VkBool32 sparseResidencyImage2D; + VkBool32 sparseResidencyImage3D; + VkBool32 sparseResidency2Samples; + VkBool32 sparseResidency4Samples; + VkBool32 sparseResidency8Samples; + VkBool32 sparseResidency16Samples; + VkBool32 sparseResidencyAliased; + VkBool32 variableMultisampleRate; + VkBool32 inheritedQueries; +} VkPhysicalDeviceFeatures; + typedef struct VkPhysicalDeviceLimits { - uint32_t maxImageDimension1D; - uint32_t maxImageDimension2D; - uint32_t maxImageDimension3D; - uint32_t maxImageDimensionCube; - uint32_t maxImageArrayLayers; - uint32_t maxTexelBufferElements; - uint32_t maxUniformBufferRange; - uint32_t maxStorageBufferRange; - uint32_t maxPushConstantsSize; - uint32_t maxMemoryAllocationCount; - uint32_t maxSamplerAllocationCount; - VkDeviceSize bufferImageGranularity; - VkDeviceSize sparseAddressSpaceSize; - uint32_t maxBoundDescriptorSets; - uint32_t maxPerStageDescriptorSamplers; - uint32_t maxPerStageDescriptorUniformBuffers; - uint32_t maxPerStageDescriptorStorageBuffers; - uint32_t maxPerStageDescriptorSampledImages; - uint32_t maxPerStageDescriptorStorageImages; - uint32_t maxPerStageDescriptorInputAttachments; - uint32_t maxPerStageResources; - uint32_t maxDescriptorSetSamplers; - uint32_t maxDescriptorSetUniformBuffers; - uint32_t maxDescriptorSetUniformBuffersDynamic; - uint32_t maxDescriptorSetStorageBuffers; - uint32_t maxDescriptorSetStorageBuffersDynamic; - uint32_t maxDescriptorSetSampledImages; - uint32_t maxDescriptorSetStorageImages; - uint32_t maxDescriptorSetInputAttachments; - uint32_t maxVertexInputAttributes; - uint32_t maxVertexInputBindings; - uint32_t maxVertexInputAttributeOffset; - uint32_t maxVertexInputBindingStride; - uint32_t maxVertexOutputComponents; - uint32_t maxTessellationGenerationLevel; - uint32_t maxTessellationPatchSize; - uint32_t maxTessellationControlPerVertexInputComponents; - uint32_t maxTessellationControlPerVertexOutputComponents; - uint32_t maxTessellationControlPerPatchOutputComponents; - uint32_t maxTessellationControlTotalOutputComponents; - uint32_t maxTessellationEvaluationInputComponents; - uint32_t maxTessellationEvaluationOutputComponents; - uint32_t maxGeometryShaderInvocations; - uint32_t maxGeometryInputComponents; - uint32_t maxGeometryOutputComponents; - uint32_t maxGeometryOutputVertices; - uint32_t maxGeometryTotalOutputComponents; - uint32_t maxFragmentInputComponents; - uint32_t maxFragmentOutputAttachments; - uint32_t maxFragmentDualSrcAttachments; - uint32_t maxFragmentCombinedOutputResources; - uint32_t maxComputeSharedMemorySize; - uint32_t maxComputeWorkGroupCount[3]; - uint32_t maxComputeWorkGroupInvocations; - uint32_t maxComputeWorkGroupSize[3]; - uint32_t subPixelPrecisionBits; - uint32_t subTexelPrecisionBits; - uint32_t mipmapPrecisionBits; - uint32_t maxDrawIndexedIndexValue; - uint32_t maxDrawIndirectCount; - float maxSamplerLodBias; - float maxSamplerAnisotropy; - uint32_t maxViewports; - uint32_t maxViewportDimensions[2]; - float viewportBoundsRange[2]; - uint32_t viewportSubPixelBits; - size_t minMemoryMapAlignment; - VkDeviceSize minTexelBufferOffsetAlignment; - VkDeviceSize minUniformBufferOffsetAlignment; - VkDeviceSize minStorageBufferOffsetAlignment; - int32_t minTexelOffset; - uint32_t maxTexelOffset; - int32_t minTexelGatherOffset; - uint32_t maxTexelGatherOffset; - float minInterpolationOffset; - float maxInterpolationOffset; - uint32_t subPixelInterpolationOffsetBits; - uint32_t maxFramebufferWidth; - uint32_t maxFramebufferHeight; - uint32_t maxFramebufferLayers; - VkSampleCountFlags framebufferColorSampleCounts; - VkSampleCountFlags framebufferDepthSampleCounts; - VkSampleCountFlags framebufferStencilSampleCounts; - VkSampleCountFlags framebufferNoAttachmentsSampleCounts; - uint32_t maxColorAttachments; - VkSampleCountFlags sampledImageColorSampleCounts; - VkSampleCountFlags sampledImageIntegerSampleCounts; - VkSampleCountFlags sampledImageDepthSampleCounts; - VkSampleCountFlags sampledImageStencilSampleCounts; - VkSampleCountFlags storageImageSampleCounts; - uint32_t maxSampleMaskWords; - VkBool32 timestampComputeAndGraphics; - float timestampPeriod; - uint32_t maxClipDistances; - uint32_t maxCullDistances; - uint32_t maxCombinedClipAndCullDistances; - uint32_t discreteQueuePriorities; - float pointSizeRange[2]; - float lineWidthRange[2]; - float pointSizeGranularity; - float lineWidthGranularity; - VkBool32 strictLines; - VkBool32 standardSampleLocations; - VkDeviceSize optimalBufferCopyOffsetAlignment; - VkDeviceSize optimalBufferCopyRowPitchAlignment; - VkDeviceSize nonCoherentAtomSize; + uint32_t maxImageDimension1D; + uint32_t maxImageDimension2D; + uint32_t maxImageDimension3D; + uint32_t maxImageDimensionCube; + uint32_t maxImageArrayLayers; + uint32_t maxTexelBufferElements; + uint32_t maxUniformBufferRange; + uint32_t maxStorageBufferRange; + uint32_t maxPushConstantsSize; + uint32_t maxMemoryAllocationCount; + uint32_t maxSamplerAllocationCount; + VkDeviceSize bufferImageGranularity; + VkDeviceSize sparseAddressSpaceSize; + uint32_t maxBoundDescriptorSets; + uint32_t maxPerStageDescriptorSamplers; + uint32_t maxPerStageDescriptorUniformBuffers; + uint32_t maxPerStageDescriptorStorageBuffers; + uint32_t maxPerStageDescriptorSampledImages; + uint32_t maxPerStageDescriptorStorageImages; + uint32_t maxPerStageDescriptorInputAttachments; + uint32_t maxPerStageResources; + uint32_t maxDescriptorSetSamplers; + uint32_t maxDescriptorSetUniformBuffers; + uint32_t maxDescriptorSetUniformBuffersDynamic; + uint32_t maxDescriptorSetStorageBuffers; + uint32_t maxDescriptorSetStorageBuffersDynamic; + uint32_t maxDescriptorSetSampledImages; + uint32_t maxDescriptorSetStorageImages; + uint32_t maxDescriptorSetInputAttachments; + uint32_t maxVertexInputAttributes; + uint32_t maxVertexInputBindings; + uint32_t maxVertexInputAttributeOffset; + uint32_t maxVertexInputBindingStride; + uint32_t maxVertexOutputComponents; + uint32_t maxTessellationGenerationLevel; + uint32_t maxTessellationPatchSize; + uint32_t maxTessellationControlPerVertexInputComponents; + uint32_t maxTessellationControlPerVertexOutputComponents; + uint32_t maxTessellationControlPerPatchOutputComponents; + uint32_t maxTessellationControlTotalOutputComponents; + uint32_t maxTessellationEvaluationInputComponents; + uint32_t maxTessellationEvaluationOutputComponents; + uint32_t maxGeometryShaderInvocations; + uint32_t maxGeometryInputComponents; + uint32_t maxGeometryOutputComponents; + uint32_t maxGeometryOutputVertices; + uint32_t maxGeometryTotalOutputComponents; + uint32_t maxFragmentInputComponents; + uint32_t maxFragmentOutputAttachments; + uint32_t maxFragmentDualSrcAttachments; + uint32_t maxFragmentCombinedOutputResources; + uint32_t maxComputeSharedMemorySize; + uint32_t maxComputeWorkGroupCount[3]; + uint32_t maxComputeWorkGroupInvocations; + uint32_t maxComputeWorkGroupSize[3]; + uint32_t subPixelPrecisionBits; + uint32_t subTexelPrecisionBits; + uint32_t mipmapPrecisionBits; + uint32_t maxDrawIndexedIndexValue; + uint32_t maxDrawIndirectCount; + float maxSamplerLodBias; + float maxSamplerAnisotropy; + uint32_t maxViewports; + uint32_t maxViewportDimensions[2]; + float viewportBoundsRange[2]; + uint32_t viewportSubPixelBits; + size_t minMemoryMapAlignment; + VkDeviceSize minTexelBufferOffsetAlignment; + VkDeviceSize minUniformBufferOffsetAlignment; + VkDeviceSize minStorageBufferOffsetAlignment; + int32_t minTexelOffset; + uint32_t maxTexelOffset; + int32_t minTexelGatherOffset; + uint32_t maxTexelGatherOffset; + float minInterpolationOffset; + float maxInterpolationOffset; + uint32_t subPixelInterpolationOffsetBits; + uint32_t maxFramebufferWidth; + uint32_t maxFramebufferHeight; + uint32_t maxFramebufferLayers; + VkSampleCountFlags framebufferColorSampleCounts; + VkSampleCountFlags framebufferDepthSampleCounts; + VkSampleCountFlags framebufferStencilSampleCounts; + VkSampleCountFlags framebufferNoAttachmentsSampleCounts; + uint32_t maxColorAttachments; + VkSampleCountFlags sampledImageColorSampleCounts; + VkSampleCountFlags sampledImageIntegerSampleCounts; + VkSampleCountFlags sampledImageDepthSampleCounts; + VkSampleCountFlags sampledImageStencilSampleCounts; + VkSampleCountFlags storageImageSampleCounts; + uint32_t maxSampleMaskWords; + VkBool32 timestampComputeAndGraphics; + float timestampPeriod; + uint32_t maxClipDistances; + uint32_t maxCullDistances; + uint32_t maxCombinedClipAndCullDistances; + uint32_t discreteQueuePriorities; + float pointSizeRange[2]; + float lineWidthRange[2]; + float pointSizeGranularity; + float lineWidthGranularity; + VkBool32 strictLines; + VkBool32 standardSampleLocations; + VkDeviceSize optimalBufferCopyOffsetAlignment; + VkDeviceSize optimalBufferCopyRowPitchAlignment; + VkDeviceSize nonCoherentAtomSize; } VkPhysicalDeviceLimits; +typedef struct VkPhysicalDeviceMemoryProperties { + uint32_t memoryTypeCount; + VkMemoryType memoryTypes[VK_MAX_MEMORY_TYPES]; + uint32_t memoryHeapCount; + VkMemoryHeap memoryHeaps[VK_MAX_MEMORY_HEAPS]; +} VkPhysicalDeviceMemoryProperties; + typedef struct VkPhysicalDeviceSparseProperties { - VkBool32 residencyStandard2DBlockShape; - VkBool32 residencyStandard2DMultisampleBlockShape; - VkBool32 residencyStandard3DBlockShape; - VkBool32 residencyAlignedMipSize; - VkBool32 residencyNonResidentStrict; + VkBool32 residencyStandard2DBlockShape; + VkBool32 residencyStandard2DMultisampleBlockShape; + VkBool32 residencyStandard3DBlockShape; + VkBool32 residencyAlignedMipSize; + VkBool32 residencyNonResidentStrict; } VkPhysicalDeviceSparseProperties; typedef struct VkPhysicalDeviceProperties { - uint32_t apiVersion; - uint32_t driverVersion; - uint32_t vendorID; - uint32_t deviceID; - VkPhysicalDeviceType deviceType; - char deviceName[VK_MAX_PHYSICAL_DEVICE_NAME_SIZE]; - uint8_t pipelineCacheUUID[VK_UUID_SIZE]; - VkPhysicalDeviceLimits limits; - VkPhysicalDeviceSparseProperties sparseProperties; + uint32_t apiVersion; + uint32_t driverVersion; + uint32_t vendorID; + uint32_t deviceID; + VkPhysicalDeviceType deviceType; + char deviceName[VK_MAX_PHYSICAL_DEVICE_NAME_SIZE]; + uint8_t pipelineCacheUUID[VK_UUID_SIZE]; + VkPhysicalDeviceLimits limits; + VkPhysicalDeviceSparseProperties sparseProperties; } VkPhysicalDeviceProperties; typedef struct VkQueueFamilyProperties { - VkQueueFlags queueFlags; - uint32_t queueCount; - uint32_t timestampValidBits; - VkExtent3D minImageTransferGranularity; + VkQueueFlags queueFlags; + uint32_t queueCount; + uint32_t timestampValidBits; + VkExtent3D minImageTransferGranularity; } VkQueueFamilyProperties; -typedef struct VkMemoryType { - VkMemoryPropertyFlags propertyFlags; - uint32_t heapIndex; -} VkMemoryType; - -typedef struct VkMemoryHeap { - VkDeviceSize size; - VkMemoryHeapFlags flags; -} VkMemoryHeap; - -typedef struct VkPhysicalDeviceMemoryProperties { - uint32_t memoryTypeCount; - VkMemoryType memoryTypes[VK_MAX_MEMORY_TYPES]; - uint32_t memoryHeapCount; - VkMemoryHeap memoryHeaps[VK_MAX_MEMORY_HEAPS]; -} VkPhysicalDeviceMemoryProperties; - -typedef void(VKAPI_PTR* PFN_vkVoidFunction)(void); typedef struct VkDeviceQueueCreateInfo { - VkStructureType sType; - const void* pNext; - VkDeviceQueueCreateFlags flags; - uint32_t queueFamilyIndex; - uint32_t queueCount; - const float* pQueuePriorities; + VkStructureType sType; + const void* pNext; + VkDeviceQueueCreateFlags flags; + uint32_t queueFamilyIndex; + uint32_t queueCount; + const float* pQueuePriorities; } VkDeviceQueueCreateInfo; typedef struct VkDeviceCreateInfo { - VkStructureType sType; - const void* pNext; - VkDeviceCreateFlags flags; - uint32_t queueCreateInfoCount; - const VkDeviceQueueCreateInfo* pQueueCreateInfos; - uint32_t enabledLayerCount; - const char* const* ppEnabledLayerNames; - uint32_t enabledExtensionCount; - const char* const* ppEnabledExtensionNames; - const VkPhysicalDeviceFeatures* pEnabledFeatures; + VkStructureType sType; + const void* pNext; + VkDeviceCreateFlags flags; + uint32_t queueCreateInfoCount; + const VkDeviceQueueCreateInfo* pQueueCreateInfos; + uint32_t enabledLayerCount; + const char* const* ppEnabledLayerNames; + uint32_t enabledExtensionCount; + const char* const* ppEnabledExtensionNames; + const VkPhysicalDeviceFeatures* pEnabledFeatures; } VkDeviceCreateInfo; typedef struct VkExtensionProperties { - char extensionName[VK_MAX_EXTENSION_NAME_SIZE]; - uint32_t specVersion; + char extensionName[VK_MAX_EXTENSION_NAME_SIZE]; + uint32_t specVersion; } VkExtensionProperties; typedef struct VkLayerProperties { - char layerName[VK_MAX_EXTENSION_NAME_SIZE]; - uint32_t specVersion; - uint32_t implementationVersion; - char description[VK_MAX_DESCRIPTION_SIZE]; + char layerName[VK_MAX_EXTENSION_NAME_SIZE]; + uint32_t specVersion; + uint32_t implementationVersion; + char description[VK_MAX_DESCRIPTION_SIZE]; } VkLayerProperties; typedef struct VkSubmitInfo { - VkStructureType sType; - const void* pNext; - uint32_t waitSemaphoreCount; - const VkSemaphore* pWaitSemaphores; - const VkPipelineStageFlags* pWaitDstStageMask; - uint32_t commandBufferCount; - const VkCommandBuffer* pCommandBuffers; - uint32_t signalSemaphoreCount; - const VkSemaphore* pSignalSemaphores; + VkStructureType sType; + const void* pNext; + uint32_t waitSemaphoreCount; + const VkSemaphore* pWaitSemaphores; + const VkPipelineStageFlags* pWaitDstStageMask; + uint32_t commandBufferCount; + const VkCommandBuffer* pCommandBuffers; + uint32_t signalSemaphoreCount; + const VkSemaphore* pSignalSemaphores; } VkSubmitInfo; -typedef struct VkMemoryAllocateInfo { - VkStructureType sType; - const void* pNext; - VkDeviceSize allocationSize; - uint32_t memoryTypeIndex; -} VkMemoryAllocateInfo; - typedef struct VkMappedMemoryRange { - VkStructureType sType; - const void* pNext; - VkDeviceMemory memory; - VkDeviceSize offset; - VkDeviceSize size; + VkStructureType sType; + const void* pNext; + VkDeviceMemory memory; + VkDeviceSize offset; + VkDeviceSize size; } VkMappedMemoryRange; +typedef struct VkMemoryAllocateInfo { + VkStructureType sType; + const void* pNext; + VkDeviceSize allocationSize; + uint32_t memoryTypeIndex; +} VkMemoryAllocateInfo; + typedef struct VkMemoryRequirements { - VkDeviceSize size; - VkDeviceSize alignment; - uint32_t memoryTypeBits; + VkDeviceSize size; + VkDeviceSize alignment; + uint32_t memoryTypeBits; } VkMemoryRequirements; -typedef struct VkSparseImageFormatProperties { - VkImageAspectFlags aspectMask; - VkExtent3D imageGranularity; - VkSparseImageFormatFlags flags; -} VkSparseImageFormatProperties; - -typedef struct VkSparseImageMemoryRequirements { - VkSparseImageFormatProperties formatProperties; - uint32_t imageMipTailFirstLod; - VkDeviceSize imageMipTailSize; - VkDeviceSize imageMipTailOffset; - VkDeviceSize imageMipTailStride; -} VkSparseImageMemoryRequirements; - typedef struct VkSparseMemoryBind { - VkDeviceSize resourceOffset; - VkDeviceSize size; - VkDeviceMemory memory; - VkDeviceSize memoryOffset; - VkSparseMemoryBindFlags flags; + VkDeviceSize resourceOffset; + VkDeviceSize size; + VkDeviceMemory memory; + VkDeviceSize memoryOffset; + VkSparseMemoryBindFlags flags; } VkSparseMemoryBind; typedef struct VkSparseBufferMemoryBindInfo { - VkBuffer buffer; - uint32_t bindCount; - const VkSparseMemoryBind* pBinds; + VkBuffer buffer; + uint32_t bindCount; + const VkSparseMemoryBind* pBinds; } VkSparseBufferMemoryBindInfo; typedef struct VkSparseImageOpaqueMemoryBindInfo { - VkImage image; - uint32_t bindCount; - const VkSparseMemoryBind* pBinds; + VkImage image; + uint32_t bindCount; + const VkSparseMemoryBind* pBinds; } VkSparseImageOpaqueMemoryBindInfo; typedef struct VkImageSubresource { - VkImageAspectFlags aspectMask; - uint32_t mipLevel; - uint32_t arrayLayer; + VkImageAspectFlags aspectMask; + uint32_t mipLevel; + uint32_t arrayLayer; } VkImageSubresource; -typedef struct VkOffset3D { - int32_t x; - int32_t y; - int32_t z; -} VkOffset3D; - typedef struct VkSparseImageMemoryBind { - VkImageSubresource subresource; - VkOffset3D offset; - VkExtent3D extent; - VkDeviceMemory memory; - VkDeviceSize memoryOffset; - VkSparseMemoryBindFlags flags; + VkImageSubresource subresource; + VkOffset3D offset; + VkExtent3D extent; + VkDeviceMemory memory; + VkDeviceSize memoryOffset; + VkSparseMemoryBindFlags flags; } VkSparseImageMemoryBind; typedef struct VkSparseImageMemoryBindInfo { - VkImage image; - uint32_t bindCount; - const VkSparseImageMemoryBind* pBinds; + VkImage image; + uint32_t bindCount; + const VkSparseImageMemoryBind* pBinds; } VkSparseImageMemoryBindInfo; typedef struct VkBindSparseInfo { - VkStructureType sType; - const void* pNext; - uint32_t waitSemaphoreCount; - const VkSemaphore* pWaitSemaphores; - uint32_t bufferBindCount; - const VkSparseBufferMemoryBindInfo* pBufferBinds; - uint32_t imageOpaqueBindCount; - const VkSparseImageOpaqueMemoryBindInfo* pImageOpaqueBinds; - uint32_t imageBindCount; - const VkSparseImageMemoryBindInfo* pImageBinds; - uint32_t signalSemaphoreCount; - const VkSemaphore* pSignalSemaphores; + VkStructureType sType; + const void* pNext; + uint32_t waitSemaphoreCount; + const VkSemaphore* pWaitSemaphores; + uint32_t bufferBindCount; + const VkSparseBufferMemoryBindInfo* pBufferBinds; + uint32_t imageOpaqueBindCount; + const VkSparseImageOpaqueMemoryBindInfo* pImageOpaqueBinds; + uint32_t imageBindCount; + const VkSparseImageMemoryBindInfo* pImageBinds; + uint32_t signalSemaphoreCount; + const VkSemaphore* pSignalSemaphores; } VkBindSparseInfo; +typedef struct VkSparseImageFormatProperties { + VkImageAspectFlags aspectMask; + VkExtent3D imageGranularity; + VkSparseImageFormatFlags flags; +} VkSparseImageFormatProperties; + +typedef struct VkSparseImageMemoryRequirements { + VkSparseImageFormatProperties formatProperties; + uint32_t imageMipTailFirstLod; + VkDeviceSize imageMipTailSize; + VkDeviceSize imageMipTailOffset; + VkDeviceSize imageMipTailStride; +} VkSparseImageMemoryRequirements; + typedef struct VkFenceCreateInfo { - VkStructureType sType; - const void* pNext; - VkFenceCreateFlags flags; + VkStructureType sType; + const void* pNext; + VkFenceCreateFlags flags; } VkFenceCreateInfo; typedef struct VkSemaphoreCreateInfo { - VkStructureType sType; - const void* pNext; - VkSemaphoreCreateFlags flags; + VkStructureType sType; + const void* pNext; + VkSemaphoreCreateFlags flags; } VkSemaphoreCreateInfo; typedef struct VkEventCreateInfo { - VkStructureType sType; - const void* pNext; - VkEventCreateFlags flags; + VkStructureType sType; + const void* pNext; + VkEventCreateFlags flags; } VkEventCreateInfo; typedef struct VkQueryPoolCreateInfo { - VkStructureType sType; - const void* pNext; - VkQueryPoolCreateFlags flags; - VkQueryType queryType; - uint32_t queryCount; - VkQueryPipelineStatisticFlags pipelineStatistics; + VkStructureType sType; + const void* pNext; + VkQueryPoolCreateFlags flags; + VkQueryType queryType; + uint32_t queryCount; + VkQueryPipelineStatisticFlags pipelineStatistics; } VkQueryPoolCreateInfo; typedef struct VkBufferCreateInfo { - VkStructureType sType; - const void* pNext; - VkBufferCreateFlags flags; - VkDeviceSize size; - VkBufferUsageFlags usage; - VkSharingMode sharingMode; - uint32_t queueFamilyIndexCount; - const uint32_t* pQueueFamilyIndices; + VkStructureType sType; + const void* pNext; + VkBufferCreateFlags flags; + VkDeviceSize size; + VkBufferUsageFlags usage; + VkSharingMode sharingMode; + uint32_t queueFamilyIndexCount; + const uint32_t* pQueueFamilyIndices; } VkBufferCreateInfo; typedef struct VkBufferViewCreateInfo { - VkStructureType sType; - const void* pNext; - VkBufferViewCreateFlags flags; - VkBuffer buffer; - VkFormat format; - VkDeviceSize offset; - VkDeviceSize range; + VkStructureType sType; + const void* pNext; + VkBufferViewCreateFlags flags; + VkBuffer buffer; + VkFormat format; + VkDeviceSize offset; + VkDeviceSize range; } VkBufferViewCreateInfo; typedef struct VkImageCreateInfo { - VkStructureType sType; - const void* pNext; - VkImageCreateFlags flags; - VkImageType imageType; - VkFormat format; - VkExtent3D extent; - uint32_t mipLevels; - uint32_t arrayLayers; - VkSampleCountFlagBits samples; - VkImageTiling tiling; - VkImageUsageFlags usage; - VkSharingMode sharingMode; - uint32_t queueFamilyIndexCount; - const uint32_t* pQueueFamilyIndices; - VkImageLayout initialLayout; + VkStructureType sType; + const void* pNext; + VkImageCreateFlags flags; + VkImageType imageType; + VkFormat format; + VkExtent3D extent; + uint32_t mipLevels; + uint32_t arrayLayers; + VkSampleCountFlagBits samples; + VkImageTiling tiling; + VkImageUsageFlags usage; + VkSharingMode sharingMode; + uint32_t queueFamilyIndexCount; + const uint32_t* pQueueFamilyIndices; + VkImageLayout initialLayout; } VkImageCreateInfo; typedef struct VkSubresourceLayout { - VkDeviceSize offset; - VkDeviceSize size; - VkDeviceSize rowPitch; - VkDeviceSize arrayPitch; - VkDeviceSize depthPitch; + VkDeviceSize offset; + VkDeviceSize size; + VkDeviceSize rowPitch; + VkDeviceSize arrayPitch; + VkDeviceSize depthPitch; } VkSubresourceLayout; typedef struct VkComponentMapping { - VkComponentSwizzle r; - VkComponentSwizzle g; - VkComponentSwizzle b; - VkComponentSwizzle a; + VkComponentSwizzle r; + VkComponentSwizzle g; + VkComponentSwizzle b; + VkComponentSwizzle a; } VkComponentMapping; -typedef struct VkImageSubresourceRange { - VkImageAspectFlags aspectMask; - uint32_t baseMipLevel; - uint32_t levelCount; - uint32_t baseArrayLayer; - uint32_t layerCount; -} VkImageSubresourceRange; - typedef struct VkImageViewCreateInfo { - VkStructureType sType; - const void* pNext; - VkImageViewCreateFlags flags; - VkImage image; - VkImageViewType viewType; - VkFormat format; - VkComponentMapping components; - VkImageSubresourceRange subresourceRange; + VkStructureType sType; + const void* pNext; + VkImageViewCreateFlags flags; + VkImage image; + VkImageViewType viewType; + VkFormat format; + VkComponentMapping components; + VkImageSubresourceRange subresourceRange; } VkImageViewCreateInfo; typedef struct VkShaderModuleCreateInfo { - VkStructureType sType; - const void* pNext; - VkShaderModuleCreateFlags flags; - size_t codeSize; - const uint32_t* pCode; + VkStructureType sType; + const void* pNext; + VkShaderModuleCreateFlags flags; + size_t codeSize; + const uint32_t* pCode; } VkShaderModuleCreateInfo; typedef struct VkPipelineCacheCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineCacheCreateFlags flags; - size_t initialDataSize; - const void* pInitialData; + VkStructureType sType; + const void* pNext; + VkPipelineCacheCreateFlags flags; + size_t initialDataSize; + const void* pInitialData; } VkPipelineCacheCreateInfo; typedef struct VkSpecializationMapEntry { - uint32_t constantID; - uint32_t offset; - size_t size; + uint32_t constantID; + uint32_t offset; + size_t size; } VkSpecializationMapEntry; typedef struct VkSpecializationInfo { - uint32_t mapEntryCount; - const VkSpecializationMapEntry* pMapEntries; - size_t dataSize; - const void* pData; + uint32_t mapEntryCount; + const VkSpecializationMapEntry* pMapEntries; + size_t dataSize; + const void* pData; } VkSpecializationInfo; typedef struct VkPipelineShaderStageCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineShaderStageCreateFlags flags; - VkShaderStageFlagBits stage; - VkShaderModule module; - const char* pName; - const VkSpecializationInfo* pSpecializationInfo; + VkStructureType sType; + const void* pNext; + VkPipelineShaderStageCreateFlags flags; + VkShaderStageFlagBits stage; + VkShaderModule module; + const char* pName; + const VkSpecializationInfo* pSpecializationInfo; } VkPipelineShaderStageCreateInfo; +typedef struct VkComputePipelineCreateInfo { + VkStructureType sType; + const void* pNext; + VkPipelineCreateFlags flags; + VkPipelineShaderStageCreateInfo stage; + VkPipelineLayout layout; + VkPipeline basePipelineHandle; + int32_t basePipelineIndex; +} VkComputePipelineCreateInfo; + typedef struct VkVertexInputBindingDescription { - uint32_t binding; - uint32_t stride; - VkVertexInputRate inputRate; + uint32_t binding; + uint32_t stride; + VkVertexInputRate inputRate; } VkVertexInputBindingDescription; typedef struct VkVertexInputAttributeDescription { - uint32_t location; - uint32_t binding; - VkFormat format; - uint32_t offset; + uint32_t location; + uint32_t binding; + VkFormat format; + uint32_t offset; } VkVertexInputAttributeDescription; typedef struct VkPipelineVertexInputStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineVertexInputStateCreateFlags flags; - uint32_t vertexBindingDescriptionCount; - const VkVertexInputBindingDescription* pVertexBindingDescriptions; - uint32_t vertexAttributeDescriptionCount; - const VkVertexInputAttributeDescription* pVertexAttributeDescriptions; + VkStructureType sType; + const void* pNext; + VkPipelineVertexInputStateCreateFlags flags; + uint32_t vertexBindingDescriptionCount; + const VkVertexInputBindingDescription* pVertexBindingDescriptions; + uint32_t vertexAttributeDescriptionCount; + const VkVertexInputAttributeDescription* pVertexAttributeDescriptions; } VkPipelineVertexInputStateCreateInfo; typedef struct VkPipelineInputAssemblyStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineInputAssemblyStateCreateFlags flags; - VkPrimitiveTopology topology; - VkBool32 primitiveRestartEnable; + VkStructureType sType; + const void* pNext; + VkPipelineInputAssemblyStateCreateFlags flags; + VkPrimitiveTopology topology; + VkBool32 primitiveRestartEnable; } VkPipelineInputAssemblyStateCreateInfo; typedef struct VkPipelineTessellationStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineTessellationStateCreateFlags flags; - uint32_t patchControlPoints; + VkStructureType sType; + const void* pNext; + VkPipelineTessellationStateCreateFlags flags; + uint32_t patchControlPoints; } VkPipelineTessellationStateCreateInfo; typedef struct VkViewport { - float x; - float y; - float width; - float height; - float minDepth; - float maxDepth; + float x; + float y; + float width; + float height; + float minDepth; + float maxDepth; } VkViewport; -typedef struct VkOffset2D { - int32_t x; - int32_t y; -} VkOffset2D; - -typedef struct VkExtent2D { - uint32_t width; - uint32_t height; -} VkExtent2D; - -typedef struct VkRect2D { - VkOffset2D offset; - VkExtent2D extent; -} VkRect2D; - typedef struct VkPipelineViewportStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineViewportStateCreateFlags flags; - uint32_t viewportCount; - const VkViewport* pViewports; - uint32_t scissorCount; - const VkRect2D* pScissors; + VkStructureType sType; + const void* pNext; + VkPipelineViewportStateCreateFlags flags; + uint32_t viewportCount; + const VkViewport* pViewports; + uint32_t scissorCount; + const VkRect2D* pScissors; } VkPipelineViewportStateCreateInfo; typedef struct VkPipelineRasterizationStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineRasterizationStateCreateFlags flags; - VkBool32 depthClampEnable; - VkBool32 rasterizerDiscardEnable; - VkPolygonMode polygonMode; - VkCullModeFlags cullMode; - VkFrontFace frontFace; - VkBool32 depthBiasEnable; - float depthBiasConstantFactor; - float depthBiasClamp; - float depthBiasSlopeFactor; - float lineWidth; + VkStructureType sType; + const void* pNext; + VkPipelineRasterizationStateCreateFlags flags; + VkBool32 depthClampEnable; + VkBool32 rasterizerDiscardEnable; + VkPolygonMode polygonMode; + VkCullModeFlags cullMode; + VkFrontFace frontFace; + VkBool32 depthBiasEnable; + float depthBiasConstantFactor; + float depthBiasClamp; + float depthBiasSlopeFactor; + float lineWidth; } VkPipelineRasterizationStateCreateInfo; typedef struct VkPipelineMultisampleStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineMultisampleStateCreateFlags flags; - VkSampleCountFlagBits rasterizationSamples; - VkBool32 sampleShadingEnable; - float minSampleShading; - const VkSampleMask* pSampleMask; - VkBool32 alphaToCoverageEnable; - VkBool32 alphaToOneEnable; + VkStructureType sType; + const void* pNext; + VkPipelineMultisampleStateCreateFlags flags; + VkSampleCountFlagBits rasterizationSamples; + VkBool32 sampleShadingEnable; + float minSampleShading; + const VkSampleMask* pSampleMask; + VkBool32 alphaToCoverageEnable; + VkBool32 alphaToOneEnable; } VkPipelineMultisampleStateCreateInfo; typedef struct VkStencilOpState { - VkStencilOp failOp; - VkStencilOp passOp; - VkStencilOp depthFailOp; - VkCompareOp compareOp; - uint32_t compareMask; - uint32_t writeMask; - uint32_t reference; + VkStencilOp failOp; + VkStencilOp passOp; + VkStencilOp depthFailOp; + VkCompareOp compareOp; + uint32_t compareMask; + uint32_t writeMask; + uint32_t reference; } VkStencilOpState; typedef struct VkPipelineDepthStencilStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineDepthStencilStateCreateFlags flags; - VkBool32 depthTestEnable; - VkBool32 depthWriteEnable; - VkCompareOp depthCompareOp; - VkBool32 depthBoundsTestEnable; - VkBool32 stencilTestEnable; - VkStencilOpState front; - VkStencilOpState back; - float minDepthBounds; - float maxDepthBounds; + VkStructureType sType; + const void* pNext; + VkPipelineDepthStencilStateCreateFlags flags; + VkBool32 depthTestEnable; + VkBool32 depthWriteEnable; + VkCompareOp depthCompareOp; + VkBool32 depthBoundsTestEnable; + VkBool32 stencilTestEnable; + VkStencilOpState front; + VkStencilOpState back; + float minDepthBounds; + float maxDepthBounds; } VkPipelineDepthStencilStateCreateInfo; typedef struct VkPipelineColorBlendAttachmentState { - VkBool32 blendEnable; - VkBlendFactor srcColorBlendFactor; - VkBlendFactor dstColorBlendFactor; - VkBlendOp colorBlendOp; - VkBlendFactor srcAlphaBlendFactor; - VkBlendFactor dstAlphaBlendFactor; - VkBlendOp alphaBlendOp; - VkColorComponentFlags colorWriteMask; + VkBool32 blendEnable; + VkBlendFactor srcColorBlendFactor; + VkBlendFactor dstColorBlendFactor; + VkBlendOp colorBlendOp; + VkBlendFactor srcAlphaBlendFactor; + VkBlendFactor dstAlphaBlendFactor; + VkBlendOp alphaBlendOp; + VkColorComponentFlags colorWriteMask; } VkPipelineColorBlendAttachmentState; typedef struct VkPipelineColorBlendStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineColorBlendStateCreateFlags flags; - VkBool32 logicOpEnable; - VkLogicOp logicOp; - uint32_t attachmentCount; - const VkPipelineColorBlendAttachmentState* pAttachments; - float blendConstants[4]; + VkStructureType sType; + const void* pNext; + VkPipelineColorBlendStateCreateFlags flags; + VkBool32 logicOpEnable; + VkLogicOp logicOp; + uint32_t attachmentCount; + const VkPipelineColorBlendAttachmentState* pAttachments; + float blendConstants[4]; } VkPipelineColorBlendStateCreateInfo; typedef struct VkPipelineDynamicStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineDynamicStateCreateFlags flags; - uint32_t dynamicStateCount; - const VkDynamicState* pDynamicStates; + VkStructureType sType; + const void* pNext; + VkPipelineDynamicStateCreateFlags flags; + uint32_t dynamicStateCount; + const VkDynamicState* pDynamicStates; } VkPipelineDynamicStateCreateInfo; typedef struct VkGraphicsPipelineCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineCreateFlags flags; - uint32_t stageCount; - const VkPipelineShaderStageCreateInfo* pStages; - const VkPipelineVertexInputStateCreateInfo* pVertexInputState; - const VkPipelineInputAssemblyStateCreateInfo* pInputAssemblyState; - const VkPipelineTessellationStateCreateInfo* pTessellationState; - const VkPipelineViewportStateCreateInfo* pViewportState; - const VkPipelineRasterizationStateCreateInfo* pRasterizationState; - const VkPipelineMultisampleStateCreateInfo* pMultisampleState; - const VkPipelineDepthStencilStateCreateInfo* pDepthStencilState; - const VkPipelineColorBlendStateCreateInfo* pColorBlendState; - const VkPipelineDynamicStateCreateInfo* pDynamicState; - VkPipelineLayout layout; - VkRenderPass renderPass; - uint32_t subpass; - VkPipeline basePipelineHandle; - int32_t basePipelineIndex; + VkStructureType sType; + const void* pNext; + VkPipelineCreateFlags flags; + uint32_t stageCount; + const VkPipelineShaderStageCreateInfo* pStages; + const VkPipelineVertexInputStateCreateInfo* pVertexInputState; + const VkPipelineInputAssemblyStateCreateInfo* pInputAssemblyState; + const VkPipelineTessellationStateCreateInfo* pTessellationState; + const VkPipelineViewportStateCreateInfo* pViewportState; + const VkPipelineRasterizationStateCreateInfo* pRasterizationState; + const VkPipelineMultisampleStateCreateInfo* pMultisampleState; + const VkPipelineDepthStencilStateCreateInfo* pDepthStencilState; + const VkPipelineColorBlendStateCreateInfo* pColorBlendState; + const VkPipelineDynamicStateCreateInfo* pDynamicState; + VkPipelineLayout layout; + VkRenderPass renderPass; + uint32_t subpass; + VkPipeline basePipelineHandle; + int32_t basePipelineIndex; } VkGraphicsPipelineCreateInfo; -typedef struct VkComputePipelineCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineCreateFlags flags; - VkPipelineShaderStageCreateInfo stage; - VkPipelineLayout layout; - VkPipeline basePipelineHandle; - int32_t basePipelineIndex; -} VkComputePipelineCreateInfo; - typedef struct VkPushConstantRange { - VkShaderStageFlags stageFlags; - uint32_t offset; - uint32_t size; + VkShaderStageFlags stageFlags; + uint32_t offset; + uint32_t size; } VkPushConstantRange; typedef struct VkPipelineLayoutCreateInfo { - VkStructureType sType; - const void* pNext; - VkPipelineLayoutCreateFlags flags; - uint32_t setLayoutCount; - const VkDescriptorSetLayout* pSetLayouts; - uint32_t pushConstantRangeCount; - const VkPushConstantRange* pPushConstantRanges; + VkStructureType sType; + const void* pNext; + VkPipelineLayoutCreateFlags flags; + uint32_t setLayoutCount; + const VkDescriptorSetLayout* pSetLayouts; + uint32_t pushConstantRangeCount; + const VkPushConstantRange* pPushConstantRanges; } VkPipelineLayoutCreateInfo; typedef struct VkSamplerCreateInfo { - VkStructureType sType; - const void* pNext; - VkSamplerCreateFlags flags; - VkFilter magFilter; - VkFilter minFilter; - VkSamplerMipmapMode mipmapMode; - VkSamplerAddressMode addressModeU; - VkSamplerAddressMode addressModeV; - VkSamplerAddressMode addressModeW; - float mipLodBias; - VkBool32 anisotropyEnable; - float maxAnisotropy; - VkBool32 compareEnable; - VkCompareOp compareOp; - float minLod; - float maxLod; - VkBorderColor borderColor; - VkBool32 unnormalizedCoordinates; + VkStructureType sType; + const void* pNext; + VkSamplerCreateFlags flags; + VkFilter magFilter; + VkFilter minFilter; + VkSamplerMipmapMode mipmapMode; + VkSamplerAddressMode addressModeU; + VkSamplerAddressMode addressModeV; + VkSamplerAddressMode addressModeW; + float mipLodBias; + VkBool32 anisotropyEnable; + float maxAnisotropy; + VkBool32 compareEnable; + VkCompareOp compareOp; + float minLod; + float maxLod; + VkBorderColor borderColor; + VkBool32 unnormalizedCoordinates; } VkSamplerCreateInfo; -typedef struct VkDescriptorSetLayoutBinding { - uint32_t binding; - VkDescriptorType descriptorType; - uint32_t descriptorCount; - VkShaderStageFlags stageFlags; - const VkSampler* pImmutableSamplers; -} VkDescriptorSetLayoutBinding; +typedef struct VkCopyDescriptorSet { + VkStructureType sType; + const void* pNext; + VkDescriptorSet srcSet; + uint32_t srcBinding; + uint32_t srcArrayElement; + VkDescriptorSet dstSet; + uint32_t dstBinding; + uint32_t dstArrayElement; + uint32_t descriptorCount; +} VkCopyDescriptorSet; -typedef struct VkDescriptorSetLayoutCreateInfo { - VkStructureType sType; - const void* pNext; - VkDescriptorSetLayoutCreateFlags flags; - uint32_t bindingCount; - const VkDescriptorSetLayoutBinding* pBindings; -} VkDescriptorSetLayoutCreateInfo; +typedef struct VkDescriptorBufferInfo { + VkBuffer buffer; + VkDeviceSize offset; + VkDeviceSize range; +} VkDescriptorBufferInfo; + +typedef struct VkDescriptorImageInfo { + VkSampler sampler; + VkImageView imageView; + VkImageLayout imageLayout; +} VkDescriptorImageInfo; typedef struct VkDescriptorPoolSize { - VkDescriptorType type; - uint32_t descriptorCount; + VkDescriptorType type; + uint32_t descriptorCount; } VkDescriptorPoolSize; typedef struct VkDescriptorPoolCreateInfo { - VkStructureType sType; - const void* pNext; - VkDescriptorPoolCreateFlags flags; - uint32_t maxSets; - uint32_t poolSizeCount; - const VkDescriptorPoolSize* pPoolSizes; + VkStructureType sType; + const void* pNext; + VkDescriptorPoolCreateFlags flags; + uint32_t maxSets; + uint32_t poolSizeCount; + const VkDescriptorPoolSize* pPoolSizes; } VkDescriptorPoolCreateInfo; typedef struct VkDescriptorSetAllocateInfo { - VkStructureType sType; - const void* pNext; - VkDescriptorPool descriptorPool; - uint32_t descriptorSetCount; - const VkDescriptorSetLayout* pSetLayouts; + VkStructureType sType; + const void* pNext; + VkDescriptorPool descriptorPool; + uint32_t descriptorSetCount; + const VkDescriptorSetLayout* pSetLayouts; } VkDescriptorSetAllocateInfo; -typedef struct VkDescriptorImageInfo { - VkSampler sampler; - VkImageView imageView; - VkImageLayout imageLayout; -} VkDescriptorImageInfo; +typedef struct VkDescriptorSetLayoutBinding { + uint32_t binding; + VkDescriptorType descriptorType; + uint32_t descriptorCount; + VkShaderStageFlags stageFlags; + const VkSampler* pImmutableSamplers; +} VkDescriptorSetLayoutBinding; -typedef struct VkDescriptorBufferInfo { - VkBuffer buffer; - VkDeviceSize offset; - VkDeviceSize range; -} VkDescriptorBufferInfo; +typedef struct VkDescriptorSetLayoutCreateInfo { + VkStructureType sType; + const void* pNext; + VkDescriptorSetLayoutCreateFlags flags; + uint32_t bindingCount; + const VkDescriptorSetLayoutBinding* pBindings; +} VkDescriptorSetLayoutCreateInfo; typedef struct VkWriteDescriptorSet { - VkStructureType sType; - const void* pNext; - VkDescriptorSet dstSet; - uint32_t dstBinding; - uint32_t dstArrayElement; - uint32_t descriptorCount; - VkDescriptorType descriptorType; - const VkDescriptorImageInfo* pImageInfo; - const VkDescriptorBufferInfo* pBufferInfo; - const VkBufferView* pTexelBufferView; + VkStructureType sType; + const void* pNext; + VkDescriptorSet dstSet; + uint32_t dstBinding; + uint32_t dstArrayElement; + uint32_t descriptorCount; + VkDescriptorType descriptorType; + const VkDescriptorImageInfo* pImageInfo; + const VkDescriptorBufferInfo* pBufferInfo; + const VkBufferView* pTexelBufferView; } VkWriteDescriptorSet; -typedef struct VkCopyDescriptorSet { - VkStructureType sType; - const void* pNext; - VkDescriptorSet srcSet; - uint32_t srcBinding; - uint32_t srcArrayElement; - VkDescriptorSet dstSet; - uint32_t dstBinding; - uint32_t dstArrayElement; - uint32_t descriptorCount; -} VkCopyDescriptorSet; - -typedef struct VkFramebufferCreateInfo { - VkStructureType sType; - const void* pNext; - VkFramebufferCreateFlags flags; - VkRenderPass renderPass; - uint32_t attachmentCount; - const VkImageView* pAttachments; - uint32_t width; - uint32_t height; - uint32_t layers; -} VkFramebufferCreateInfo; - typedef struct VkAttachmentDescription { - VkAttachmentDescriptionFlags flags; - VkFormat format; - VkSampleCountFlagBits samples; - VkAttachmentLoadOp loadOp; - VkAttachmentStoreOp storeOp; - VkAttachmentLoadOp stencilLoadOp; - VkAttachmentStoreOp stencilStoreOp; - VkImageLayout initialLayout; - VkImageLayout finalLayout; + VkAttachmentDescriptionFlags flags; + VkFormat format; + VkSampleCountFlagBits samples; + VkAttachmentLoadOp loadOp; + VkAttachmentStoreOp storeOp; + VkAttachmentLoadOp stencilLoadOp; + VkAttachmentStoreOp stencilStoreOp; + VkImageLayout initialLayout; + VkImageLayout finalLayout; } VkAttachmentDescription; typedef struct VkAttachmentReference { - uint32_t attachment; - VkImageLayout layout; + uint32_t attachment; + VkImageLayout layout; } VkAttachmentReference; +typedef struct VkFramebufferCreateInfo { + VkStructureType sType; + const void* pNext; + VkFramebufferCreateFlags flags; + VkRenderPass renderPass; + uint32_t attachmentCount; + const VkImageView* pAttachments; + uint32_t width; + uint32_t height; + uint32_t layers; +} VkFramebufferCreateInfo; + typedef struct VkSubpassDescription { - VkSubpassDescriptionFlags flags; - VkPipelineBindPoint pipelineBindPoint; - uint32_t inputAttachmentCount; - const VkAttachmentReference* pInputAttachments; - uint32_t colorAttachmentCount; - const VkAttachmentReference* pColorAttachments; - const VkAttachmentReference* pResolveAttachments; - const VkAttachmentReference* pDepthStencilAttachment; - uint32_t preserveAttachmentCount; - const uint32_t* pPreserveAttachments; + VkSubpassDescriptionFlags flags; + VkPipelineBindPoint pipelineBindPoint; + uint32_t inputAttachmentCount; + const VkAttachmentReference* pInputAttachments; + uint32_t colorAttachmentCount; + const VkAttachmentReference* pColorAttachments; + const VkAttachmentReference* pResolveAttachments; + const VkAttachmentReference* pDepthStencilAttachment; + uint32_t preserveAttachmentCount; + const uint32_t* pPreserveAttachments; } VkSubpassDescription; typedef struct VkSubpassDependency { - uint32_t srcSubpass; - uint32_t dstSubpass; - VkPipelineStageFlags srcStageMask; - VkPipelineStageFlags dstStageMask; - VkAccessFlags srcAccessMask; - VkAccessFlags dstAccessMask; - VkDependencyFlags dependencyFlags; + uint32_t srcSubpass; + uint32_t dstSubpass; + VkPipelineStageFlags srcStageMask; + VkPipelineStageFlags dstStageMask; + VkAccessFlags srcAccessMask; + VkAccessFlags dstAccessMask; + VkDependencyFlags dependencyFlags; } VkSubpassDependency; typedef struct VkRenderPassCreateInfo { - VkStructureType sType; - const void* pNext; - VkRenderPassCreateFlags flags; - uint32_t attachmentCount; - const VkAttachmentDescription* pAttachments; - uint32_t subpassCount; - const VkSubpassDescription* pSubpasses; - uint32_t dependencyCount; - const VkSubpassDependency* pDependencies; + VkStructureType sType; + const void* pNext; + VkRenderPassCreateFlags flags; + uint32_t attachmentCount; + const VkAttachmentDescription* pAttachments; + uint32_t subpassCount; + const VkSubpassDescription* pSubpasses; + uint32_t dependencyCount; + const VkSubpassDependency* pDependencies; } VkRenderPassCreateInfo; typedef struct VkCommandPoolCreateInfo { - VkStructureType sType; - const void* pNext; - VkCommandPoolCreateFlags flags; - uint32_t queueFamilyIndex; + VkStructureType sType; + const void* pNext; + VkCommandPoolCreateFlags flags; + uint32_t queueFamilyIndex; } VkCommandPoolCreateInfo; typedef struct VkCommandBufferAllocateInfo { - VkStructureType sType; - const void* pNext; - VkCommandPool commandPool; - VkCommandBufferLevel level; - uint32_t commandBufferCount; + VkStructureType sType; + const void* pNext; + VkCommandPool commandPool; + VkCommandBufferLevel level; + uint32_t commandBufferCount; } VkCommandBufferAllocateInfo; typedef struct VkCommandBufferInheritanceInfo { - VkStructureType sType; - const void* pNext; - VkRenderPass renderPass; - uint32_t subpass; - VkFramebuffer framebuffer; - VkBool32 occlusionQueryEnable; - VkQueryControlFlags queryFlags; - VkQueryPipelineStatisticFlags pipelineStatistics; + VkStructureType sType; + const void* pNext; + VkRenderPass renderPass; + uint32_t subpass; + VkFramebuffer framebuffer; + VkBool32 occlusionQueryEnable; + VkQueryControlFlags queryFlags; + VkQueryPipelineStatisticFlags pipelineStatistics; } VkCommandBufferInheritanceInfo; typedef struct VkCommandBufferBeginInfo { - VkStructureType sType; - const void* pNext; - VkCommandBufferUsageFlags flags; - const VkCommandBufferInheritanceInfo* pInheritanceInfo; + VkStructureType sType; + const void* pNext; + VkCommandBufferUsageFlags flags; + const VkCommandBufferInheritanceInfo* pInheritanceInfo; } VkCommandBufferBeginInfo; typedef struct VkBufferCopy { - VkDeviceSize srcOffset; - VkDeviceSize dstOffset; - VkDeviceSize size; + VkDeviceSize srcOffset; + VkDeviceSize dstOffset; + VkDeviceSize size; } VkBufferCopy; typedef struct VkImageSubresourceLayers { - VkImageAspectFlags aspectMask; - uint32_t mipLevel; - uint32_t baseArrayLayer; - uint32_t layerCount; + VkImageAspectFlags aspectMask; + uint32_t mipLevel; + uint32_t baseArrayLayer; + uint32_t layerCount; } VkImageSubresourceLayers; -typedef struct VkImageCopy { - VkImageSubresourceLayers srcSubresource; - VkOffset3D srcOffset; - VkImageSubresourceLayers dstSubresource; - VkOffset3D dstOffset; - VkExtent3D extent; -} VkImageCopy; - -typedef struct VkImageBlit { - VkImageSubresourceLayers srcSubresource; - VkOffset3D srcOffsets[2]; - VkImageSubresourceLayers dstSubresource; - VkOffset3D dstOffsets[2]; -} VkImageBlit; - typedef struct VkBufferImageCopy { - VkDeviceSize bufferOffset; - uint32_t bufferRowLength; - uint32_t bufferImageHeight; - VkImageSubresourceLayers imageSubresource; - VkOffset3D imageOffset; - VkExtent3D imageExtent; + VkDeviceSize bufferOffset; + uint32_t bufferRowLength; + uint32_t bufferImageHeight; + VkImageSubresourceLayers imageSubresource; + VkOffset3D imageOffset; + VkExtent3D imageExtent; } VkBufferImageCopy; typedef union VkClearColorValue { - float float32[4]; - int32_t int32[4]; - uint32_t uint32[4]; + float float32[4]; + int32_t int32[4]; + uint32_t uint32[4]; } VkClearColorValue; typedef struct VkClearDepthStencilValue { - float depth; - uint32_t stencil; + float depth; + uint32_t stencil; } VkClearDepthStencilValue; typedef union VkClearValue { - VkClearColorValue color; - VkClearDepthStencilValue depthStencil; + VkClearColorValue color; + VkClearDepthStencilValue depthStencil; } VkClearValue; typedef struct VkClearAttachment { - VkImageAspectFlags aspectMask; - uint32_t colorAttachment; - VkClearValue clearValue; + VkImageAspectFlags aspectMask; + uint32_t colorAttachment; + VkClearValue clearValue; } VkClearAttachment; typedef struct VkClearRect { - VkRect2D rect; - uint32_t baseArrayLayer; - uint32_t layerCount; + VkRect2D rect; + uint32_t baseArrayLayer; + uint32_t layerCount; } VkClearRect; -typedef struct VkImageResolve { - VkImageSubresourceLayers srcSubresource; - VkOffset3D srcOffset; - VkImageSubresourceLayers dstSubresource; - VkOffset3D dstOffset; - VkExtent3D extent; -} VkImageResolve; - -typedef struct VkMemoryBarrier { - VkStructureType sType; - const void* pNext; - VkAccessFlags srcAccessMask; - VkAccessFlags dstAccessMask; -} VkMemoryBarrier; +typedef struct VkImageBlit { + VkImageSubresourceLayers srcSubresource; + VkOffset3D srcOffsets[2]; + VkImageSubresourceLayers dstSubresource; + VkOffset3D dstOffsets[2]; +} VkImageBlit; -typedef struct VkBufferMemoryBarrier { - VkStructureType sType; - const void* pNext; - VkAccessFlags srcAccessMask; - VkAccessFlags dstAccessMask; - uint32_t srcQueueFamilyIndex; - uint32_t dstQueueFamilyIndex; - VkBuffer buffer; - VkDeviceSize offset; - VkDeviceSize size; -} VkBufferMemoryBarrier; +typedef struct VkImageCopy { + VkImageSubresourceLayers srcSubresource; + VkOffset3D srcOffset; + VkImageSubresourceLayers dstSubresource; + VkOffset3D dstOffset; + VkExtent3D extent; +} VkImageCopy; -typedef struct VkImageMemoryBarrier { - VkStructureType sType; - const void* pNext; - VkAccessFlags srcAccessMask; - VkAccessFlags dstAccessMask; - VkImageLayout oldLayout; - VkImageLayout newLayout; - uint32_t srcQueueFamilyIndex; - uint32_t dstQueueFamilyIndex; - VkImage image; - VkImageSubresourceRange subresourceRange; -} VkImageMemoryBarrier; +typedef struct VkImageResolve { + VkImageSubresourceLayers srcSubresource; + VkOffset3D srcOffset; + VkImageSubresourceLayers dstSubresource; + VkOffset3D dstOffset; + VkExtent3D extent; +} VkImageResolve; typedef struct VkRenderPassBeginInfo { - VkStructureType sType; - const void* pNext; - VkRenderPass renderPass; - VkFramebuffer framebuffer; - VkRect2D renderArea; - uint32_t clearValueCount; - const VkClearValue* pClearValues; + VkStructureType sType; + const void* pNext; + VkRenderPass renderPass; + VkFramebuffer framebuffer; + VkRect2D renderArea; + uint32_t clearValueCount; + const VkClearValue* pClearValues; } VkRenderPassBeginInfo; -typedef struct VkDispatchIndirectCommand { - uint32_t x; - uint32_t y; - uint32_t z; -} VkDispatchIndirectCommand; - -typedef struct VkDrawIndexedIndirectCommand { - uint32_t indexCount; - uint32_t instanceCount; - uint32_t firstIndex; - int32_t vertexOffset; - uint32_t firstInstance; -} VkDrawIndexedIndirectCommand; - -typedef struct VkDrawIndirectCommand { - uint32_t vertexCount; - uint32_t instanceCount; - uint32_t firstVertex; - uint32_t firstInstance; -} VkDrawIndirectCommand; - -typedef VkResult(VKAPI_PTR* PFN_vkCreateInstance)(const VkInstanceCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkInstance* pInstance); -typedef void(VKAPI_PTR* PFN_vkDestroyInstance)(VkInstance instance, const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkEnumeratePhysicalDevices)(VkInstance instance, uint32_t* pPhysicalDeviceCount, - VkPhysicalDevice* pPhysicalDevices); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceFeatures)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceFeatures* pFeatures); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceFormatProperties)(VkPhysicalDevice physicalDevice, VkFormat format, - VkFormatProperties* pFormatProperties); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceImageFormatProperties)( - VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkImageTiling tiling, VkImageUsageFlags usage, - VkImageCreateFlags flags, VkImageFormatProperties* pImageFormatProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceProperties)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceProperties* pProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceQueueFamilyProperties)(VkPhysicalDevice physicalDevice, - uint32_t* pQueueFamilyPropertyCount, - VkQueueFamilyProperties* pQueueFamilyProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceMemoryProperties)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceMemoryProperties* pMemoryProperties); -typedef PFN_vkVoidFunction(VKAPI_PTR* PFN_vkGetInstanceProcAddr)(VkInstance instance, const char* pName); -typedef PFN_vkVoidFunction(VKAPI_PTR* PFN_vkGetDeviceProcAddr)(VkDevice device, const char* pName); -typedef VkResult(VKAPI_PTR* PFN_vkCreateDevice)(VkPhysicalDevice physicalDevice, const VkDeviceCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkDevice* pDevice); -typedef void(VKAPI_PTR* PFN_vkDestroyDevice)(VkDevice device, const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkEnumerateInstanceExtensionProperties)(const char* pLayerName, - uint32_t* pPropertyCount, - VkExtensionProperties* pProperties); -typedef VkResult(VKAPI_PTR* PFN_vkEnumerateDeviceExtensionProperties)(VkPhysicalDevice physicalDevice, - const char* pLayerName, uint32_t* pPropertyCount, - VkExtensionProperties* pProperties); -typedef VkResult(VKAPI_PTR* PFN_vkEnumerateInstanceLayerProperties)(uint32_t* pPropertyCount, - VkLayerProperties* pProperties); -typedef VkResult(VKAPI_PTR* PFN_vkEnumerateDeviceLayerProperties)(VkPhysicalDevice physicalDevice, - uint32_t* pPropertyCount, - VkLayerProperties* pProperties); -typedef void(VKAPI_PTR* PFN_vkGetDeviceQueue)(VkDevice device, uint32_t queueFamilyIndex, uint32_t queueIndex, - VkQueue* pQueue); -typedef VkResult(VKAPI_PTR* PFN_vkQueueSubmit)(VkQueue queue, uint32_t submitCount, const VkSubmitInfo* pSubmits, - VkFence fence); -typedef VkResult(VKAPI_PTR* PFN_vkQueueWaitIdle)(VkQueue queue); -typedef VkResult(VKAPI_PTR* PFN_vkDeviceWaitIdle)(VkDevice device); -typedef VkResult(VKAPI_PTR* PFN_vkAllocateMemory)(VkDevice device, const VkMemoryAllocateInfo* pAllocateInfo, - const VkAllocationCallbacks* pAllocator, VkDeviceMemory* pMemory); -typedef void(VKAPI_PTR* PFN_vkFreeMemory)(VkDevice device, VkDeviceMemory memory, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkMapMemory)(VkDevice device, VkDeviceMemory memory, VkDeviceSize offset, - VkDeviceSize size, VkMemoryMapFlags flags, void** ppData); -typedef void(VKAPI_PTR* PFN_vkUnmapMemory)(VkDevice device, VkDeviceMemory memory); -typedef VkResult(VKAPI_PTR* PFN_vkFlushMappedMemoryRanges)(VkDevice device, uint32_t memoryRangeCount, - const VkMappedMemoryRange* pMemoryRanges); -typedef VkResult(VKAPI_PTR* PFN_vkInvalidateMappedMemoryRanges)(VkDevice device, uint32_t memoryRangeCount, - const VkMappedMemoryRange* pMemoryRanges); -typedef void(VKAPI_PTR* PFN_vkGetDeviceMemoryCommitment)(VkDevice device, VkDeviceMemory memory, - VkDeviceSize* pCommittedMemoryInBytes); -typedef VkResult(VKAPI_PTR* PFN_vkBindBufferMemory)(VkDevice device, VkBuffer buffer, VkDeviceMemory memory, - VkDeviceSize memoryOffset); -typedef VkResult(VKAPI_PTR* PFN_vkBindImageMemory)(VkDevice device, VkImage image, VkDeviceMemory memory, - VkDeviceSize memoryOffset); -typedef void(VKAPI_PTR* PFN_vkGetBufferMemoryRequirements)(VkDevice device, VkBuffer buffer, - VkMemoryRequirements* pMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetImageMemoryRequirements)(VkDevice device, VkImage image, - VkMemoryRequirements* pMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetImageSparseMemoryRequirements)( - VkDevice device, VkImage image, uint32_t* pSparseMemoryRequirementCount, - VkSparseImageMemoryRequirements* pSparseMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceSparseImageFormatProperties)( - VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkSampleCountFlagBits samples, - VkImageUsageFlags usage, VkImageTiling tiling, uint32_t* pPropertyCount, - VkSparseImageFormatProperties* pProperties); -typedef VkResult(VKAPI_PTR* PFN_vkQueueBindSparse)(VkQueue queue, uint32_t bindInfoCount, - const VkBindSparseInfo* pBindInfo, VkFence fence); -typedef VkResult(VKAPI_PTR* PFN_vkCreateFence)(VkDevice device, const VkFenceCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkFence* pFence); -typedef void(VKAPI_PTR* PFN_vkDestroyFence)(VkDevice device, VkFence fence, const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkResetFences)(VkDevice device, uint32_t fenceCount, const VkFence* pFences); -typedef VkResult(VKAPI_PTR* PFN_vkGetFenceStatus)(VkDevice device, VkFence fence); -typedef VkResult(VKAPI_PTR* PFN_vkWaitForFences)(VkDevice device, uint32_t fenceCount, const VkFence* pFences, - VkBool32 waitAll, uint64_t timeout); -typedef VkResult(VKAPI_PTR* PFN_vkCreateSemaphore)(VkDevice device, const VkSemaphoreCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkSemaphore* pSemaphore); -typedef void(VKAPI_PTR* PFN_vkDestroySemaphore)(VkDevice device, VkSemaphore semaphore, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateEvent)(VkDevice device, const VkEventCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkEvent* pEvent); -typedef void(VKAPI_PTR* PFN_vkDestroyEvent)(VkDevice device, VkEvent event, const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkGetEventStatus)(VkDevice device, VkEvent event); -typedef VkResult(VKAPI_PTR* PFN_vkSetEvent)(VkDevice device, VkEvent event); -typedef VkResult(VKAPI_PTR* PFN_vkResetEvent)(VkDevice device, VkEvent event); -typedef VkResult(VKAPI_PTR* PFN_vkCreateQueryPool)(VkDevice device, const VkQueryPoolCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkQueryPool* pQueryPool); -typedef void(VKAPI_PTR* PFN_vkDestroyQueryPool)(VkDevice device, VkQueryPool queryPool, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkGetQueryPoolResults)(VkDevice device, VkQueryPool queryPool, uint32_t firstQuery, - uint32_t queryCount, size_t dataSize, void* pData, - VkDeviceSize stride, VkQueryResultFlags flags); -typedef VkResult(VKAPI_PTR* PFN_vkCreateBuffer)(VkDevice device, const VkBufferCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkBuffer* pBuffer); -typedef void(VKAPI_PTR* PFN_vkDestroyBuffer)(VkDevice device, VkBuffer buffer, const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateBufferView)(VkDevice device, const VkBufferViewCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkBufferView* pView); -typedef void(VKAPI_PTR* PFN_vkDestroyBufferView)(VkDevice device, VkBufferView bufferView, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateImage)(VkDevice device, const VkImageCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkImage* pImage); -typedef void(VKAPI_PTR* PFN_vkDestroyImage)(VkDevice device, VkImage image, const VkAllocationCallbacks* pAllocator); -typedef void(VKAPI_PTR* PFN_vkGetImageSubresourceLayout)(VkDevice device, VkImage image, - const VkImageSubresource* pSubresource, - VkSubresourceLayout* pLayout); -typedef VkResult(VKAPI_PTR* PFN_vkCreateImageView)(VkDevice device, const VkImageViewCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkImageView* pView); -typedef void(VKAPI_PTR* PFN_vkDestroyImageView)(VkDevice device, VkImageView imageView, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateShaderModule)(VkDevice device, const VkShaderModuleCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkShaderModule* pShaderModule); -typedef void(VKAPI_PTR* PFN_vkDestroyShaderModule)(VkDevice device, VkShaderModule shaderModule, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreatePipelineCache)(VkDevice device, const VkPipelineCacheCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkPipelineCache* pPipelineCache); -typedef void(VKAPI_PTR* PFN_vkDestroyPipelineCache)(VkDevice device, VkPipelineCache pipelineCache, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkGetPipelineCacheData)(VkDevice device, VkPipelineCache pipelineCache, - size_t* pDataSize, void* pData); -typedef VkResult(VKAPI_PTR* PFN_vkMergePipelineCaches)(VkDevice device, VkPipelineCache dstCache, - uint32_t srcCacheCount, const VkPipelineCache* pSrcCaches); -typedef VkResult(VKAPI_PTR* PFN_vkCreateGraphicsPipelines)(VkDevice device, VkPipelineCache pipelineCache, - uint32_t createInfoCount, - const VkGraphicsPipelineCreateInfo* pCreateInfos, - const VkAllocationCallbacks* pAllocator, - VkPipeline* pPipelines); -typedef VkResult(VKAPI_PTR* PFN_vkCreateComputePipelines)(VkDevice device, VkPipelineCache pipelineCache, - uint32_t createInfoCount, - const VkComputePipelineCreateInfo* pCreateInfos, - const VkAllocationCallbacks* pAllocator, - VkPipeline* pPipelines); -typedef void(VKAPI_PTR* PFN_vkDestroyPipeline)(VkDevice device, VkPipeline pipeline, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreatePipelineLayout)(VkDevice device, const VkPipelineLayoutCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkPipelineLayout* pPipelineLayout); -typedef void(VKAPI_PTR* PFN_vkDestroyPipelineLayout)(VkDevice device, VkPipelineLayout pipelineLayout, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateSampler)(VkDevice device, const VkSamplerCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkSampler* pSampler); -typedef void(VKAPI_PTR* PFN_vkDestroySampler)(VkDevice device, VkSampler sampler, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateDescriptorSetLayout)(VkDevice device, - const VkDescriptorSetLayoutCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDescriptorSetLayout* pSetLayout); -typedef void(VKAPI_PTR* PFN_vkDestroyDescriptorSetLayout)(VkDevice device, VkDescriptorSetLayout descriptorSetLayout, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateDescriptorPool)(VkDevice device, const VkDescriptorPoolCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDescriptorPool* pDescriptorPool); -typedef void(VKAPI_PTR* PFN_vkDestroyDescriptorPool)(VkDevice device, VkDescriptorPool descriptorPool, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkResetDescriptorPool)(VkDevice device, VkDescriptorPool descriptorPool, - VkDescriptorPoolResetFlags flags); -typedef VkResult(VKAPI_PTR* PFN_vkAllocateDescriptorSets)(VkDevice device, - const VkDescriptorSetAllocateInfo* pAllocateInfo, - VkDescriptorSet* pDescriptorSets); -typedef VkResult(VKAPI_PTR* PFN_vkFreeDescriptorSets)(VkDevice device, VkDescriptorPool descriptorPool, - uint32_t descriptorSetCount, - const VkDescriptorSet* pDescriptorSets); -typedef void(VKAPI_PTR* PFN_vkUpdateDescriptorSets)(VkDevice device, uint32_t descriptorWriteCount, - const VkWriteDescriptorSet* pDescriptorWrites, - uint32_t descriptorCopyCount, - const VkCopyDescriptorSet* pDescriptorCopies); -typedef VkResult(VKAPI_PTR* PFN_vkCreateFramebuffer)(VkDevice device, const VkFramebufferCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkFramebuffer* pFramebuffer); -typedef void(VKAPI_PTR* PFN_vkDestroyFramebuffer)(VkDevice device, VkFramebuffer framebuffer, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateRenderPass)(VkDevice device, const VkRenderPassCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkRenderPass* pRenderPass); -typedef void(VKAPI_PTR* PFN_vkDestroyRenderPass)(VkDevice device, VkRenderPass renderPass, - const VkAllocationCallbacks* pAllocator); -typedef void(VKAPI_PTR* PFN_vkGetRenderAreaGranularity)(VkDevice device, VkRenderPass renderPass, - VkExtent2D* pGranularity); -typedef VkResult(VKAPI_PTR* PFN_vkCreateCommandPool)(VkDevice device, const VkCommandPoolCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkCommandPool* pCommandPool); -typedef void(VKAPI_PTR* PFN_vkDestroyCommandPool)(VkDevice device, VkCommandPool commandPool, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkResetCommandPool)(VkDevice device, VkCommandPool commandPool, - VkCommandPoolResetFlags flags); -typedef VkResult(VKAPI_PTR* PFN_vkAllocateCommandBuffers)(VkDevice device, - const VkCommandBufferAllocateInfo* pAllocateInfo, - VkCommandBuffer* pCommandBuffers); -typedef void(VKAPI_PTR* PFN_vkFreeCommandBuffers)(VkDevice device, VkCommandPool commandPool, - uint32_t commandBufferCount, const VkCommandBuffer* pCommandBuffers); -typedef VkResult(VKAPI_PTR* PFN_vkBeginCommandBuffer)(VkCommandBuffer commandBuffer, - const VkCommandBufferBeginInfo* pBeginInfo); -typedef VkResult(VKAPI_PTR* PFN_vkEndCommandBuffer)(VkCommandBuffer commandBuffer); -typedef VkResult(VKAPI_PTR* PFN_vkResetCommandBuffer)(VkCommandBuffer commandBuffer, VkCommandBufferResetFlags flags); -typedef void(VKAPI_PTR* PFN_vkCmdBindPipeline)(VkCommandBuffer commandBuffer, VkPipelineBindPoint pipelineBindPoint, - VkPipeline pipeline); -typedef void(VKAPI_PTR* PFN_vkCmdSetViewport)(VkCommandBuffer commandBuffer, uint32_t firstViewport, - uint32_t viewportCount, const VkViewport* pViewports); -typedef void(VKAPI_PTR* PFN_vkCmdSetScissor)(VkCommandBuffer commandBuffer, uint32_t firstScissor, - uint32_t scissorCount, const VkRect2D* pScissors); -typedef void(VKAPI_PTR* PFN_vkCmdSetLineWidth)(VkCommandBuffer commandBuffer, float lineWidth); -typedef void(VKAPI_PTR* PFN_vkCmdSetDepthBias)(VkCommandBuffer commandBuffer, float depthBiasConstantFactor, - float depthBiasClamp, float depthBiasSlopeFactor); -typedef void(VKAPI_PTR* PFN_vkCmdSetBlendConstants)(VkCommandBuffer commandBuffer, const float blendConstants[4]); -typedef void(VKAPI_PTR* PFN_vkCmdSetDepthBounds)(VkCommandBuffer commandBuffer, float minDepthBounds, - float maxDepthBounds); -typedef void(VKAPI_PTR* PFN_vkCmdSetStencilCompareMask)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, - uint32_t compareMask); -typedef void(VKAPI_PTR* PFN_vkCmdSetStencilWriteMask)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, - uint32_t writeMask); -typedef void(VKAPI_PTR* PFN_vkCmdSetStencilReference)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, - uint32_t reference); -typedef void(VKAPI_PTR* PFN_vkCmdBindDescriptorSets)(VkCommandBuffer commandBuffer, - VkPipelineBindPoint pipelineBindPoint, VkPipelineLayout layout, - uint32_t firstSet, uint32_t descriptorSetCount, - const VkDescriptorSet* pDescriptorSets, - uint32_t dynamicOffsetCount, const uint32_t* pDynamicOffsets); -typedef void(VKAPI_PTR* PFN_vkCmdBindIndexBuffer)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, - VkIndexType indexType); -typedef void(VKAPI_PTR* PFN_vkCmdBindVertexBuffers)(VkCommandBuffer commandBuffer, uint32_t firstBinding, - uint32_t bindingCount, const VkBuffer* pBuffers, - const VkDeviceSize* pOffsets); -typedef void(VKAPI_PTR* PFN_vkCmdDraw)(VkCommandBuffer commandBuffer, uint32_t vertexCount, uint32_t instanceCount, - uint32_t firstVertex, uint32_t firstInstance); -typedef void(VKAPI_PTR* PFN_vkCmdDrawIndexed)(VkCommandBuffer commandBuffer, uint32_t indexCount, - uint32_t instanceCount, uint32_t firstIndex, int32_t vertexOffset, - uint32_t firstInstance); -typedef void(VKAPI_PTR* PFN_vkCmdDrawIndirect)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, - uint32_t drawCount, uint32_t stride); -typedef void(VKAPI_PTR* PFN_vkCmdDrawIndexedIndirect)(VkCommandBuffer commandBuffer, VkBuffer buffer, - VkDeviceSize offset, uint32_t drawCount, uint32_t stride); -typedef void(VKAPI_PTR* PFN_vkCmdDispatch)(VkCommandBuffer commandBuffer, uint32_t groupCountX, uint32_t groupCountY, - uint32_t groupCountZ); -typedef void(VKAPI_PTR* PFN_vkCmdDispatchIndirect)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset); -typedef void(VKAPI_PTR* PFN_vkCmdCopyBuffer)(VkCommandBuffer commandBuffer, VkBuffer srcBuffer, VkBuffer dstBuffer, - uint32_t regionCount, const VkBufferCopy* pRegions); -typedef void(VKAPI_PTR* PFN_vkCmdCopyImage)(VkCommandBuffer commandBuffer, VkImage srcImage, - VkImageLayout srcImageLayout, VkImage dstImage, - VkImageLayout dstImageLayout, uint32_t regionCount, - const VkImageCopy* pRegions); -typedef void(VKAPI_PTR* PFN_vkCmdBlitImage)(VkCommandBuffer commandBuffer, VkImage srcImage, - VkImageLayout srcImageLayout, VkImage dstImage, - VkImageLayout dstImageLayout, uint32_t regionCount, - const VkImageBlit* pRegions, VkFilter filter); -typedef void(VKAPI_PTR* PFN_vkCmdCopyBufferToImage)(VkCommandBuffer commandBuffer, VkBuffer srcBuffer, VkImage dstImage, - VkImageLayout dstImageLayout, uint32_t regionCount, - const VkBufferImageCopy* pRegions); -typedef void(VKAPI_PTR* PFN_vkCmdCopyImageToBuffer)(VkCommandBuffer commandBuffer, VkImage srcImage, - VkImageLayout srcImageLayout, VkBuffer dstBuffer, - uint32_t regionCount, const VkBufferImageCopy* pRegions); -typedef void(VKAPI_PTR* PFN_vkCmdUpdateBuffer)(VkCommandBuffer commandBuffer, VkBuffer dstBuffer, - VkDeviceSize dstOffset, VkDeviceSize dataSize, const void* pData); -typedef void(VKAPI_PTR* PFN_vkCmdFillBuffer)(VkCommandBuffer commandBuffer, VkBuffer dstBuffer, VkDeviceSize dstOffset, - VkDeviceSize size, uint32_t data); -typedef void(VKAPI_PTR* PFN_vkCmdClearColorImage)(VkCommandBuffer commandBuffer, VkImage image, - VkImageLayout imageLayout, const VkClearColorValue* pColor, - uint32_t rangeCount, const VkImageSubresourceRange* pRanges); -typedef void(VKAPI_PTR* PFN_vkCmdClearDepthStencilImage)(VkCommandBuffer commandBuffer, VkImage image, - VkImageLayout imageLayout, - const VkClearDepthStencilValue* pDepthStencil, - uint32_t rangeCount, const VkImageSubresourceRange* pRanges); -typedef void(VKAPI_PTR* PFN_vkCmdClearAttachments)(VkCommandBuffer commandBuffer, uint32_t attachmentCount, - const VkClearAttachment* pAttachments, uint32_t rectCount, - const VkClearRect* pRects); -typedef void(VKAPI_PTR* PFN_vkCmdResolveImage)(VkCommandBuffer commandBuffer, VkImage srcImage, - VkImageLayout srcImageLayout, VkImage dstImage, - VkImageLayout dstImageLayout, uint32_t regionCount, - const VkImageResolve* pRegions); -typedef void(VKAPI_PTR* PFN_vkCmdSetEvent)(VkCommandBuffer commandBuffer, VkEvent event, - VkPipelineStageFlags stageMask); -typedef void(VKAPI_PTR* PFN_vkCmdResetEvent)(VkCommandBuffer commandBuffer, VkEvent event, - VkPipelineStageFlags stageMask); -typedef void(VKAPI_PTR* PFN_vkCmdWaitEvents)(VkCommandBuffer commandBuffer, uint32_t eventCount, const VkEvent* pEvents, - VkPipelineStageFlags srcStageMask, VkPipelineStageFlags dstStageMask, - uint32_t memoryBarrierCount, const VkMemoryBarrier* pMemoryBarriers, - uint32_t bufferMemoryBarrierCount, - const VkBufferMemoryBarrier* pBufferMemoryBarriers, - uint32_t imageMemoryBarrierCount, - const VkImageMemoryBarrier* pImageMemoryBarriers); -typedef void(VKAPI_PTR* PFN_vkCmdPipelineBarrier)(VkCommandBuffer commandBuffer, VkPipelineStageFlags srcStageMask, - VkPipelineStageFlags dstStageMask, VkDependencyFlags dependencyFlags, - uint32_t memoryBarrierCount, const VkMemoryBarrier* pMemoryBarriers, - uint32_t bufferMemoryBarrierCount, - const VkBufferMemoryBarrier* pBufferMemoryBarriers, - uint32_t imageMemoryBarrierCount, - const VkImageMemoryBarrier* pImageMemoryBarriers); -typedef void(VKAPI_PTR* PFN_vkCmdBeginQuery)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query, - VkQueryControlFlags flags); -typedef void(VKAPI_PTR* PFN_vkCmdEndQuery)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query); -typedef void(VKAPI_PTR* PFN_vkCmdResetQueryPool)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, - uint32_t firstQuery, uint32_t queryCount); -typedef void(VKAPI_PTR* PFN_vkCmdWriteTimestamp)(VkCommandBuffer commandBuffer, VkPipelineStageFlagBits pipelineStage, - VkQueryPool queryPool, uint32_t query); -typedef void(VKAPI_PTR* PFN_vkCmdCopyQueryPoolResults)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, - uint32_t firstQuery, uint32_t queryCount, VkBuffer dstBuffer, - VkDeviceSize dstOffset, VkDeviceSize stride, - VkQueryResultFlags flags); -typedef void(VKAPI_PTR* PFN_vkCmdPushConstants)(VkCommandBuffer commandBuffer, VkPipelineLayout layout, - VkShaderStageFlags stageFlags, uint32_t offset, uint32_t size, - const void* pValues); -typedef void(VKAPI_PTR* PFN_vkCmdBeginRenderPass)(VkCommandBuffer commandBuffer, - const VkRenderPassBeginInfo* pRenderPassBegin, - VkSubpassContents contents); -typedef void(VKAPI_PTR* PFN_vkCmdNextSubpass)(VkCommandBuffer commandBuffer, VkSubpassContents contents); -typedef void(VKAPI_PTR* PFN_vkCmdEndRenderPass)(VkCommandBuffer commandBuffer); -typedef void(VKAPI_PTR* PFN_vkCmdExecuteCommands)(VkCommandBuffer commandBuffer, uint32_t commandBufferCount, - const VkCommandBuffer* pCommandBuffers); +typedef VkResult (VKAPI_PTR *PFN_vkCreateInstance)(const VkInstanceCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkInstance* pInstance); +typedef void (VKAPI_PTR *PFN_vkDestroyInstance)(VkInstance instance, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkEnumeratePhysicalDevices)(VkInstance instance, uint32_t* pPhysicalDeviceCount, VkPhysicalDevice* pPhysicalDevices); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceFeatures)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceFeatures* pFeatures); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceFormatProperties)(VkPhysicalDevice physicalDevice, VkFormat format, VkFormatProperties* pFormatProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceImageFormatProperties)(VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkImageTiling tiling, VkImageUsageFlags usage, VkImageCreateFlags flags, VkImageFormatProperties* pImageFormatProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceProperties)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceProperties* pProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceQueueFamilyProperties)(VkPhysicalDevice physicalDevice, uint32_t* pQueueFamilyPropertyCount, VkQueueFamilyProperties* pQueueFamilyProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceMemoryProperties)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceMemoryProperties* pMemoryProperties); +typedef PFN_vkVoidFunction (VKAPI_PTR *PFN_vkGetInstanceProcAddr)(VkInstance instance, const char* pName); +typedef PFN_vkVoidFunction (VKAPI_PTR *PFN_vkGetDeviceProcAddr)(VkDevice device, const char* pName); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDevice)(VkPhysicalDevice physicalDevice, const VkDeviceCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDevice* pDevice); +typedef void (VKAPI_PTR *PFN_vkDestroyDevice)(VkDevice device, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkEnumerateInstanceExtensionProperties)(const char* pLayerName, uint32_t* pPropertyCount, VkExtensionProperties* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkEnumerateDeviceExtensionProperties)(VkPhysicalDevice physicalDevice, const char* pLayerName, uint32_t* pPropertyCount, VkExtensionProperties* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkEnumerateInstanceLayerProperties)(uint32_t* pPropertyCount, VkLayerProperties* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkEnumerateDeviceLayerProperties)(VkPhysicalDevice physicalDevice, uint32_t* pPropertyCount, VkLayerProperties* pProperties); +typedef void (VKAPI_PTR *PFN_vkGetDeviceQueue)(VkDevice device, uint32_t queueFamilyIndex, uint32_t queueIndex, VkQueue* pQueue); +typedef VkResult (VKAPI_PTR *PFN_vkQueueSubmit)(VkQueue queue, uint32_t submitCount, const VkSubmitInfo* pSubmits, VkFence fence); +typedef VkResult (VKAPI_PTR *PFN_vkQueueWaitIdle)(VkQueue queue); +typedef VkResult (VKAPI_PTR *PFN_vkDeviceWaitIdle)(VkDevice device); +typedef VkResult (VKAPI_PTR *PFN_vkAllocateMemory)(VkDevice device, const VkMemoryAllocateInfo* pAllocateInfo, const VkAllocationCallbacks* pAllocator, VkDeviceMemory* pMemory); +typedef void (VKAPI_PTR *PFN_vkFreeMemory)(VkDevice device, VkDeviceMemory memory, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkMapMemory)(VkDevice device, VkDeviceMemory memory, VkDeviceSize offset, VkDeviceSize size, VkMemoryMapFlags flags, void** ppData); +typedef void (VKAPI_PTR *PFN_vkUnmapMemory)(VkDevice device, VkDeviceMemory memory); +typedef VkResult (VKAPI_PTR *PFN_vkFlushMappedMemoryRanges)(VkDevice device, uint32_t memoryRangeCount, const VkMappedMemoryRange* pMemoryRanges); +typedef VkResult (VKAPI_PTR *PFN_vkInvalidateMappedMemoryRanges)(VkDevice device, uint32_t memoryRangeCount, const VkMappedMemoryRange* pMemoryRanges); +typedef void (VKAPI_PTR *PFN_vkGetDeviceMemoryCommitment)(VkDevice device, VkDeviceMemory memory, VkDeviceSize* pCommittedMemoryInBytes); +typedef VkResult (VKAPI_PTR *PFN_vkBindBufferMemory)(VkDevice device, VkBuffer buffer, VkDeviceMemory memory, VkDeviceSize memoryOffset); +typedef VkResult (VKAPI_PTR *PFN_vkBindImageMemory)(VkDevice device, VkImage image, VkDeviceMemory memory, VkDeviceSize memoryOffset); +typedef void (VKAPI_PTR *PFN_vkGetBufferMemoryRequirements)(VkDevice device, VkBuffer buffer, VkMemoryRequirements* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetImageMemoryRequirements)(VkDevice device, VkImage image, VkMemoryRequirements* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetImageSparseMemoryRequirements)(VkDevice device, VkImage image, uint32_t* pSparseMemoryRequirementCount, VkSparseImageMemoryRequirements* pSparseMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceSparseImageFormatProperties)(VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkSampleCountFlagBits samples, VkImageUsageFlags usage, VkImageTiling tiling, uint32_t* pPropertyCount, VkSparseImageFormatProperties* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkQueueBindSparse)(VkQueue queue, uint32_t bindInfoCount, const VkBindSparseInfo* pBindInfo, VkFence fence); +typedef VkResult (VKAPI_PTR *PFN_vkCreateFence)(VkDevice device, const VkFenceCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkFence* pFence); +typedef void (VKAPI_PTR *PFN_vkDestroyFence)(VkDevice device, VkFence fence, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkResetFences)(VkDevice device, uint32_t fenceCount, const VkFence* pFences); +typedef VkResult (VKAPI_PTR *PFN_vkGetFenceStatus)(VkDevice device, VkFence fence); +typedef VkResult (VKAPI_PTR *PFN_vkWaitForFences)(VkDevice device, uint32_t fenceCount, const VkFence* pFences, VkBool32 waitAll, uint64_t timeout); +typedef VkResult (VKAPI_PTR *PFN_vkCreateSemaphore)(VkDevice device, const VkSemaphoreCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSemaphore* pSemaphore); +typedef void (VKAPI_PTR *PFN_vkDestroySemaphore)(VkDevice device, VkSemaphore semaphore, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateEvent)(VkDevice device, const VkEventCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkEvent* pEvent); +typedef void (VKAPI_PTR *PFN_vkDestroyEvent)(VkDevice device, VkEvent event, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkGetEventStatus)(VkDevice device, VkEvent event); +typedef VkResult (VKAPI_PTR *PFN_vkSetEvent)(VkDevice device, VkEvent event); +typedef VkResult (VKAPI_PTR *PFN_vkResetEvent)(VkDevice device, VkEvent event); +typedef VkResult (VKAPI_PTR *PFN_vkCreateQueryPool)(VkDevice device, const VkQueryPoolCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkQueryPool* pQueryPool); +typedef void (VKAPI_PTR *PFN_vkDestroyQueryPool)(VkDevice device, VkQueryPool queryPool, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkGetQueryPoolResults)(VkDevice device, VkQueryPool queryPool, uint32_t firstQuery, uint32_t queryCount, size_t dataSize, void* pData, VkDeviceSize stride, VkQueryResultFlags flags); +typedef VkResult (VKAPI_PTR *PFN_vkCreateBuffer)(VkDevice device, const VkBufferCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkBuffer* pBuffer); +typedef void (VKAPI_PTR *PFN_vkDestroyBuffer)(VkDevice device, VkBuffer buffer, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateBufferView)(VkDevice device, const VkBufferViewCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkBufferView* pView); +typedef void (VKAPI_PTR *PFN_vkDestroyBufferView)(VkDevice device, VkBufferView bufferView, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateImage)(VkDevice device, const VkImageCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkImage* pImage); +typedef void (VKAPI_PTR *PFN_vkDestroyImage)(VkDevice device, VkImage image, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkGetImageSubresourceLayout)(VkDevice device, VkImage image, const VkImageSubresource* pSubresource, VkSubresourceLayout* pLayout); +typedef VkResult (VKAPI_PTR *PFN_vkCreateImageView)(VkDevice device, const VkImageViewCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkImageView* pView); +typedef void (VKAPI_PTR *PFN_vkDestroyImageView)(VkDevice device, VkImageView imageView, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateShaderModule)(VkDevice device, const VkShaderModuleCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkShaderModule* pShaderModule); +typedef void (VKAPI_PTR *PFN_vkDestroyShaderModule)(VkDevice device, VkShaderModule shaderModule, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreatePipelineCache)(VkDevice device, const VkPipelineCacheCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkPipelineCache* pPipelineCache); +typedef void (VKAPI_PTR *PFN_vkDestroyPipelineCache)(VkDevice device, VkPipelineCache pipelineCache, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkGetPipelineCacheData)(VkDevice device, VkPipelineCache pipelineCache, size_t* pDataSize, void* pData); +typedef VkResult (VKAPI_PTR *PFN_vkMergePipelineCaches)(VkDevice device, VkPipelineCache dstCache, uint32_t srcCacheCount, const VkPipelineCache* pSrcCaches); +typedef VkResult (VKAPI_PTR *PFN_vkCreateGraphicsPipelines)(VkDevice device, VkPipelineCache pipelineCache, uint32_t createInfoCount, const VkGraphicsPipelineCreateInfo* pCreateInfos, const VkAllocationCallbacks* pAllocator, VkPipeline* pPipelines); +typedef VkResult (VKAPI_PTR *PFN_vkCreateComputePipelines)(VkDevice device, VkPipelineCache pipelineCache, uint32_t createInfoCount, const VkComputePipelineCreateInfo* pCreateInfos, const VkAllocationCallbacks* pAllocator, VkPipeline* pPipelines); +typedef void (VKAPI_PTR *PFN_vkDestroyPipeline)(VkDevice device, VkPipeline pipeline, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreatePipelineLayout)(VkDevice device, const VkPipelineLayoutCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkPipelineLayout* pPipelineLayout); +typedef void (VKAPI_PTR *PFN_vkDestroyPipelineLayout)(VkDevice device, VkPipelineLayout pipelineLayout, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateSampler)(VkDevice device, const VkSamplerCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSampler* pSampler); +typedef void (VKAPI_PTR *PFN_vkDestroySampler)(VkDevice device, VkSampler sampler, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDescriptorSetLayout)(VkDevice device, const VkDescriptorSetLayoutCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDescriptorSetLayout* pSetLayout); +typedef void (VKAPI_PTR *PFN_vkDestroyDescriptorSetLayout)(VkDevice device, VkDescriptorSetLayout descriptorSetLayout, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDescriptorPool)(VkDevice device, const VkDescriptorPoolCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDescriptorPool* pDescriptorPool); +typedef void (VKAPI_PTR *PFN_vkDestroyDescriptorPool)(VkDevice device, VkDescriptorPool descriptorPool, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkResetDescriptorPool)(VkDevice device, VkDescriptorPool descriptorPool, VkDescriptorPoolResetFlags flags); +typedef VkResult (VKAPI_PTR *PFN_vkAllocateDescriptorSets)(VkDevice device, const VkDescriptorSetAllocateInfo* pAllocateInfo, VkDescriptorSet* pDescriptorSets); +typedef VkResult (VKAPI_PTR *PFN_vkFreeDescriptorSets)(VkDevice device, VkDescriptorPool descriptorPool, uint32_t descriptorSetCount, const VkDescriptorSet* pDescriptorSets); +typedef void (VKAPI_PTR *PFN_vkUpdateDescriptorSets)(VkDevice device, uint32_t descriptorWriteCount, const VkWriteDescriptorSet* pDescriptorWrites, uint32_t descriptorCopyCount, const VkCopyDescriptorSet* pDescriptorCopies); +typedef VkResult (VKAPI_PTR *PFN_vkCreateFramebuffer)(VkDevice device, const VkFramebufferCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkFramebuffer* pFramebuffer); +typedef void (VKAPI_PTR *PFN_vkDestroyFramebuffer)(VkDevice device, VkFramebuffer framebuffer, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateRenderPass)(VkDevice device, const VkRenderPassCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkRenderPass* pRenderPass); +typedef void (VKAPI_PTR *PFN_vkDestroyRenderPass)(VkDevice device, VkRenderPass renderPass, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkGetRenderAreaGranularity)(VkDevice device, VkRenderPass renderPass, VkExtent2D* pGranularity); +typedef VkResult (VKAPI_PTR *PFN_vkCreateCommandPool)(VkDevice device, const VkCommandPoolCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkCommandPool* pCommandPool); +typedef void (VKAPI_PTR *PFN_vkDestroyCommandPool)(VkDevice device, VkCommandPool commandPool, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkResetCommandPool)(VkDevice device, VkCommandPool commandPool, VkCommandPoolResetFlags flags); +typedef VkResult (VKAPI_PTR *PFN_vkAllocateCommandBuffers)(VkDevice device, const VkCommandBufferAllocateInfo* pAllocateInfo, VkCommandBuffer* pCommandBuffers); +typedef void (VKAPI_PTR *PFN_vkFreeCommandBuffers)(VkDevice device, VkCommandPool commandPool, uint32_t commandBufferCount, const VkCommandBuffer* pCommandBuffers); +typedef VkResult (VKAPI_PTR *PFN_vkBeginCommandBuffer)(VkCommandBuffer commandBuffer, const VkCommandBufferBeginInfo* pBeginInfo); +typedef VkResult (VKAPI_PTR *PFN_vkEndCommandBuffer)(VkCommandBuffer commandBuffer); +typedef VkResult (VKAPI_PTR *PFN_vkResetCommandBuffer)(VkCommandBuffer commandBuffer, VkCommandBufferResetFlags flags); +typedef void (VKAPI_PTR *PFN_vkCmdBindPipeline)(VkCommandBuffer commandBuffer, VkPipelineBindPoint pipelineBindPoint, VkPipeline pipeline); +typedef void (VKAPI_PTR *PFN_vkCmdSetViewport)(VkCommandBuffer commandBuffer, uint32_t firstViewport, uint32_t viewportCount, const VkViewport* pViewports); +typedef void (VKAPI_PTR *PFN_vkCmdSetScissor)(VkCommandBuffer commandBuffer, uint32_t firstScissor, uint32_t scissorCount, const VkRect2D* pScissors); +typedef void (VKAPI_PTR *PFN_vkCmdSetLineWidth)(VkCommandBuffer commandBuffer, float lineWidth); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthBias)(VkCommandBuffer commandBuffer, float depthBiasConstantFactor, float depthBiasClamp, float depthBiasSlopeFactor); +typedef void (VKAPI_PTR *PFN_vkCmdSetBlendConstants)(VkCommandBuffer commandBuffer, const float blendConstants[4]); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthBounds)(VkCommandBuffer commandBuffer, float minDepthBounds, float maxDepthBounds); +typedef void (VKAPI_PTR *PFN_vkCmdSetStencilCompareMask)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, uint32_t compareMask); +typedef void (VKAPI_PTR *PFN_vkCmdSetStencilWriteMask)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, uint32_t writeMask); +typedef void (VKAPI_PTR *PFN_vkCmdSetStencilReference)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, uint32_t reference); +typedef void (VKAPI_PTR *PFN_vkCmdBindDescriptorSets)(VkCommandBuffer commandBuffer, VkPipelineBindPoint pipelineBindPoint, VkPipelineLayout layout, uint32_t firstSet, uint32_t descriptorSetCount, const VkDescriptorSet* pDescriptorSets, uint32_t dynamicOffsetCount, const uint32_t* pDynamicOffsets); +typedef void (VKAPI_PTR *PFN_vkCmdBindIndexBuffer)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkIndexType indexType); +typedef void (VKAPI_PTR *PFN_vkCmdBindVertexBuffers)(VkCommandBuffer commandBuffer, uint32_t firstBinding, uint32_t bindingCount, const VkBuffer* pBuffers, const VkDeviceSize* pOffsets); +typedef void (VKAPI_PTR *PFN_vkCmdDraw)(VkCommandBuffer commandBuffer, uint32_t vertexCount, uint32_t instanceCount, uint32_t firstVertex, uint32_t firstInstance); +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndexed)(VkCommandBuffer commandBuffer, uint32_t indexCount, uint32_t instanceCount, uint32_t firstIndex, int32_t vertexOffset, uint32_t firstInstance); +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndirect)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, uint32_t drawCount, uint32_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndexedIndirect)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, uint32_t drawCount, uint32_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdDispatch)(VkCommandBuffer commandBuffer, uint32_t groupCountX, uint32_t groupCountY, uint32_t groupCountZ); +typedef void (VKAPI_PTR *PFN_vkCmdDispatchIndirect)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset); +typedef void (VKAPI_PTR *PFN_vkCmdCopyBuffer)(VkCommandBuffer commandBuffer, VkBuffer srcBuffer, VkBuffer dstBuffer, uint32_t regionCount, const VkBufferCopy* pRegions); +typedef void (VKAPI_PTR *PFN_vkCmdCopyImage)(VkCommandBuffer commandBuffer, VkImage srcImage, VkImageLayout srcImageLayout, VkImage dstImage, VkImageLayout dstImageLayout, uint32_t regionCount, const VkImageCopy* pRegions); +typedef void (VKAPI_PTR *PFN_vkCmdBlitImage)(VkCommandBuffer commandBuffer, VkImage srcImage, VkImageLayout srcImageLayout, VkImage dstImage, VkImageLayout dstImageLayout, uint32_t regionCount, const VkImageBlit* pRegions, VkFilter filter); +typedef void (VKAPI_PTR *PFN_vkCmdCopyBufferToImage)(VkCommandBuffer commandBuffer, VkBuffer srcBuffer, VkImage dstImage, VkImageLayout dstImageLayout, uint32_t regionCount, const VkBufferImageCopy* pRegions); +typedef void (VKAPI_PTR *PFN_vkCmdCopyImageToBuffer)(VkCommandBuffer commandBuffer, VkImage srcImage, VkImageLayout srcImageLayout, VkBuffer dstBuffer, uint32_t regionCount, const VkBufferImageCopy* pRegions); +typedef void (VKAPI_PTR *PFN_vkCmdUpdateBuffer)(VkCommandBuffer commandBuffer, VkBuffer dstBuffer, VkDeviceSize dstOffset, VkDeviceSize dataSize, const void* pData); +typedef void (VKAPI_PTR *PFN_vkCmdFillBuffer)(VkCommandBuffer commandBuffer, VkBuffer dstBuffer, VkDeviceSize dstOffset, VkDeviceSize size, uint32_t data); +typedef void (VKAPI_PTR *PFN_vkCmdClearColorImage)(VkCommandBuffer commandBuffer, VkImage image, VkImageLayout imageLayout, const VkClearColorValue* pColor, uint32_t rangeCount, const VkImageSubresourceRange* pRanges); +typedef void (VKAPI_PTR *PFN_vkCmdClearDepthStencilImage)(VkCommandBuffer commandBuffer, VkImage image, VkImageLayout imageLayout, const VkClearDepthStencilValue* pDepthStencil, uint32_t rangeCount, const VkImageSubresourceRange* pRanges); +typedef void (VKAPI_PTR *PFN_vkCmdClearAttachments)(VkCommandBuffer commandBuffer, uint32_t attachmentCount, const VkClearAttachment* pAttachments, uint32_t rectCount, const VkClearRect* pRects); +typedef void (VKAPI_PTR *PFN_vkCmdResolveImage)(VkCommandBuffer commandBuffer, VkImage srcImage, VkImageLayout srcImageLayout, VkImage dstImage, VkImageLayout dstImageLayout, uint32_t regionCount, const VkImageResolve* pRegions); +typedef void (VKAPI_PTR *PFN_vkCmdSetEvent)(VkCommandBuffer commandBuffer, VkEvent event, VkPipelineStageFlags stageMask); +typedef void (VKAPI_PTR *PFN_vkCmdResetEvent)(VkCommandBuffer commandBuffer, VkEvent event, VkPipelineStageFlags stageMask); +typedef void (VKAPI_PTR *PFN_vkCmdWaitEvents)(VkCommandBuffer commandBuffer, uint32_t eventCount, const VkEvent* pEvents, VkPipelineStageFlags srcStageMask, VkPipelineStageFlags dstStageMask, uint32_t memoryBarrierCount, const VkMemoryBarrier* pMemoryBarriers, uint32_t bufferMemoryBarrierCount, const VkBufferMemoryBarrier* pBufferMemoryBarriers, uint32_t imageMemoryBarrierCount, const VkImageMemoryBarrier* pImageMemoryBarriers); +typedef void (VKAPI_PTR *PFN_vkCmdPipelineBarrier)(VkCommandBuffer commandBuffer, VkPipelineStageFlags srcStageMask, VkPipelineStageFlags dstStageMask, VkDependencyFlags dependencyFlags, uint32_t memoryBarrierCount, const VkMemoryBarrier* pMemoryBarriers, uint32_t bufferMemoryBarrierCount, const VkBufferMemoryBarrier* pBufferMemoryBarriers, uint32_t imageMemoryBarrierCount, const VkImageMemoryBarrier* pImageMemoryBarriers); +typedef void (VKAPI_PTR *PFN_vkCmdBeginQuery)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query, VkQueryControlFlags flags); +typedef void (VKAPI_PTR *PFN_vkCmdEndQuery)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query); +typedef void (VKAPI_PTR *PFN_vkCmdResetQueryPool)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t firstQuery, uint32_t queryCount); +typedef void (VKAPI_PTR *PFN_vkCmdWriteTimestamp)(VkCommandBuffer commandBuffer, VkPipelineStageFlagBits pipelineStage, VkQueryPool queryPool, uint32_t query); +typedef void (VKAPI_PTR *PFN_vkCmdCopyQueryPoolResults)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t firstQuery, uint32_t queryCount, VkBuffer dstBuffer, VkDeviceSize dstOffset, VkDeviceSize stride, VkQueryResultFlags flags); +typedef void (VKAPI_PTR *PFN_vkCmdPushConstants)(VkCommandBuffer commandBuffer, VkPipelineLayout layout, VkShaderStageFlags stageFlags, uint32_t offset, uint32_t size, const void* pValues); +typedef void (VKAPI_PTR *PFN_vkCmdBeginRenderPass)(VkCommandBuffer commandBuffer, const VkRenderPassBeginInfo* pRenderPassBegin, VkSubpassContents contents); +typedef void (VKAPI_PTR *PFN_vkCmdNextSubpass)(VkCommandBuffer commandBuffer, VkSubpassContents contents); +typedef void (VKAPI_PTR *PFN_vkCmdEndRenderPass)(VkCommandBuffer commandBuffer); +typedef void (VKAPI_PTR *PFN_vkCmdExecuteCommands)(VkCommandBuffer commandBuffer, uint32_t commandBufferCount, const VkCommandBuffer* pCommandBuffers); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkCreateInstance(const VkInstanceCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkInstance* pInstance); +VKAPI_ATTR VkResult VKAPI_CALL vkCreateInstance( + const VkInstanceCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkInstance* pInstance); -VKAPI_ATTR void VKAPI_CALL vkDestroyInstance(VkInstance instance, const VkAllocationCallbacks* pAllocator); +VKAPI_ATTR void VKAPI_CALL vkDestroyInstance( + VkInstance instance, + const VkAllocationCallbacks* pAllocator); -VKAPI_ATTR VkResult VKAPI_CALL vkEnumeratePhysicalDevices(VkInstance instance, uint32_t* pPhysicalDeviceCount, - VkPhysicalDevice* pPhysicalDevices); +VKAPI_ATTR VkResult VKAPI_CALL vkEnumeratePhysicalDevices( + VkInstance instance, + uint32_t* pPhysicalDeviceCount, + VkPhysicalDevice* pPhysicalDevices); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFeatures(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceFeatures* pFeatures); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFeatures( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceFeatures* pFeatures); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFormatProperties(VkPhysicalDevice physicalDevice, VkFormat format, - VkFormatProperties* pFormatProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFormatProperties( + VkPhysicalDevice physicalDevice, + VkFormat format, + VkFormatProperties* pFormatProperties); VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceImageFormatProperties( - VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkImageTiling tiling, VkImageUsageFlags usage, - VkImageCreateFlags flags, VkImageFormatProperties* pImageFormatProperties); + VkPhysicalDevice physicalDevice, + VkFormat format, + VkImageType type, + VkImageTiling tiling, + VkImageUsageFlags usage, + VkImageCreateFlags flags, + VkImageFormatProperties* pImageFormatProperties); + +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceProperties( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceProperties* pProperties); + +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceQueueFamilyProperties( + VkPhysicalDevice physicalDevice, + uint32_t* pQueueFamilyPropertyCount, + VkQueueFamilyProperties* pQueueFamilyProperties); + +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceMemoryProperties( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceMemoryProperties* pMemoryProperties); + +VKAPI_ATTR PFN_vkVoidFunction VKAPI_CALL vkGetInstanceProcAddr( + VkInstance instance, + const char* pName); + +VKAPI_ATTR PFN_vkVoidFunction VKAPI_CALL vkGetDeviceProcAddr( + VkDevice device, + const char* pName); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDevice( + VkPhysicalDevice physicalDevice, + const VkDeviceCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDevice* pDevice); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDevice( + VkDevice device, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateInstanceExtensionProperties( + const char* pLayerName, + uint32_t* pPropertyCount, + VkExtensionProperties* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateDeviceExtensionProperties( + VkPhysicalDevice physicalDevice, + const char* pLayerName, + uint32_t* pPropertyCount, + VkExtensionProperties* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateInstanceLayerProperties( + uint32_t* pPropertyCount, + VkLayerProperties* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateDeviceLayerProperties( + VkPhysicalDevice physicalDevice, + uint32_t* pPropertyCount, + VkLayerProperties* pProperties); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceQueue( + VkDevice device, + uint32_t queueFamilyIndex, + uint32_t queueIndex, + VkQueue* pQueue); + +VKAPI_ATTR VkResult VKAPI_CALL vkQueueSubmit( + VkQueue queue, + uint32_t submitCount, + const VkSubmitInfo* pSubmits, + VkFence fence); + +VKAPI_ATTR VkResult VKAPI_CALL vkQueueWaitIdle( + VkQueue queue); + +VKAPI_ATTR VkResult VKAPI_CALL vkDeviceWaitIdle( + VkDevice device); + +VKAPI_ATTR VkResult VKAPI_CALL vkAllocateMemory( + VkDevice device, + const VkMemoryAllocateInfo* pAllocateInfo, + const VkAllocationCallbacks* pAllocator, + VkDeviceMemory* pMemory); + +VKAPI_ATTR void VKAPI_CALL vkFreeMemory( + VkDevice device, + VkDeviceMemory memory, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkMapMemory( + VkDevice device, + VkDeviceMemory memory, + VkDeviceSize offset, + VkDeviceSize size, + VkMemoryMapFlags flags, + void** ppData); + +VKAPI_ATTR void VKAPI_CALL vkUnmapMemory( + VkDevice device, + VkDeviceMemory memory); + +VKAPI_ATTR VkResult VKAPI_CALL vkFlushMappedMemoryRanges( + VkDevice device, + uint32_t memoryRangeCount, + const VkMappedMemoryRange* pMemoryRanges); + +VKAPI_ATTR VkResult VKAPI_CALL vkInvalidateMappedMemoryRanges( + VkDevice device, + uint32_t memoryRangeCount, + const VkMappedMemoryRange* pMemoryRanges); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceMemoryCommitment( + VkDevice device, + VkDeviceMemory memory, + VkDeviceSize* pCommittedMemoryInBytes); + +VKAPI_ATTR VkResult VKAPI_CALL vkBindBufferMemory( + VkDevice device, + VkBuffer buffer, + VkDeviceMemory memory, + VkDeviceSize memoryOffset); + +VKAPI_ATTR VkResult VKAPI_CALL vkBindImageMemory( + VkDevice device, + VkImage image, + VkDeviceMemory memory, + VkDeviceSize memoryOffset); + +VKAPI_ATTR void VKAPI_CALL vkGetBufferMemoryRequirements( + VkDevice device, + VkBuffer buffer, + VkMemoryRequirements* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetImageMemoryRequirements( + VkDevice device, + VkImage image, + VkMemoryRequirements* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetImageSparseMemoryRequirements( + VkDevice device, + VkImage image, + uint32_t* pSparseMemoryRequirementCount, + VkSparseImageMemoryRequirements* pSparseMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceSparseImageFormatProperties( + VkPhysicalDevice physicalDevice, + VkFormat format, + VkImageType type, + VkSampleCountFlagBits samples, + VkImageUsageFlags usage, + VkImageTiling tiling, + uint32_t* pPropertyCount, + VkSparseImageFormatProperties* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkQueueBindSparse( + VkQueue queue, + uint32_t bindInfoCount, + const VkBindSparseInfo* pBindInfo, + VkFence fence); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateFence( + VkDevice device, + const VkFenceCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkFence* pFence); + +VKAPI_ATTR void VKAPI_CALL vkDestroyFence( + VkDevice device, + VkFence fence, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkResetFences( + VkDevice device, + uint32_t fenceCount, + const VkFence* pFences); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetFenceStatus( + VkDevice device, + VkFence fence); + +VKAPI_ATTR VkResult VKAPI_CALL vkWaitForFences( + VkDevice device, + uint32_t fenceCount, + const VkFence* pFences, + VkBool32 waitAll, + uint64_t timeout); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateSemaphore( + VkDevice device, + const VkSemaphoreCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkSemaphore* pSemaphore); + +VKAPI_ATTR void VKAPI_CALL vkDestroySemaphore( + VkDevice device, + VkSemaphore semaphore, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateEvent( + VkDevice device, + const VkEventCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkEvent* pEvent); + +VKAPI_ATTR void VKAPI_CALL vkDestroyEvent( + VkDevice device, + VkEvent event, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetEventStatus( + VkDevice device, + VkEvent event); + +VKAPI_ATTR VkResult VKAPI_CALL vkSetEvent( + VkDevice device, + VkEvent event); + +VKAPI_ATTR VkResult VKAPI_CALL vkResetEvent( + VkDevice device, + VkEvent event); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateQueryPool( + VkDevice device, + const VkQueryPoolCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkQueryPool* pQueryPool); + +VKAPI_ATTR void VKAPI_CALL vkDestroyQueryPool( + VkDevice device, + VkQueryPool queryPool, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetQueryPoolResults( + VkDevice device, + VkQueryPool queryPool, + uint32_t firstQuery, + uint32_t queryCount, + size_t dataSize, + void* pData, + VkDeviceSize stride, + VkQueryResultFlags flags); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateBuffer( + VkDevice device, + const VkBufferCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkBuffer* pBuffer); + +VKAPI_ATTR void VKAPI_CALL vkDestroyBuffer( + VkDevice device, + VkBuffer buffer, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateBufferView( + VkDevice device, + const VkBufferViewCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkBufferView* pView); + +VKAPI_ATTR void VKAPI_CALL vkDestroyBufferView( + VkDevice device, + VkBufferView bufferView, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateImage( + VkDevice device, + const VkImageCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkImage* pImage); + +VKAPI_ATTR void VKAPI_CALL vkDestroyImage( + VkDevice device, + VkImage image, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkGetImageSubresourceLayout( + VkDevice device, + VkImage image, + const VkImageSubresource* pSubresource, + VkSubresourceLayout* pLayout); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateImageView( + VkDevice device, + const VkImageViewCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkImageView* pView); + +VKAPI_ATTR void VKAPI_CALL vkDestroyImageView( + VkDevice device, + VkImageView imageView, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateShaderModule( + VkDevice device, + const VkShaderModuleCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkShaderModule* pShaderModule); + +VKAPI_ATTR void VKAPI_CALL vkDestroyShaderModule( + VkDevice device, + VkShaderModule shaderModule, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreatePipelineCache( + VkDevice device, + const VkPipelineCacheCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkPipelineCache* pPipelineCache); + +VKAPI_ATTR void VKAPI_CALL vkDestroyPipelineCache( + VkDevice device, + VkPipelineCache pipelineCache, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPipelineCacheData( + VkDevice device, + VkPipelineCache pipelineCache, + size_t* pDataSize, + void* pData); + +VKAPI_ATTR VkResult VKAPI_CALL vkMergePipelineCaches( + VkDevice device, + VkPipelineCache dstCache, + uint32_t srcCacheCount, + const VkPipelineCache* pSrcCaches); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateGraphicsPipelines( + VkDevice device, + VkPipelineCache pipelineCache, + uint32_t createInfoCount, + const VkGraphicsPipelineCreateInfo* pCreateInfos, + const VkAllocationCallbacks* pAllocator, + VkPipeline* pPipelines); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateComputePipelines( + VkDevice device, + VkPipelineCache pipelineCache, + uint32_t createInfoCount, + const VkComputePipelineCreateInfo* pCreateInfos, + const VkAllocationCallbacks* pAllocator, + VkPipeline* pPipelines); + +VKAPI_ATTR void VKAPI_CALL vkDestroyPipeline( + VkDevice device, + VkPipeline pipeline, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreatePipelineLayout( + VkDevice device, + const VkPipelineLayoutCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkPipelineLayout* pPipelineLayout); + +VKAPI_ATTR void VKAPI_CALL vkDestroyPipelineLayout( + VkDevice device, + VkPipelineLayout pipelineLayout, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateSampler( + VkDevice device, + const VkSamplerCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkSampler* pSampler); + +VKAPI_ATTR void VKAPI_CALL vkDestroySampler( + VkDevice device, + VkSampler sampler, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDescriptorSetLayout( + VkDevice device, + const VkDescriptorSetLayoutCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDescriptorSetLayout* pSetLayout); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorSetLayout( + VkDevice device, + VkDescriptorSetLayout descriptorSetLayout, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDescriptorPool( + VkDevice device, + const VkDescriptorPoolCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDescriptorPool* pDescriptorPool); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorPool( + VkDevice device, + VkDescriptorPool descriptorPool, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkResetDescriptorPool( + VkDevice device, + VkDescriptorPool descriptorPool, + VkDescriptorPoolResetFlags flags); + +VKAPI_ATTR VkResult VKAPI_CALL vkAllocateDescriptorSets( + VkDevice device, + const VkDescriptorSetAllocateInfo* pAllocateInfo, + VkDescriptorSet* pDescriptorSets); + +VKAPI_ATTR VkResult VKAPI_CALL vkFreeDescriptorSets( + VkDevice device, + VkDescriptorPool descriptorPool, + uint32_t descriptorSetCount, + const VkDescriptorSet* pDescriptorSets); + +VKAPI_ATTR void VKAPI_CALL vkUpdateDescriptorSets( + VkDevice device, + uint32_t descriptorWriteCount, + const VkWriteDescriptorSet* pDescriptorWrites, + uint32_t descriptorCopyCount, + const VkCopyDescriptorSet* pDescriptorCopies); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateFramebuffer( + VkDevice device, + const VkFramebufferCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkFramebuffer* pFramebuffer); + +VKAPI_ATTR void VKAPI_CALL vkDestroyFramebuffer( + VkDevice device, + VkFramebuffer framebuffer, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateRenderPass( + VkDevice device, + const VkRenderPassCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkRenderPass* pRenderPass); + +VKAPI_ATTR void VKAPI_CALL vkDestroyRenderPass( + VkDevice device, + VkRenderPass renderPass, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkGetRenderAreaGranularity( + VkDevice device, + VkRenderPass renderPass, + VkExtent2D* pGranularity); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateCommandPool( + VkDevice device, + const VkCommandPoolCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkCommandPool* pCommandPool); + +VKAPI_ATTR void VKAPI_CALL vkDestroyCommandPool( + VkDevice device, + VkCommandPool commandPool, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkResetCommandPool( + VkDevice device, + VkCommandPool commandPool, + VkCommandPoolResetFlags flags); + +VKAPI_ATTR VkResult VKAPI_CALL vkAllocateCommandBuffers( + VkDevice device, + const VkCommandBufferAllocateInfo* pAllocateInfo, + VkCommandBuffer* pCommandBuffers); + +VKAPI_ATTR void VKAPI_CALL vkFreeCommandBuffers( + VkDevice device, + VkCommandPool commandPool, + uint32_t commandBufferCount, + const VkCommandBuffer* pCommandBuffers); + +VKAPI_ATTR VkResult VKAPI_CALL vkBeginCommandBuffer( + VkCommandBuffer commandBuffer, + const VkCommandBufferBeginInfo* pBeginInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkEndCommandBuffer( + VkCommandBuffer commandBuffer); + +VKAPI_ATTR VkResult VKAPI_CALL vkResetCommandBuffer( + VkCommandBuffer commandBuffer, + VkCommandBufferResetFlags flags); + +VKAPI_ATTR void VKAPI_CALL vkCmdBindPipeline( + VkCommandBuffer commandBuffer, + VkPipelineBindPoint pipelineBindPoint, + VkPipeline pipeline); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetViewport( + VkCommandBuffer commandBuffer, + uint32_t firstViewport, + uint32_t viewportCount, + const VkViewport* pViewports); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetScissor( + VkCommandBuffer commandBuffer, + uint32_t firstScissor, + uint32_t scissorCount, + const VkRect2D* pScissors); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetLineWidth( + VkCommandBuffer commandBuffer, + float lineWidth); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBias( + VkCommandBuffer commandBuffer, + float depthBiasConstantFactor, + float depthBiasClamp, + float depthBiasSlopeFactor); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetBlendConstants( + VkCommandBuffer commandBuffer, + const float blendConstants[4]); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBounds( + VkCommandBuffer commandBuffer, + float minDepthBounds, + float maxDepthBounds); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilCompareMask( + VkCommandBuffer commandBuffer, + VkStencilFaceFlags faceMask, + uint32_t compareMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilWriteMask( + VkCommandBuffer commandBuffer, + VkStencilFaceFlags faceMask, + uint32_t writeMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilReference( + VkCommandBuffer commandBuffer, + VkStencilFaceFlags faceMask, + uint32_t reference); + +VKAPI_ATTR void VKAPI_CALL vkCmdBindDescriptorSets( + VkCommandBuffer commandBuffer, + VkPipelineBindPoint pipelineBindPoint, + VkPipelineLayout layout, + uint32_t firstSet, + uint32_t descriptorSetCount, + const VkDescriptorSet* pDescriptorSets, + uint32_t dynamicOffsetCount, + const uint32_t* pDynamicOffsets); + +VKAPI_ATTR void VKAPI_CALL vkCmdBindIndexBuffer( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkIndexType indexType); + +VKAPI_ATTR void VKAPI_CALL vkCmdBindVertexBuffers( + VkCommandBuffer commandBuffer, + uint32_t firstBinding, + uint32_t bindingCount, + const VkBuffer* pBuffers, + const VkDeviceSize* pOffsets); + +VKAPI_ATTR void VKAPI_CALL vkCmdDraw( + VkCommandBuffer commandBuffer, + uint32_t vertexCount, + uint32_t instanceCount, + uint32_t firstVertex, + uint32_t firstInstance); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexed( + VkCommandBuffer commandBuffer, + uint32_t indexCount, + uint32_t instanceCount, + uint32_t firstIndex, + int32_t vertexOffset, + uint32_t firstInstance); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndirect( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + uint32_t drawCount, + uint32_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexedIndirect( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + uint32_t drawCount, + uint32_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdDispatch( + VkCommandBuffer commandBuffer, + uint32_t groupCountX, + uint32_t groupCountY, + uint32_t groupCountZ); + +VKAPI_ATTR void VKAPI_CALL vkCmdDispatchIndirect( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyBuffer( + VkCommandBuffer commandBuffer, + VkBuffer srcBuffer, + VkBuffer dstBuffer, + uint32_t regionCount, + const VkBufferCopy* pRegions); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyImage( + VkCommandBuffer commandBuffer, + VkImage srcImage, + VkImageLayout srcImageLayout, + VkImage dstImage, + VkImageLayout dstImageLayout, + uint32_t regionCount, + const VkImageCopy* pRegions); + +VKAPI_ATTR void VKAPI_CALL vkCmdBlitImage( + VkCommandBuffer commandBuffer, + VkImage srcImage, + VkImageLayout srcImageLayout, + VkImage dstImage, + VkImageLayout dstImageLayout, + uint32_t regionCount, + const VkImageBlit* pRegions, + VkFilter filter); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyBufferToImage( + VkCommandBuffer commandBuffer, + VkBuffer srcBuffer, + VkImage dstImage, + VkImageLayout dstImageLayout, + uint32_t regionCount, + const VkBufferImageCopy* pRegions); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyImageToBuffer( + VkCommandBuffer commandBuffer, + VkImage srcImage, + VkImageLayout srcImageLayout, + VkBuffer dstBuffer, + uint32_t regionCount, + const VkBufferImageCopy* pRegions); + +VKAPI_ATTR void VKAPI_CALL vkCmdUpdateBuffer( + VkCommandBuffer commandBuffer, + VkBuffer dstBuffer, + VkDeviceSize dstOffset, + VkDeviceSize dataSize, + const void* pData); + +VKAPI_ATTR void VKAPI_CALL vkCmdFillBuffer( + VkCommandBuffer commandBuffer, + VkBuffer dstBuffer, + VkDeviceSize dstOffset, + VkDeviceSize size, + uint32_t data); + +VKAPI_ATTR void VKAPI_CALL vkCmdClearColorImage( + VkCommandBuffer commandBuffer, + VkImage image, + VkImageLayout imageLayout, + const VkClearColorValue* pColor, + uint32_t rangeCount, + const VkImageSubresourceRange* pRanges); + +VKAPI_ATTR void VKAPI_CALL vkCmdClearDepthStencilImage( + VkCommandBuffer commandBuffer, + VkImage image, + VkImageLayout imageLayout, + const VkClearDepthStencilValue* pDepthStencil, + uint32_t rangeCount, + const VkImageSubresourceRange* pRanges); + +VKAPI_ATTR void VKAPI_CALL vkCmdClearAttachments( + VkCommandBuffer commandBuffer, + uint32_t attachmentCount, + const VkClearAttachment* pAttachments, + uint32_t rectCount, + const VkClearRect* pRects); + +VKAPI_ATTR void VKAPI_CALL vkCmdResolveImage( + VkCommandBuffer commandBuffer, + VkImage srcImage, + VkImageLayout srcImageLayout, + VkImage dstImage, + VkImageLayout dstImageLayout, + uint32_t regionCount, + const VkImageResolve* pRegions); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetEvent( + VkCommandBuffer commandBuffer, + VkEvent event, + VkPipelineStageFlags stageMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdResetEvent( + VkCommandBuffer commandBuffer, + VkEvent event, + VkPipelineStageFlags stageMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdWaitEvents( + VkCommandBuffer commandBuffer, + uint32_t eventCount, + const VkEvent* pEvents, + VkPipelineStageFlags srcStageMask, + VkPipelineStageFlags dstStageMask, + uint32_t memoryBarrierCount, + const VkMemoryBarrier* pMemoryBarriers, + uint32_t bufferMemoryBarrierCount, + const VkBufferMemoryBarrier* pBufferMemoryBarriers, + uint32_t imageMemoryBarrierCount, + const VkImageMemoryBarrier* pImageMemoryBarriers); + +VKAPI_ATTR void VKAPI_CALL vkCmdPipelineBarrier( + VkCommandBuffer commandBuffer, + VkPipelineStageFlags srcStageMask, + VkPipelineStageFlags dstStageMask, + VkDependencyFlags dependencyFlags, + uint32_t memoryBarrierCount, + const VkMemoryBarrier* pMemoryBarriers, + uint32_t bufferMemoryBarrierCount, + const VkBufferMemoryBarrier* pBufferMemoryBarriers, + uint32_t imageMemoryBarrierCount, + const VkImageMemoryBarrier* pImageMemoryBarriers); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginQuery( + VkCommandBuffer commandBuffer, + VkQueryPool queryPool, + uint32_t query, + VkQueryControlFlags flags); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndQuery( + VkCommandBuffer commandBuffer, + VkQueryPool queryPool, + uint32_t query); + +VKAPI_ATTR void VKAPI_CALL vkCmdResetQueryPool( + VkCommandBuffer commandBuffer, + VkQueryPool queryPool, + uint32_t firstQuery, + uint32_t queryCount); + +VKAPI_ATTR void VKAPI_CALL vkCmdWriteTimestamp( + VkCommandBuffer commandBuffer, + VkPipelineStageFlagBits pipelineStage, + VkQueryPool queryPool, + uint32_t query); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyQueryPoolResults( + VkCommandBuffer commandBuffer, + VkQueryPool queryPool, + uint32_t firstQuery, + uint32_t queryCount, + VkBuffer dstBuffer, + VkDeviceSize dstOffset, + VkDeviceSize stride, + VkQueryResultFlags flags); + +VKAPI_ATTR void VKAPI_CALL vkCmdPushConstants( + VkCommandBuffer commandBuffer, + VkPipelineLayout layout, + VkShaderStageFlags stageFlags, + uint32_t offset, + uint32_t size, + const void* pValues); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginRenderPass( + VkCommandBuffer commandBuffer, + const VkRenderPassBeginInfo* pRenderPassBegin, + VkSubpassContents contents); + +VKAPI_ATTR void VKAPI_CALL vkCmdNextSubpass( + VkCommandBuffer commandBuffer, + VkSubpassContents contents); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndRenderPass( + VkCommandBuffer commandBuffer); + +VKAPI_ATTR void VKAPI_CALL vkCmdExecuteCommands( + VkCommandBuffer commandBuffer, + uint32_t commandBufferCount, + const VkCommandBuffer* pCommandBuffers); +#endif -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceProperties(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceProperties* pProperties); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceQueueFamilyProperties(VkPhysicalDevice physicalDevice, - uint32_t* pQueueFamilyPropertyCount, - VkQueueFamilyProperties* pQueueFamilyProperties); +#define VK_VERSION_1_1 1 +// Vulkan 1.1 version number +#define VK_API_VERSION_1_1 VK_MAKE_API_VERSION(0, 1, 1, 0)// Patch version should always be set to 0 -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceMemoryProperties(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceMemoryProperties* pMemoryProperties); +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkSamplerYcbcrConversion) +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDescriptorUpdateTemplate) +#define VK_MAX_DEVICE_GROUP_SIZE 32U +#define VK_LUID_SIZE 8U +#define VK_QUEUE_FAMILY_EXTERNAL (~1U) -VKAPI_ATTR PFN_vkVoidFunction VKAPI_CALL vkGetInstanceProcAddr(VkInstance instance, const char* pName); +typedef enum VkPointClippingBehavior { + VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES = 0, + VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY = 1, + VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES_KHR = VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES, + VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY_KHR = VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY, + VK_POINT_CLIPPING_BEHAVIOR_MAX_ENUM = 0x7FFFFFFF +} VkPointClippingBehavior; -VKAPI_ATTR PFN_vkVoidFunction VKAPI_CALL vkGetDeviceProcAddr(VkDevice device, const char* pName); +typedef enum VkTessellationDomainOrigin { + VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT = 0, + VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT = 1, + VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT_KHR = VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT, + VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT_KHR = VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT, + VK_TESSELLATION_DOMAIN_ORIGIN_MAX_ENUM = 0x7FFFFFFF +} VkTessellationDomainOrigin; -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDevice(VkPhysicalDevice physicalDevice, const VkDeviceCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkDevice* pDevice); +typedef enum VkSamplerYcbcrModelConversion { + VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY = 0, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_IDENTITY = 1, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_709 = 2, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_601 = 3, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020 = 4, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_IDENTITY_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_IDENTITY, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_709_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_709, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_601_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_601, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020, + VK_SAMPLER_YCBCR_MODEL_CONVERSION_MAX_ENUM = 0x7FFFFFFF +} VkSamplerYcbcrModelConversion; -VKAPI_ATTR void VKAPI_CALL vkDestroyDevice(VkDevice device, const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateInstanceExtensionProperties(const char* pLayerName, uint32_t* pPropertyCount, - VkExtensionProperties* pProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateDeviceExtensionProperties(VkPhysicalDevice physicalDevice, - const char* pLayerName, uint32_t* pPropertyCount, - VkExtensionProperties* pProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateInstanceLayerProperties(uint32_t* pPropertyCount, - VkLayerProperties* pProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateDeviceLayerProperties(VkPhysicalDevice physicalDevice, - uint32_t* pPropertyCount, - VkLayerProperties* pProperties); - -VKAPI_ATTR void VKAPI_CALL vkGetDeviceQueue(VkDevice device, uint32_t queueFamilyIndex, uint32_t queueIndex, - VkQueue* pQueue); - -VKAPI_ATTR VkResult VKAPI_CALL vkQueueSubmit(VkQueue queue, uint32_t submitCount, const VkSubmitInfo* pSubmits, - VkFence fence); - -VKAPI_ATTR VkResult VKAPI_CALL vkQueueWaitIdle(VkQueue queue); - -VKAPI_ATTR VkResult VKAPI_CALL vkDeviceWaitIdle(VkDevice device); - -VKAPI_ATTR VkResult VKAPI_CALL vkAllocateMemory(VkDevice device, const VkMemoryAllocateInfo* pAllocateInfo, - const VkAllocationCallbacks* pAllocator, VkDeviceMemory* pMemory); - -VKAPI_ATTR void VKAPI_CALL vkFreeMemory(VkDevice device, VkDeviceMemory memory, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkMapMemory(VkDevice device, VkDeviceMemory memory, VkDeviceSize offset, - VkDeviceSize size, VkMemoryMapFlags flags, void** ppData); - -VKAPI_ATTR void VKAPI_CALL vkUnmapMemory(VkDevice device, VkDeviceMemory memory); - -VKAPI_ATTR VkResult VKAPI_CALL vkFlushMappedMemoryRanges(VkDevice device, uint32_t memoryRangeCount, - const VkMappedMemoryRange* pMemoryRanges); - -VKAPI_ATTR VkResult VKAPI_CALL vkInvalidateMappedMemoryRanges(VkDevice device, uint32_t memoryRangeCount, - const VkMappedMemoryRange* pMemoryRanges); - -VKAPI_ATTR void VKAPI_CALL vkGetDeviceMemoryCommitment(VkDevice device, VkDeviceMemory memory, - VkDeviceSize* pCommittedMemoryInBytes); - -VKAPI_ATTR VkResult VKAPI_CALL vkBindBufferMemory(VkDevice device, VkBuffer buffer, VkDeviceMemory memory, - VkDeviceSize memoryOffset); - -VKAPI_ATTR VkResult VKAPI_CALL vkBindImageMemory(VkDevice device, VkImage image, VkDeviceMemory memory, - VkDeviceSize memoryOffset); - -VKAPI_ATTR void VKAPI_CALL vkGetBufferMemoryRequirements(VkDevice device, VkBuffer buffer, - VkMemoryRequirements* pMemoryRequirements); - -VKAPI_ATTR void VKAPI_CALL vkGetImageMemoryRequirements(VkDevice device, VkImage image, - VkMemoryRequirements* pMemoryRequirements); - -VKAPI_ATTR void VKAPI_CALL -vkGetImageSparseMemoryRequirements(VkDevice device, VkImage image, uint32_t* pSparseMemoryRequirementCount, - VkSparseImageMemoryRequirements* pSparseMemoryRequirements); - -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceSparseImageFormatProperties(VkPhysicalDevice physicalDevice, - VkFormat format, VkImageType type, - VkSampleCountFlagBits samples, - VkImageUsageFlags usage, VkImageTiling tiling, - uint32_t* pPropertyCount, - VkSparseImageFormatProperties* pProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkQueueBindSparse(VkQueue queue, uint32_t bindInfoCount, - const VkBindSparseInfo* pBindInfo, VkFence fence); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateFence(VkDevice device, const VkFenceCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkFence* pFence); - -VKAPI_ATTR void VKAPI_CALL vkDestroyFence(VkDevice device, VkFence fence, const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkResetFences(VkDevice device, uint32_t fenceCount, const VkFence* pFences); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetFenceStatus(VkDevice device, VkFence fence); - -VKAPI_ATTR VkResult VKAPI_CALL vkWaitForFences(VkDevice device, uint32_t fenceCount, const VkFence* pFences, - VkBool32 waitAll, uint64_t timeout); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateSemaphore(VkDevice device, const VkSemaphoreCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkSemaphore* pSemaphore); - -VKAPI_ATTR void VKAPI_CALL vkDestroySemaphore(VkDevice device, VkSemaphore semaphore, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateEvent(VkDevice device, const VkEventCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkEvent* pEvent); - -VKAPI_ATTR void VKAPI_CALL vkDestroyEvent(VkDevice device, VkEvent event, const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetEventStatus(VkDevice device, VkEvent event); - -VKAPI_ATTR VkResult VKAPI_CALL vkSetEvent(VkDevice device, VkEvent event); - -VKAPI_ATTR VkResult VKAPI_CALL vkResetEvent(VkDevice device, VkEvent event); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateQueryPool(VkDevice device, const VkQueryPoolCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkQueryPool* pQueryPool); - -VKAPI_ATTR void VKAPI_CALL vkDestroyQueryPool(VkDevice device, VkQueryPool queryPool, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetQueryPoolResults(VkDevice device, VkQueryPool queryPool, uint32_t firstQuery, - uint32_t queryCount, size_t dataSize, void* pData, - VkDeviceSize stride, VkQueryResultFlags flags); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateBuffer(VkDevice device, const VkBufferCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkBuffer* pBuffer); - -VKAPI_ATTR void VKAPI_CALL vkDestroyBuffer(VkDevice device, VkBuffer buffer, const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateBufferView(VkDevice device, const VkBufferViewCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkBufferView* pView); - -VKAPI_ATTR void VKAPI_CALL vkDestroyBufferView(VkDevice device, VkBufferView bufferView, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateImage(VkDevice device, const VkImageCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkImage* pImage); - -VKAPI_ATTR void VKAPI_CALL vkDestroyImage(VkDevice device, VkImage image, const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR void VKAPI_CALL vkGetImageSubresourceLayout(VkDevice device, VkImage image, - const VkImageSubresource* pSubresource, - VkSubresourceLayout* pLayout); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateImageView(VkDevice device, const VkImageViewCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkImageView* pView); - -VKAPI_ATTR void VKAPI_CALL vkDestroyImageView(VkDevice device, VkImageView imageView, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateShaderModule(VkDevice device, const VkShaderModuleCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkShaderModule* pShaderModule); - -VKAPI_ATTR void VKAPI_CALL vkDestroyShaderModule(VkDevice device, VkShaderModule shaderModule, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreatePipelineCache(VkDevice device, const VkPipelineCacheCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkPipelineCache* pPipelineCache); - -VKAPI_ATTR void VKAPI_CALL vkDestroyPipelineCache(VkDevice device, VkPipelineCache pipelineCache, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetPipelineCacheData(VkDevice device, VkPipelineCache pipelineCache, size_t* pDataSize, - void* pData); - -VKAPI_ATTR VkResult VKAPI_CALL vkMergePipelineCaches(VkDevice device, VkPipelineCache dstCache, uint32_t srcCacheCount, - const VkPipelineCache* pSrcCaches); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateGraphicsPipelines(VkDevice device, VkPipelineCache pipelineCache, - uint32_t createInfoCount, - const VkGraphicsPipelineCreateInfo* pCreateInfos, - const VkAllocationCallbacks* pAllocator, - VkPipeline* pPipelines); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateComputePipelines(VkDevice device, VkPipelineCache pipelineCache, - uint32_t createInfoCount, - const VkComputePipelineCreateInfo* pCreateInfos, - const VkAllocationCallbacks* pAllocator, - VkPipeline* pPipelines); - -VKAPI_ATTR void VKAPI_CALL vkDestroyPipeline(VkDevice device, VkPipeline pipeline, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreatePipelineLayout(VkDevice device, const VkPipelineLayoutCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkPipelineLayout* pPipelineLayout); - -VKAPI_ATTR void VKAPI_CALL vkDestroyPipelineLayout(VkDevice device, VkPipelineLayout pipelineLayout, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateSampler(VkDevice device, const VkSamplerCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkSampler* pSampler); - -VKAPI_ATTR void VKAPI_CALL vkDestroySampler(VkDevice device, VkSampler sampler, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDescriptorSetLayout(VkDevice device, - const VkDescriptorSetLayoutCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDescriptorSetLayout* pSetLayout); - -VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorSetLayout(VkDevice device, VkDescriptorSetLayout descriptorSetLayout, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDescriptorPool(VkDevice device, const VkDescriptorPoolCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDescriptorPool* pDescriptorPool); - -VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorPool(VkDevice device, VkDescriptorPool descriptorPool, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkResetDescriptorPool(VkDevice device, VkDescriptorPool descriptorPool, - VkDescriptorPoolResetFlags flags); - -VKAPI_ATTR VkResult VKAPI_CALL vkAllocateDescriptorSets(VkDevice device, - const VkDescriptorSetAllocateInfo* pAllocateInfo, - VkDescriptorSet* pDescriptorSets); - -VKAPI_ATTR VkResult VKAPI_CALL vkFreeDescriptorSets(VkDevice device, VkDescriptorPool descriptorPool, - uint32_t descriptorSetCount, - const VkDescriptorSet* pDescriptorSets); - -VKAPI_ATTR void VKAPI_CALL vkUpdateDescriptorSets(VkDevice device, uint32_t descriptorWriteCount, - const VkWriteDescriptorSet* pDescriptorWrites, - uint32_t descriptorCopyCount, - const VkCopyDescriptorSet* pDescriptorCopies); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateFramebuffer(VkDevice device, const VkFramebufferCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkFramebuffer* pFramebuffer); - -VKAPI_ATTR void VKAPI_CALL vkDestroyFramebuffer(VkDevice device, VkFramebuffer framebuffer, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateRenderPass(VkDevice device, const VkRenderPassCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkRenderPass* pRenderPass); - -VKAPI_ATTR void VKAPI_CALL vkDestroyRenderPass(VkDevice device, VkRenderPass renderPass, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR void VKAPI_CALL vkGetRenderAreaGranularity(VkDevice device, VkRenderPass renderPass, - VkExtent2D* pGranularity); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateCommandPool(VkDevice device, const VkCommandPoolCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkCommandPool* pCommandPool); - -VKAPI_ATTR void VKAPI_CALL vkDestroyCommandPool(VkDevice device, VkCommandPool commandPool, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkResetCommandPool(VkDevice device, VkCommandPool commandPool, - VkCommandPoolResetFlags flags); - -VKAPI_ATTR VkResult VKAPI_CALL vkAllocateCommandBuffers(VkDevice device, - const VkCommandBufferAllocateInfo* pAllocateInfo, - VkCommandBuffer* pCommandBuffers); - -VKAPI_ATTR void VKAPI_CALL vkFreeCommandBuffers(VkDevice device, VkCommandPool commandPool, uint32_t commandBufferCount, - const VkCommandBuffer* pCommandBuffers); - -VKAPI_ATTR VkResult VKAPI_CALL vkBeginCommandBuffer(VkCommandBuffer commandBuffer, - const VkCommandBufferBeginInfo* pBeginInfo); - -VKAPI_ATTR VkResult VKAPI_CALL vkEndCommandBuffer(VkCommandBuffer commandBuffer); - -VKAPI_ATTR VkResult VKAPI_CALL vkResetCommandBuffer(VkCommandBuffer commandBuffer, VkCommandBufferResetFlags flags); - -VKAPI_ATTR void VKAPI_CALL vkCmdBindPipeline(VkCommandBuffer commandBuffer, VkPipelineBindPoint pipelineBindPoint, - VkPipeline pipeline); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetViewport(VkCommandBuffer commandBuffer, uint32_t firstViewport, - uint32_t viewportCount, const VkViewport* pViewports); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetScissor(VkCommandBuffer commandBuffer, uint32_t firstScissor, uint32_t scissorCount, - const VkRect2D* pScissors); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetLineWidth(VkCommandBuffer commandBuffer, float lineWidth); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBias(VkCommandBuffer commandBuffer, float depthBiasConstantFactor, - float depthBiasClamp, float depthBiasSlopeFactor); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetBlendConstants(VkCommandBuffer commandBuffer, const float blendConstants[4]); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBounds(VkCommandBuffer commandBuffer, float minDepthBounds, - float maxDepthBounds); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilCompareMask(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, - uint32_t compareMask); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilWriteMask(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, - uint32_t writeMask); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilReference(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, - uint32_t reference); - -VKAPI_ATTR void VKAPI_CALL vkCmdBindDescriptorSets(VkCommandBuffer commandBuffer, VkPipelineBindPoint pipelineBindPoint, - VkPipelineLayout layout, uint32_t firstSet, - uint32_t descriptorSetCount, const VkDescriptorSet* pDescriptorSets, - uint32_t dynamicOffsetCount, const uint32_t* pDynamicOffsets); - -VKAPI_ATTR void VKAPI_CALL vkCmdBindIndexBuffer(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, - VkIndexType indexType); - -VKAPI_ATTR void VKAPI_CALL vkCmdBindVertexBuffers(VkCommandBuffer commandBuffer, uint32_t firstBinding, - uint32_t bindingCount, const VkBuffer* pBuffers, - const VkDeviceSize* pOffsets); - -VKAPI_ATTR void VKAPI_CALL vkCmdDraw(VkCommandBuffer commandBuffer, uint32_t vertexCount, uint32_t instanceCount, - uint32_t firstVertex, uint32_t firstInstance); - -VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexed(VkCommandBuffer commandBuffer, uint32_t indexCount, uint32_t instanceCount, - uint32_t firstIndex, int32_t vertexOffset, uint32_t firstInstance); - -VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndirect(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, - uint32_t drawCount, uint32_t stride); - -VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexedIndirect(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, - uint32_t drawCount, uint32_t stride); - -VKAPI_ATTR void VKAPI_CALL vkCmdDispatch(VkCommandBuffer commandBuffer, uint32_t groupCountX, uint32_t groupCountY, - uint32_t groupCountZ); - -VKAPI_ATTR void VKAPI_CALL vkCmdDispatchIndirect(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset); - -VKAPI_ATTR void VKAPI_CALL vkCmdCopyBuffer(VkCommandBuffer commandBuffer, VkBuffer srcBuffer, VkBuffer dstBuffer, - uint32_t regionCount, const VkBufferCopy* pRegions); - -VKAPI_ATTR void VKAPI_CALL vkCmdCopyImage(VkCommandBuffer commandBuffer, VkImage srcImage, VkImageLayout srcImageLayout, - VkImage dstImage, VkImageLayout dstImageLayout, uint32_t regionCount, - const VkImageCopy* pRegions); - -VKAPI_ATTR void VKAPI_CALL vkCmdBlitImage(VkCommandBuffer commandBuffer, VkImage srcImage, VkImageLayout srcImageLayout, - VkImage dstImage, VkImageLayout dstImageLayout, uint32_t regionCount, - const VkImageBlit* pRegions, VkFilter filter); - -VKAPI_ATTR void VKAPI_CALL vkCmdCopyBufferToImage(VkCommandBuffer commandBuffer, VkBuffer srcBuffer, VkImage dstImage, - VkImageLayout dstImageLayout, uint32_t regionCount, - const VkBufferImageCopy* pRegions); - -VKAPI_ATTR void VKAPI_CALL vkCmdCopyImageToBuffer(VkCommandBuffer commandBuffer, VkImage srcImage, - VkImageLayout srcImageLayout, VkBuffer dstBuffer, - uint32_t regionCount, const VkBufferImageCopy* pRegions); - -VKAPI_ATTR void VKAPI_CALL vkCmdUpdateBuffer(VkCommandBuffer commandBuffer, VkBuffer dstBuffer, VkDeviceSize dstOffset, - VkDeviceSize dataSize, const void* pData); - -VKAPI_ATTR void VKAPI_CALL vkCmdFillBuffer(VkCommandBuffer commandBuffer, VkBuffer dstBuffer, VkDeviceSize dstOffset, - VkDeviceSize size, uint32_t data); - -VKAPI_ATTR void VKAPI_CALL vkCmdClearColorImage(VkCommandBuffer commandBuffer, VkImage image, VkImageLayout imageLayout, - const VkClearColorValue* pColor, uint32_t rangeCount, - const VkImageSubresourceRange* pRanges); - -VKAPI_ATTR void VKAPI_CALL vkCmdClearDepthStencilImage(VkCommandBuffer commandBuffer, VkImage image, - VkImageLayout imageLayout, - const VkClearDepthStencilValue* pDepthStencil, - uint32_t rangeCount, const VkImageSubresourceRange* pRanges); - -VKAPI_ATTR void VKAPI_CALL vkCmdClearAttachments(VkCommandBuffer commandBuffer, uint32_t attachmentCount, - const VkClearAttachment* pAttachments, uint32_t rectCount, - const VkClearRect* pRects); - -VKAPI_ATTR void VKAPI_CALL vkCmdResolveImage(VkCommandBuffer commandBuffer, VkImage srcImage, - VkImageLayout srcImageLayout, VkImage dstImage, - VkImageLayout dstImageLayout, uint32_t regionCount, - const VkImageResolve* pRegions); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetEvent(VkCommandBuffer commandBuffer, VkEvent event, VkPipelineStageFlags stageMask); - -VKAPI_ATTR void VKAPI_CALL vkCmdResetEvent(VkCommandBuffer commandBuffer, VkEvent event, - VkPipelineStageFlags stageMask); - -VKAPI_ATTR void VKAPI_CALL vkCmdWaitEvents(VkCommandBuffer commandBuffer, uint32_t eventCount, const VkEvent* pEvents, - VkPipelineStageFlags srcStageMask, VkPipelineStageFlags dstStageMask, - uint32_t memoryBarrierCount, const VkMemoryBarrier* pMemoryBarriers, - uint32_t bufferMemoryBarrierCount, - const VkBufferMemoryBarrier* pBufferMemoryBarriers, - uint32_t imageMemoryBarrierCount, - const VkImageMemoryBarrier* pImageMemoryBarriers); - -VKAPI_ATTR void VKAPI_CALL vkCmdPipelineBarrier(VkCommandBuffer commandBuffer, VkPipelineStageFlags srcStageMask, - VkPipelineStageFlags dstStageMask, VkDependencyFlags dependencyFlags, - uint32_t memoryBarrierCount, const VkMemoryBarrier* pMemoryBarriers, - uint32_t bufferMemoryBarrierCount, - const VkBufferMemoryBarrier* pBufferMemoryBarriers, - uint32_t imageMemoryBarrierCount, - const VkImageMemoryBarrier* pImageMemoryBarriers); - -VKAPI_ATTR void VKAPI_CALL vkCmdBeginQuery(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query, - VkQueryControlFlags flags); - -VKAPI_ATTR void VKAPI_CALL vkCmdEndQuery(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query); - -VKAPI_ATTR void VKAPI_CALL vkCmdResetQueryPool(VkCommandBuffer commandBuffer, VkQueryPool queryPool, - uint32_t firstQuery, uint32_t queryCount); - -VKAPI_ATTR void VKAPI_CALL vkCmdWriteTimestamp(VkCommandBuffer commandBuffer, VkPipelineStageFlagBits pipelineStage, - VkQueryPool queryPool, uint32_t query); - -VKAPI_ATTR void VKAPI_CALL vkCmdCopyQueryPoolResults(VkCommandBuffer commandBuffer, VkQueryPool queryPool, - uint32_t firstQuery, uint32_t queryCount, VkBuffer dstBuffer, - VkDeviceSize dstOffset, VkDeviceSize stride, - VkQueryResultFlags flags); - -VKAPI_ATTR void VKAPI_CALL vkCmdPushConstants(VkCommandBuffer commandBuffer, VkPipelineLayout layout, - VkShaderStageFlags stageFlags, uint32_t offset, uint32_t size, - const void* pValues); - -VKAPI_ATTR void VKAPI_CALL vkCmdBeginRenderPass(VkCommandBuffer commandBuffer, - const VkRenderPassBeginInfo* pRenderPassBegin, - VkSubpassContents contents); - -VKAPI_ATTR void VKAPI_CALL vkCmdNextSubpass(VkCommandBuffer commandBuffer, VkSubpassContents contents); - -VKAPI_ATTR void VKAPI_CALL vkCmdEndRenderPass(VkCommandBuffer commandBuffer); - -VKAPI_ATTR void VKAPI_CALL vkCmdExecuteCommands(VkCommandBuffer commandBuffer, uint32_t commandBufferCount, - const VkCommandBuffer* pCommandBuffers); -#endif - -#define VK_VERSION_1_1 1 -// Vulkan 1.1 version number -#define VK_API_VERSION_1_1 VK_MAKE_VERSION(1, 1, 0) // Patch version should always be set to 0 - -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkSamplerYcbcrConversion) -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDescriptorUpdateTemplate) - -#define VK_MAX_DEVICE_GROUP_SIZE 32 -#define VK_LUID_SIZE 8 -#define VK_QUEUE_FAMILY_EXTERNAL (~0U - 1) - -typedef enum VkPointClippingBehavior { - VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES = 0, - VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY = 1, - VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES_KHR = VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES, - VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY_KHR = VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY, - VK_POINT_CLIPPING_BEHAVIOR_BEGIN_RANGE = VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES, - VK_POINT_CLIPPING_BEHAVIOR_END_RANGE = VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY, - VK_POINT_CLIPPING_BEHAVIOR_RANGE_SIZE = - (VK_POINT_CLIPPING_BEHAVIOR_USER_CLIP_PLANES_ONLY - VK_POINT_CLIPPING_BEHAVIOR_ALL_CLIP_PLANES + 1), - VK_POINT_CLIPPING_BEHAVIOR_MAX_ENUM = 0x7FFFFFFF -} VkPointClippingBehavior; - -typedef enum VkTessellationDomainOrigin { - VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT = 0, - VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT = 1, - VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT_KHR = VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT, - VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT_KHR = VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT, - VK_TESSELLATION_DOMAIN_ORIGIN_BEGIN_RANGE = VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT, - VK_TESSELLATION_DOMAIN_ORIGIN_END_RANGE = VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT, - VK_TESSELLATION_DOMAIN_ORIGIN_RANGE_SIZE = - (VK_TESSELLATION_DOMAIN_ORIGIN_LOWER_LEFT - VK_TESSELLATION_DOMAIN_ORIGIN_UPPER_LEFT + 1), - VK_TESSELLATION_DOMAIN_ORIGIN_MAX_ENUM = 0x7FFFFFFF -} VkTessellationDomainOrigin; - -typedef enum VkSamplerYcbcrModelConversion { - VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY = 0, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_IDENTITY = 1, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_709 = 2, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_601 = 3, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020 = 4, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_IDENTITY_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_IDENTITY, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_709_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_709, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_601_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_601, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020_KHR = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_BEGIN_RANGE = VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_END_RANGE = VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020, - VK_SAMPLER_YCBCR_MODEL_CONVERSION_RANGE_SIZE = - (VK_SAMPLER_YCBCR_MODEL_CONVERSION_YCBCR_2020 - VK_SAMPLER_YCBCR_MODEL_CONVERSION_RGB_IDENTITY + 1), - VK_SAMPLER_YCBCR_MODEL_CONVERSION_MAX_ENUM = 0x7FFFFFFF -} VkSamplerYcbcrModelConversion; - -typedef enum VkSamplerYcbcrRange { - VK_SAMPLER_YCBCR_RANGE_ITU_FULL = 0, - VK_SAMPLER_YCBCR_RANGE_ITU_NARROW = 1, - VK_SAMPLER_YCBCR_RANGE_ITU_FULL_KHR = VK_SAMPLER_YCBCR_RANGE_ITU_FULL, - VK_SAMPLER_YCBCR_RANGE_ITU_NARROW_KHR = VK_SAMPLER_YCBCR_RANGE_ITU_NARROW, - VK_SAMPLER_YCBCR_RANGE_BEGIN_RANGE = VK_SAMPLER_YCBCR_RANGE_ITU_FULL, - VK_SAMPLER_YCBCR_RANGE_END_RANGE = VK_SAMPLER_YCBCR_RANGE_ITU_NARROW, - VK_SAMPLER_YCBCR_RANGE_RANGE_SIZE = (VK_SAMPLER_YCBCR_RANGE_ITU_NARROW - VK_SAMPLER_YCBCR_RANGE_ITU_FULL + 1), - VK_SAMPLER_YCBCR_RANGE_MAX_ENUM = 0x7FFFFFFF -} VkSamplerYcbcrRange; +typedef enum VkSamplerYcbcrRange { + VK_SAMPLER_YCBCR_RANGE_ITU_FULL = 0, + VK_SAMPLER_YCBCR_RANGE_ITU_NARROW = 1, + VK_SAMPLER_YCBCR_RANGE_ITU_FULL_KHR = VK_SAMPLER_YCBCR_RANGE_ITU_FULL, + VK_SAMPLER_YCBCR_RANGE_ITU_NARROW_KHR = VK_SAMPLER_YCBCR_RANGE_ITU_NARROW, + VK_SAMPLER_YCBCR_RANGE_MAX_ENUM = 0x7FFFFFFF +} VkSamplerYcbcrRange; typedef enum VkChromaLocation { - VK_CHROMA_LOCATION_COSITED_EVEN = 0, - VK_CHROMA_LOCATION_MIDPOINT = 1, + VK_CHROMA_LOCATION_COSITED_EVEN = 0, + VK_CHROMA_LOCATION_MIDPOINT = 1, VK_CHROMA_LOCATION_COSITED_EVEN_KHR = VK_CHROMA_LOCATION_COSITED_EVEN, - VK_CHROMA_LOCATION_MIDPOINT_KHR = VK_CHROMA_LOCATION_MIDPOINT, - VK_CHROMA_LOCATION_BEGIN_RANGE = VK_CHROMA_LOCATION_COSITED_EVEN, - VK_CHROMA_LOCATION_END_RANGE = VK_CHROMA_LOCATION_MIDPOINT, - VK_CHROMA_LOCATION_RANGE_SIZE = (VK_CHROMA_LOCATION_MIDPOINT - VK_CHROMA_LOCATION_COSITED_EVEN + 1), - VK_CHROMA_LOCATION_MAX_ENUM = 0x7FFFFFFF + VK_CHROMA_LOCATION_MIDPOINT_KHR = VK_CHROMA_LOCATION_MIDPOINT, + VK_CHROMA_LOCATION_MAX_ENUM = 0x7FFFFFFF } VkChromaLocation; typedef enum VkDescriptorUpdateTemplateType { - VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET = 0, + VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET = 0, VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_PUSH_DESCRIPTORS_KHR = 1, - VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET_KHR = VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET, - VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_BEGIN_RANGE = VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET, - VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_END_RANGE = VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET, - VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_RANGE_SIZE = - (VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET - VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET + 1), + VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET_KHR = VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_DESCRIPTOR_SET, VK_DESCRIPTOR_UPDATE_TEMPLATE_TYPE_MAX_ENUM = 0x7FFFFFFF } VkDescriptorUpdateTemplateType; typedef enum VkSubgroupFeatureFlagBits { - VK_SUBGROUP_FEATURE_BASIC_BIT = 0x00000001, - VK_SUBGROUP_FEATURE_VOTE_BIT = 0x00000002, - VK_SUBGROUP_FEATURE_ARITHMETIC_BIT = 0x00000004, - VK_SUBGROUP_FEATURE_BALLOT_BIT = 0x00000008, - VK_SUBGROUP_FEATURE_SHUFFLE_BIT = 0x00000010, + VK_SUBGROUP_FEATURE_BASIC_BIT = 0x00000001, + VK_SUBGROUP_FEATURE_VOTE_BIT = 0x00000002, + VK_SUBGROUP_FEATURE_ARITHMETIC_BIT = 0x00000004, + VK_SUBGROUP_FEATURE_BALLOT_BIT = 0x00000008, + VK_SUBGROUP_FEATURE_SHUFFLE_BIT = 0x00000010, VK_SUBGROUP_FEATURE_SHUFFLE_RELATIVE_BIT = 0x00000020, - VK_SUBGROUP_FEATURE_CLUSTERED_BIT = 0x00000040, - VK_SUBGROUP_FEATURE_QUAD_BIT = 0x00000080, - VK_SUBGROUP_FEATURE_PARTITIONED_BIT_NV = 0x00000100, - VK_SUBGROUP_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_SUBGROUP_FEATURE_CLUSTERED_BIT = 0x00000040, + VK_SUBGROUP_FEATURE_QUAD_BIT = 0x00000080, + VK_SUBGROUP_FEATURE_PARTITIONED_BIT_NV = 0x00000100, + VK_SUBGROUP_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkSubgroupFeatureFlagBits; typedef VkFlags VkSubgroupFeatureFlags; typedef enum VkPeerMemoryFeatureFlagBits { - VK_PEER_MEMORY_FEATURE_COPY_SRC_BIT = 0x00000001, - VK_PEER_MEMORY_FEATURE_COPY_DST_BIT = 0x00000002, - VK_PEER_MEMORY_FEATURE_GENERIC_SRC_BIT = 0x00000004, - VK_PEER_MEMORY_FEATURE_GENERIC_DST_BIT = 0x00000008, - VK_PEER_MEMORY_FEATURE_COPY_SRC_BIT_KHR = VK_PEER_MEMORY_FEATURE_COPY_SRC_BIT, - VK_PEER_MEMORY_FEATURE_COPY_DST_BIT_KHR = VK_PEER_MEMORY_FEATURE_COPY_DST_BIT, + VK_PEER_MEMORY_FEATURE_COPY_SRC_BIT = 0x00000001, + VK_PEER_MEMORY_FEATURE_COPY_DST_BIT = 0x00000002, + VK_PEER_MEMORY_FEATURE_GENERIC_SRC_BIT = 0x00000004, + VK_PEER_MEMORY_FEATURE_GENERIC_DST_BIT = 0x00000008, + VK_PEER_MEMORY_FEATURE_COPY_SRC_BIT_KHR = VK_PEER_MEMORY_FEATURE_COPY_SRC_BIT, + VK_PEER_MEMORY_FEATURE_COPY_DST_BIT_KHR = VK_PEER_MEMORY_FEATURE_COPY_DST_BIT, VK_PEER_MEMORY_FEATURE_GENERIC_SRC_BIT_KHR = VK_PEER_MEMORY_FEATURE_GENERIC_SRC_BIT, VK_PEER_MEMORY_FEATURE_GENERIC_DST_BIT_KHR = VK_PEER_MEMORY_FEATURE_GENERIC_DST_BIT, - VK_PEER_MEMORY_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_PEER_MEMORY_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkPeerMemoryFeatureFlagBits; typedef VkFlags VkPeerMemoryFeatureFlags; typedef enum VkMemoryAllocateFlagBits { - VK_MEMORY_ALLOCATE_DEVICE_MASK_BIT = 0x00000001, + VK_MEMORY_ALLOCATE_DEVICE_MASK_BIT = 0x00000001, + VK_MEMORY_ALLOCATE_DEVICE_ADDRESS_BIT = 0x00000002, + VK_MEMORY_ALLOCATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT = 0x00000004, VK_MEMORY_ALLOCATE_DEVICE_MASK_BIT_KHR = VK_MEMORY_ALLOCATE_DEVICE_MASK_BIT, - VK_MEMORY_ALLOCATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_MEMORY_ALLOCATE_DEVICE_ADDRESS_BIT_KHR = VK_MEMORY_ALLOCATE_DEVICE_ADDRESS_BIT, + VK_MEMORY_ALLOCATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT_KHR = VK_MEMORY_ALLOCATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT, + VK_MEMORY_ALLOCATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkMemoryAllocateFlagBits; typedef VkFlags VkMemoryAllocateFlags; typedef VkFlags VkCommandPoolTrimFlags; typedef VkFlags VkDescriptorUpdateTemplateCreateFlags; typedef enum VkExternalMemoryHandleTypeFlagBits { - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_FD_BIT = 0x00000001, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT = 0x00000002, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT = 0x00000004, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_BIT = 0x00000008, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_KMT_BIT = 0x00000010, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_HEAP_BIT = 0x00000020, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_RESOURCE_BIT = 0x00000040, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_DMA_BUF_BIT_EXT = 0x00000200, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_FD_BIT = 0x00000001, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT = 0x00000002, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT = 0x00000004, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_BIT = 0x00000008, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_KMT_BIT = 0x00000010, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_HEAP_BIT = 0x00000020, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_RESOURCE_BIT = 0x00000040, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_DMA_BUF_BIT_EXT = 0x00000200, VK_EXTERNAL_MEMORY_HANDLE_TYPE_ANDROID_HARDWARE_BUFFER_BIT_ANDROID = 0x00000400, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_HOST_ALLOCATION_BIT_EXT = 0x00000080, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_HOST_MAPPED_FOREIGN_MEMORY_BIT_EXT = 0x00000100, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_FD_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_FD_BIT, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_BIT, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_HOST_ALLOCATION_BIT_EXT = 0x00000080, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_HOST_MAPPED_FOREIGN_MEMORY_BIT_EXT = 0x00000100, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_ZIRCON_VMO_BIT_FUCHSIA = 0x00000800, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_RDMA_ADDRESS_BIT_NV = 0x00001000, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_FD_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_FD_BIT, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_BIT, VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_KMT_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_TEXTURE_KMT_BIT, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_HEAP_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_HEAP_BIT, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_RESOURCE_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_RESOURCE_BIT, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_HEAP_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_HEAP_BIT, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_RESOURCE_BIT_KHR = VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D12_RESOURCE_BIT, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkExternalMemoryHandleTypeFlagBits; typedef VkFlags VkExternalMemoryHandleTypeFlags; typedef enum VkExternalMemoryFeatureFlagBits { - VK_EXTERNAL_MEMORY_FEATURE_DEDICATED_ONLY_BIT = 0x00000001, - VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT = 0x00000002, - VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT = 0x00000004, + VK_EXTERNAL_MEMORY_FEATURE_DEDICATED_ONLY_BIT = 0x00000001, + VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT = 0x00000002, + VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT = 0x00000004, VK_EXTERNAL_MEMORY_FEATURE_DEDICATED_ONLY_BIT_KHR = VK_EXTERNAL_MEMORY_FEATURE_DEDICATED_ONLY_BIT, - VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT_KHR = VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT, - VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT_KHR = VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT, - VK_EXTERNAL_MEMORY_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT_KHR = VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT, + VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT_KHR = VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT, + VK_EXTERNAL_MEMORY_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkExternalMemoryFeatureFlagBits; typedef VkFlags VkExternalMemoryFeatureFlags; typedef enum VkExternalFenceHandleTypeFlagBits { - VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_FD_BIT = 0x00000001, - VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_BIT = 0x00000002, - VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT = 0x00000004, - VK_EXTERNAL_FENCE_HANDLE_TYPE_SYNC_FD_BIT = 0x00000008, - VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_FD_BIT_KHR = VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_FD_BIT, - VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_BIT_KHR = VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_BIT, + VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_FD_BIT = 0x00000001, + VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_BIT = 0x00000002, + VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT = 0x00000004, + VK_EXTERNAL_FENCE_HANDLE_TYPE_SYNC_FD_BIT = 0x00000008, + VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_FD_BIT_KHR = VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_FD_BIT, + VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_BIT_KHR = VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_BIT, VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT_KHR = VK_EXTERNAL_FENCE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT, - VK_EXTERNAL_FENCE_HANDLE_TYPE_SYNC_FD_BIT_KHR = VK_EXTERNAL_FENCE_HANDLE_TYPE_SYNC_FD_BIT, - VK_EXTERNAL_FENCE_HANDLE_TYPE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_EXTERNAL_FENCE_HANDLE_TYPE_SYNC_FD_BIT_KHR = VK_EXTERNAL_FENCE_HANDLE_TYPE_SYNC_FD_BIT, + VK_EXTERNAL_FENCE_HANDLE_TYPE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkExternalFenceHandleTypeFlagBits; typedef VkFlags VkExternalFenceHandleTypeFlags; typedef enum VkExternalFenceFeatureFlagBits { - VK_EXTERNAL_FENCE_FEATURE_EXPORTABLE_BIT = 0x00000001, - VK_EXTERNAL_FENCE_FEATURE_IMPORTABLE_BIT = 0x00000002, + VK_EXTERNAL_FENCE_FEATURE_EXPORTABLE_BIT = 0x00000001, + VK_EXTERNAL_FENCE_FEATURE_IMPORTABLE_BIT = 0x00000002, VK_EXTERNAL_FENCE_FEATURE_EXPORTABLE_BIT_KHR = VK_EXTERNAL_FENCE_FEATURE_EXPORTABLE_BIT, VK_EXTERNAL_FENCE_FEATURE_IMPORTABLE_BIT_KHR = VK_EXTERNAL_FENCE_FEATURE_IMPORTABLE_BIT, VK_EXTERNAL_FENCE_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF @@ -3654,1137 +4771,2997 @@ typedef enum VkExternalFenceFeatureFlagBits { typedef VkFlags VkExternalFenceFeatureFlags; typedef enum VkFenceImportFlagBits { - VK_FENCE_IMPORT_TEMPORARY_BIT = 0x00000001, - VK_FENCE_IMPORT_TEMPORARY_BIT_KHR = VK_FENCE_IMPORT_TEMPORARY_BIT, + VK_FENCE_IMPORT_TEMPORARY_BIT = 0x00000001, + VK_FENCE_IMPORT_TEMPORARY_BIT_KHR = VK_FENCE_IMPORT_TEMPORARY_BIT, VK_FENCE_IMPORT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkFenceImportFlagBits; typedef VkFlags VkFenceImportFlags; typedef enum VkSemaphoreImportFlagBits { - VK_SEMAPHORE_IMPORT_TEMPORARY_BIT = 0x00000001, - VK_SEMAPHORE_IMPORT_TEMPORARY_BIT_KHR = VK_SEMAPHORE_IMPORT_TEMPORARY_BIT, + VK_SEMAPHORE_IMPORT_TEMPORARY_BIT = 0x00000001, + VK_SEMAPHORE_IMPORT_TEMPORARY_BIT_KHR = VK_SEMAPHORE_IMPORT_TEMPORARY_BIT, VK_SEMAPHORE_IMPORT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkSemaphoreImportFlagBits; typedef VkFlags VkSemaphoreImportFlags; typedef enum VkExternalSemaphoreHandleTypeFlagBits { - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_FD_BIT = 0x00000001, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_BIT = 0x00000002, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT = 0x00000004, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D12_FENCE_BIT = 0x00000008, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_SYNC_FD_BIT = 0x00000010, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_FD_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_FD_BIT, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_BIT, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_FD_BIT = 0x00000001, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_BIT = 0x00000002, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT = 0x00000004, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D12_FENCE_BIT = 0x00000008, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_SYNC_FD_BIT = 0x00000010, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_ZIRCON_EVENT_BIT_FUCHSIA = 0x00000080, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D11_FENCE_BIT = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D12_FENCE_BIT, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_FD_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_FD_BIT, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_BIT, VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D12_FENCE_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D12_FENCE_BIT, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_SYNC_FD_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_SYNC_FD_BIT, - VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D12_FENCE_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_D3D12_FENCE_BIT, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_SYNC_FD_BIT_KHR = VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_SYNC_FD_BIT, + VK_EXTERNAL_SEMAPHORE_HANDLE_TYPE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkExternalSemaphoreHandleTypeFlagBits; typedef VkFlags VkExternalSemaphoreHandleTypeFlags; typedef enum VkExternalSemaphoreFeatureFlagBits { - VK_EXTERNAL_SEMAPHORE_FEATURE_EXPORTABLE_BIT = 0x00000001, - VK_EXTERNAL_SEMAPHORE_FEATURE_IMPORTABLE_BIT = 0x00000002, + VK_EXTERNAL_SEMAPHORE_FEATURE_EXPORTABLE_BIT = 0x00000001, + VK_EXTERNAL_SEMAPHORE_FEATURE_IMPORTABLE_BIT = 0x00000002, VK_EXTERNAL_SEMAPHORE_FEATURE_EXPORTABLE_BIT_KHR = VK_EXTERNAL_SEMAPHORE_FEATURE_EXPORTABLE_BIT, VK_EXTERNAL_SEMAPHORE_FEATURE_IMPORTABLE_BIT_KHR = VK_EXTERNAL_SEMAPHORE_FEATURE_IMPORTABLE_BIT, VK_EXTERNAL_SEMAPHORE_FEATURE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF } VkExternalSemaphoreFeatureFlagBits; typedef VkFlags VkExternalSemaphoreFeatureFlags; - typedef struct VkPhysicalDeviceSubgroupProperties { - VkStructureType sType; - void* pNext; - uint32_t subgroupSize; - VkShaderStageFlags supportedStages; - VkSubgroupFeatureFlags supportedOperations; - VkBool32 quadOperationsInAllStages; + VkStructureType sType; + void* pNext; + uint32_t subgroupSize; + VkShaderStageFlags supportedStages; + VkSubgroupFeatureFlags supportedOperations; + VkBool32 quadOperationsInAllStages; } VkPhysicalDeviceSubgroupProperties; typedef struct VkBindBufferMemoryInfo { - VkStructureType sType; - const void* pNext; - VkBuffer buffer; - VkDeviceMemory memory; - VkDeviceSize memoryOffset; + VkStructureType sType; + const void* pNext; + VkBuffer buffer; + VkDeviceMemory memory; + VkDeviceSize memoryOffset; } VkBindBufferMemoryInfo; typedef struct VkBindImageMemoryInfo { - VkStructureType sType; - const void* pNext; - VkImage image; - VkDeviceMemory memory; - VkDeviceSize memoryOffset; + VkStructureType sType; + const void* pNext; + VkImage image; + VkDeviceMemory memory; + VkDeviceSize memoryOffset; } VkBindImageMemoryInfo; typedef struct VkPhysicalDevice16BitStorageFeatures { - VkStructureType sType; - void* pNext; - VkBool32 storageBuffer16BitAccess; - VkBool32 uniformAndStorageBuffer16BitAccess; - VkBool32 storagePushConstant16; - VkBool32 storageInputOutput16; + VkStructureType sType; + void* pNext; + VkBool32 storageBuffer16BitAccess; + VkBool32 uniformAndStorageBuffer16BitAccess; + VkBool32 storagePushConstant16; + VkBool32 storageInputOutput16; } VkPhysicalDevice16BitStorageFeatures; typedef struct VkMemoryDedicatedRequirements { - VkStructureType sType; - void* pNext; - VkBool32 prefersDedicatedAllocation; - VkBool32 requiresDedicatedAllocation; + VkStructureType sType; + void* pNext; + VkBool32 prefersDedicatedAllocation; + VkBool32 requiresDedicatedAllocation; } VkMemoryDedicatedRequirements; typedef struct VkMemoryDedicatedAllocateInfo { - VkStructureType sType; - const void* pNext; - VkImage image; - VkBuffer buffer; + VkStructureType sType; + const void* pNext; + VkImage image; + VkBuffer buffer; } VkMemoryDedicatedAllocateInfo; typedef struct VkMemoryAllocateFlagsInfo { - VkStructureType sType; - const void* pNext; - VkMemoryAllocateFlags flags; - uint32_t deviceMask; + VkStructureType sType; + const void* pNext; + VkMemoryAllocateFlags flags; + uint32_t deviceMask; } VkMemoryAllocateFlagsInfo; typedef struct VkDeviceGroupRenderPassBeginInfo { - VkStructureType sType; - const void* pNext; - uint32_t deviceMask; - uint32_t deviceRenderAreaCount; - const VkRect2D* pDeviceRenderAreas; + VkStructureType sType; + const void* pNext; + uint32_t deviceMask; + uint32_t deviceRenderAreaCount; + const VkRect2D* pDeviceRenderAreas; } VkDeviceGroupRenderPassBeginInfo; typedef struct VkDeviceGroupCommandBufferBeginInfo { - VkStructureType sType; - const void* pNext; - uint32_t deviceMask; + VkStructureType sType; + const void* pNext; + uint32_t deviceMask; } VkDeviceGroupCommandBufferBeginInfo; typedef struct VkDeviceGroupSubmitInfo { - VkStructureType sType; - const void* pNext; - uint32_t waitSemaphoreCount; - const uint32_t* pWaitSemaphoreDeviceIndices; - uint32_t commandBufferCount; - const uint32_t* pCommandBufferDeviceMasks; - uint32_t signalSemaphoreCount; - const uint32_t* pSignalSemaphoreDeviceIndices; + VkStructureType sType; + const void* pNext; + uint32_t waitSemaphoreCount; + const uint32_t* pWaitSemaphoreDeviceIndices; + uint32_t commandBufferCount; + const uint32_t* pCommandBufferDeviceMasks; + uint32_t signalSemaphoreCount; + const uint32_t* pSignalSemaphoreDeviceIndices; } VkDeviceGroupSubmitInfo; typedef struct VkDeviceGroupBindSparseInfo { - VkStructureType sType; - const void* pNext; - uint32_t resourceDeviceIndex; - uint32_t memoryDeviceIndex; + VkStructureType sType; + const void* pNext; + uint32_t resourceDeviceIndex; + uint32_t memoryDeviceIndex; } VkDeviceGroupBindSparseInfo; typedef struct VkBindBufferMemoryDeviceGroupInfo { - VkStructureType sType; - const void* pNext; - uint32_t deviceIndexCount; - const uint32_t* pDeviceIndices; + VkStructureType sType; + const void* pNext; + uint32_t deviceIndexCount; + const uint32_t* pDeviceIndices; } VkBindBufferMemoryDeviceGroupInfo; typedef struct VkBindImageMemoryDeviceGroupInfo { - VkStructureType sType; - const void* pNext; - uint32_t deviceIndexCount; - const uint32_t* pDeviceIndices; - uint32_t splitInstanceBindRegionCount; - const VkRect2D* pSplitInstanceBindRegions; + VkStructureType sType; + const void* pNext; + uint32_t deviceIndexCount; + const uint32_t* pDeviceIndices; + uint32_t splitInstanceBindRegionCount; + const VkRect2D* pSplitInstanceBindRegions; } VkBindImageMemoryDeviceGroupInfo; typedef struct VkPhysicalDeviceGroupProperties { - VkStructureType sType; - void* pNext; - uint32_t physicalDeviceCount; - VkPhysicalDevice physicalDevices[VK_MAX_DEVICE_GROUP_SIZE]; - VkBool32 subsetAllocation; + VkStructureType sType; + void* pNext; + uint32_t physicalDeviceCount; + VkPhysicalDevice physicalDevices[VK_MAX_DEVICE_GROUP_SIZE]; + VkBool32 subsetAllocation; } VkPhysicalDeviceGroupProperties; typedef struct VkDeviceGroupDeviceCreateInfo { - VkStructureType sType; - const void* pNext; - uint32_t physicalDeviceCount; - const VkPhysicalDevice* pPhysicalDevices; + VkStructureType sType; + const void* pNext; + uint32_t physicalDeviceCount; + const VkPhysicalDevice* pPhysicalDevices; } VkDeviceGroupDeviceCreateInfo; typedef struct VkBufferMemoryRequirementsInfo2 { - VkStructureType sType; - const void* pNext; - VkBuffer buffer; + VkStructureType sType; + const void* pNext; + VkBuffer buffer; } VkBufferMemoryRequirementsInfo2; typedef struct VkImageMemoryRequirementsInfo2 { - VkStructureType sType; - const void* pNext; - VkImage image; + VkStructureType sType; + const void* pNext; + VkImage image; } VkImageMemoryRequirementsInfo2; typedef struct VkImageSparseMemoryRequirementsInfo2 { - VkStructureType sType; - const void* pNext; - VkImage image; + VkStructureType sType; + const void* pNext; + VkImage image; } VkImageSparseMemoryRequirementsInfo2; typedef struct VkMemoryRequirements2 { - VkStructureType sType; - void* pNext; - VkMemoryRequirements memoryRequirements; + VkStructureType sType; + void* pNext; + VkMemoryRequirements memoryRequirements; } VkMemoryRequirements2; typedef struct VkSparseImageMemoryRequirements2 { - VkStructureType sType; - void* pNext; - VkSparseImageMemoryRequirements memoryRequirements; + VkStructureType sType; + void* pNext; + VkSparseImageMemoryRequirements memoryRequirements; } VkSparseImageMemoryRequirements2; typedef struct VkPhysicalDeviceFeatures2 { - VkStructureType sType; - void* pNext; - VkPhysicalDeviceFeatures features; + VkStructureType sType; + void* pNext; + VkPhysicalDeviceFeatures features; } VkPhysicalDeviceFeatures2; typedef struct VkPhysicalDeviceProperties2 { - VkStructureType sType; - void* pNext; - VkPhysicalDeviceProperties properties; + VkStructureType sType; + void* pNext; + VkPhysicalDeviceProperties properties; } VkPhysicalDeviceProperties2; typedef struct VkFormatProperties2 { - VkStructureType sType; - void* pNext; - VkFormatProperties formatProperties; + VkStructureType sType; + void* pNext; + VkFormatProperties formatProperties; } VkFormatProperties2; typedef struct VkImageFormatProperties2 { - VkStructureType sType; - void* pNext; - VkImageFormatProperties imageFormatProperties; + VkStructureType sType; + void* pNext; + VkImageFormatProperties imageFormatProperties; } VkImageFormatProperties2; typedef struct VkPhysicalDeviceImageFormatInfo2 { - VkStructureType sType; - const void* pNext; - VkFormat format; - VkImageType type; - VkImageTiling tiling; - VkImageUsageFlags usage; - VkImageCreateFlags flags; + VkStructureType sType; + const void* pNext; + VkFormat format; + VkImageType type; + VkImageTiling tiling; + VkImageUsageFlags usage; + VkImageCreateFlags flags; } VkPhysicalDeviceImageFormatInfo2; typedef struct VkQueueFamilyProperties2 { - VkStructureType sType; - void* pNext; - VkQueueFamilyProperties queueFamilyProperties; + VkStructureType sType; + void* pNext; + VkQueueFamilyProperties queueFamilyProperties; } VkQueueFamilyProperties2; typedef struct VkPhysicalDeviceMemoryProperties2 { - VkStructureType sType; - void* pNext; - VkPhysicalDeviceMemoryProperties memoryProperties; + VkStructureType sType; + void* pNext; + VkPhysicalDeviceMemoryProperties memoryProperties; } VkPhysicalDeviceMemoryProperties2; typedef struct VkSparseImageFormatProperties2 { - VkStructureType sType; - void* pNext; - VkSparseImageFormatProperties properties; + VkStructureType sType; + void* pNext; + VkSparseImageFormatProperties properties; } VkSparseImageFormatProperties2; typedef struct VkPhysicalDeviceSparseImageFormatInfo2 { - VkStructureType sType; - const void* pNext; - VkFormat format; - VkImageType type; - VkSampleCountFlagBits samples; - VkImageUsageFlags usage; - VkImageTiling tiling; + VkStructureType sType; + const void* pNext; + VkFormat format; + VkImageType type; + VkSampleCountFlagBits samples; + VkImageUsageFlags usage; + VkImageTiling tiling; } VkPhysicalDeviceSparseImageFormatInfo2; typedef struct VkPhysicalDevicePointClippingProperties { - VkStructureType sType; - void* pNext; - VkPointClippingBehavior pointClippingBehavior; + VkStructureType sType; + void* pNext; + VkPointClippingBehavior pointClippingBehavior; } VkPhysicalDevicePointClippingProperties; typedef struct VkInputAttachmentAspectReference { - uint32_t subpass; - uint32_t inputAttachmentIndex; - VkImageAspectFlags aspectMask; + uint32_t subpass; + uint32_t inputAttachmentIndex; + VkImageAspectFlags aspectMask; } VkInputAttachmentAspectReference; typedef struct VkRenderPassInputAttachmentAspectCreateInfo { - VkStructureType sType; - const void* pNext; - uint32_t aspectReferenceCount; - const VkInputAttachmentAspectReference* pAspectReferences; + VkStructureType sType; + const void* pNext; + uint32_t aspectReferenceCount; + const VkInputAttachmentAspectReference* pAspectReferences; } VkRenderPassInputAttachmentAspectCreateInfo; typedef struct VkImageViewUsageCreateInfo { - VkStructureType sType; - const void* pNext; - VkImageUsageFlags usage; + VkStructureType sType; + const void* pNext; + VkImageUsageFlags usage; } VkImageViewUsageCreateInfo; typedef struct VkPipelineTessellationDomainOriginStateCreateInfo { - VkStructureType sType; - const void* pNext; - VkTessellationDomainOrigin domainOrigin; + VkStructureType sType; + const void* pNext; + VkTessellationDomainOrigin domainOrigin; } VkPipelineTessellationDomainOriginStateCreateInfo; typedef struct VkRenderPassMultiviewCreateInfo { - VkStructureType sType; - const void* pNext; - uint32_t subpassCount; - const uint32_t* pViewMasks; - uint32_t dependencyCount; - const int32_t* pViewOffsets; - uint32_t correlationMaskCount; - const uint32_t* pCorrelationMasks; + VkStructureType sType; + const void* pNext; + uint32_t subpassCount; + const uint32_t* pViewMasks; + uint32_t dependencyCount; + const int32_t* pViewOffsets; + uint32_t correlationMaskCount; + const uint32_t* pCorrelationMasks; } VkRenderPassMultiviewCreateInfo; typedef struct VkPhysicalDeviceMultiviewFeatures { - VkStructureType sType; - void* pNext; - VkBool32 multiview; - VkBool32 multiviewGeometryShader; - VkBool32 multiviewTessellationShader; + VkStructureType sType; + void* pNext; + VkBool32 multiview; + VkBool32 multiviewGeometryShader; + VkBool32 multiviewTessellationShader; } VkPhysicalDeviceMultiviewFeatures; typedef struct VkPhysicalDeviceMultiviewProperties { - VkStructureType sType; - void* pNext; - uint32_t maxMultiviewViewCount; - uint32_t maxMultiviewInstanceIndex; + VkStructureType sType; + void* pNext; + uint32_t maxMultiviewViewCount; + uint32_t maxMultiviewInstanceIndex; } VkPhysicalDeviceMultiviewProperties; -typedef struct VkPhysicalDeviceVariablePointerFeatures { - VkStructureType sType; - void* pNext; - VkBool32 variablePointersStorageBuffer; - VkBool32 variablePointers; -} VkPhysicalDeviceVariablePointerFeatures; +typedef struct VkPhysicalDeviceVariablePointersFeatures { + VkStructureType sType; + void* pNext; + VkBool32 variablePointersStorageBuffer; + VkBool32 variablePointers; +} VkPhysicalDeviceVariablePointersFeatures; + +typedef VkPhysicalDeviceVariablePointersFeatures VkPhysicalDeviceVariablePointerFeatures; typedef struct VkPhysicalDeviceProtectedMemoryFeatures { - VkStructureType sType; - void* pNext; - VkBool32 protectedMemory; + VkStructureType sType; + void* pNext; + VkBool32 protectedMemory; } VkPhysicalDeviceProtectedMemoryFeatures; typedef struct VkPhysicalDeviceProtectedMemoryProperties { - VkStructureType sType; - void* pNext; - VkBool32 protectedNoFault; + VkStructureType sType; + void* pNext; + VkBool32 protectedNoFault; } VkPhysicalDeviceProtectedMemoryProperties; typedef struct VkDeviceQueueInfo2 { - VkStructureType sType; - const void* pNext; - VkDeviceQueueCreateFlags flags; - uint32_t queueFamilyIndex; - uint32_t queueIndex; + VkStructureType sType; + const void* pNext; + VkDeviceQueueCreateFlags flags; + uint32_t queueFamilyIndex; + uint32_t queueIndex; } VkDeviceQueueInfo2; typedef struct VkProtectedSubmitInfo { - VkStructureType sType; - const void* pNext; - VkBool32 protectedSubmit; + VkStructureType sType; + const void* pNext; + VkBool32 protectedSubmit; } VkProtectedSubmitInfo; typedef struct VkSamplerYcbcrConversionCreateInfo { - VkStructureType sType; - const void* pNext; - VkFormat format; - VkSamplerYcbcrModelConversion ycbcrModel; - VkSamplerYcbcrRange ycbcrRange; - VkComponentMapping components; - VkChromaLocation xChromaOffset; - VkChromaLocation yChromaOffset; - VkFilter chromaFilter; - VkBool32 forceExplicitReconstruction; + VkStructureType sType; + const void* pNext; + VkFormat format; + VkSamplerYcbcrModelConversion ycbcrModel; + VkSamplerYcbcrRange ycbcrRange; + VkComponentMapping components; + VkChromaLocation xChromaOffset; + VkChromaLocation yChromaOffset; + VkFilter chromaFilter; + VkBool32 forceExplicitReconstruction; } VkSamplerYcbcrConversionCreateInfo; typedef struct VkSamplerYcbcrConversionInfo { - VkStructureType sType; - const void* pNext; - VkSamplerYcbcrConversion conversion; + VkStructureType sType; + const void* pNext; + VkSamplerYcbcrConversion conversion; } VkSamplerYcbcrConversionInfo; typedef struct VkBindImagePlaneMemoryInfo { - VkStructureType sType; - const void* pNext; - VkImageAspectFlagBits planeAspect; + VkStructureType sType; + const void* pNext; + VkImageAspectFlagBits planeAspect; } VkBindImagePlaneMemoryInfo; typedef struct VkImagePlaneMemoryRequirementsInfo { - VkStructureType sType; - const void* pNext; - VkImageAspectFlagBits planeAspect; + VkStructureType sType; + const void* pNext; + VkImageAspectFlagBits planeAspect; } VkImagePlaneMemoryRequirementsInfo; typedef struct VkPhysicalDeviceSamplerYcbcrConversionFeatures { - VkStructureType sType; - void* pNext; - VkBool32 samplerYcbcrConversion; + VkStructureType sType; + void* pNext; + VkBool32 samplerYcbcrConversion; } VkPhysicalDeviceSamplerYcbcrConversionFeatures; typedef struct VkSamplerYcbcrConversionImageFormatProperties { - VkStructureType sType; - void* pNext; - uint32_t combinedImageSamplerDescriptorCount; + VkStructureType sType; + void* pNext; + uint32_t combinedImageSamplerDescriptorCount; } VkSamplerYcbcrConversionImageFormatProperties; typedef struct VkDescriptorUpdateTemplateEntry { - uint32_t dstBinding; - uint32_t dstArrayElement; - uint32_t descriptorCount; - VkDescriptorType descriptorType; - size_t offset; - size_t stride; + uint32_t dstBinding; + uint32_t dstArrayElement; + uint32_t descriptorCount; + VkDescriptorType descriptorType; + size_t offset; + size_t stride; } VkDescriptorUpdateTemplateEntry; typedef struct VkDescriptorUpdateTemplateCreateInfo { - VkStructureType sType; - void* pNext; - VkDescriptorUpdateTemplateCreateFlags flags; - uint32_t descriptorUpdateEntryCount; - const VkDescriptorUpdateTemplateEntry* pDescriptorUpdateEntries; - VkDescriptorUpdateTemplateType templateType; - VkDescriptorSetLayout descriptorSetLayout; - VkPipelineBindPoint pipelineBindPoint; - VkPipelineLayout pipelineLayout; - uint32_t set; + VkStructureType sType; + const void* pNext; + VkDescriptorUpdateTemplateCreateFlags flags; + uint32_t descriptorUpdateEntryCount; + const VkDescriptorUpdateTemplateEntry* pDescriptorUpdateEntries; + VkDescriptorUpdateTemplateType templateType; + VkDescriptorSetLayout descriptorSetLayout; + VkPipelineBindPoint pipelineBindPoint; + VkPipelineLayout pipelineLayout; + uint32_t set; } VkDescriptorUpdateTemplateCreateInfo; typedef struct VkExternalMemoryProperties { - VkExternalMemoryFeatureFlags externalMemoryFeatures; - VkExternalMemoryHandleTypeFlags exportFromImportedHandleTypes; - VkExternalMemoryHandleTypeFlags compatibleHandleTypes; + VkExternalMemoryFeatureFlags externalMemoryFeatures; + VkExternalMemoryHandleTypeFlags exportFromImportedHandleTypes; + VkExternalMemoryHandleTypeFlags compatibleHandleTypes; } VkExternalMemoryProperties; typedef struct VkPhysicalDeviceExternalImageFormatInfo { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlagBits handleType; + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlagBits handleType; } VkPhysicalDeviceExternalImageFormatInfo; typedef struct VkExternalImageFormatProperties { - VkStructureType sType; - void* pNext; - VkExternalMemoryProperties externalMemoryProperties; + VkStructureType sType; + void* pNext; + VkExternalMemoryProperties externalMemoryProperties; } VkExternalImageFormatProperties; typedef struct VkPhysicalDeviceExternalBufferInfo { - VkStructureType sType; - const void* pNext; - VkBufferCreateFlags flags; - VkBufferUsageFlags usage; - VkExternalMemoryHandleTypeFlagBits handleType; + VkStructureType sType; + const void* pNext; + VkBufferCreateFlags flags; + VkBufferUsageFlags usage; + VkExternalMemoryHandleTypeFlagBits handleType; } VkPhysicalDeviceExternalBufferInfo; typedef struct VkExternalBufferProperties { - VkStructureType sType; - void* pNext; - VkExternalMemoryProperties externalMemoryProperties; + VkStructureType sType; + void* pNext; + VkExternalMemoryProperties externalMemoryProperties; } VkExternalBufferProperties; typedef struct VkPhysicalDeviceIDProperties { - VkStructureType sType; - void* pNext; - uint8_t deviceUUID[VK_UUID_SIZE]; - uint8_t driverUUID[VK_UUID_SIZE]; - uint8_t deviceLUID[VK_LUID_SIZE]; - uint32_t deviceNodeMask; - VkBool32 deviceLUIDValid; + VkStructureType sType; + void* pNext; + uint8_t deviceUUID[VK_UUID_SIZE]; + uint8_t driverUUID[VK_UUID_SIZE]; + uint8_t deviceLUID[VK_LUID_SIZE]; + uint32_t deviceNodeMask; + VkBool32 deviceLUIDValid; } VkPhysicalDeviceIDProperties; typedef struct VkExternalMemoryImageCreateInfo { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlags handleTypes; + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlags handleTypes; } VkExternalMemoryImageCreateInfo; typedef struct VkExternalMemoryBufferCreateInfo { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlags handleTypes; + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlags handleTypes; } VkExternalMemoryBufferCreateInfo; typedef struct VkExportMemoryAllocateInfo { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlags handleTypes; + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlags handleTypes; } VkExportMemoryAllocateInfo; typedef struct VkPhysicalDeviceExternalFenceInfo { - VkStructureType sType; - const void* pNext; - VkExternalFenceHandleTypeFlagBits handleType; + VkStructureType sType; + const void* pNext; + VkExternalFenceHandleTypeFlagBits handleType; } VkPhysicalDeviceExternalFenceInfo; typedef struct VkExternalFenceProperties { - VkStructureType sType; - void* pNext; - VkExternalFenceHandleTypeFlags exportFromImportedHandleTypes; - VkExternalFenceHandleTypeFlags compatibleHandleTypes; - VkExternalFenceFeatureFlags externalFenceFeatures; + VkStructureType sType; + void* pNext; + VkExternalFenceHandleTypeFlags exportFromImportedHandleTypes; + VkExternalFenceHandleTypeFlags compatibleHandleTypes; + VkExternalFenceFeatureFlags externalFenceFeatures; } VkExternalFenceProperties; typedef struct VkExportFenceCreateInfo { - VkStructureType sType; - const void* pNext; - VkExternalFenceHandleTypeFlags handleTypes; + VkStructureType sType; + const void* pNext; + VkExternalFenceHandleTypeFlags handleTypes; } VkExportFenceCreateInfo; typedef struct VkExportSemaphoreCreateInfo { - VkStructureType sType; - const void* pNext; - VkExternalSemaphoreHandleTypeFlags handleTypes; + VkStructureType sType; + const void* pNext; + VkExternalSemaphoreHandleTypeFlags handleTypes; } VkExportSemaphoreCreateInfo; typedef struct VkPhysicalDeviceExternalSemaphoreInfo { - VkStructureType sType; - const void* pNext; - VkExternalSemaphoreHandleTypeFlagBits handleType; + VkStructureType sType; + const void* pNext; + VkExternalSemaphoreHandleTypeFlagBits handleType; } VkPhysicalDeviceExternalSemaphoreInfo; typedef struct VkExternalSemaphoreProperties { - VkStructureType sType; - void* pNext; - VkExternalSemaphoreHandleTypeFlags exportFromImportedHandleTypes; - VkExternalSemaphoreHandleTypeFlags compatibleHandleTypes; - VkExternalSemaphoreFeatureFlags externalSemaphoreFeatures; + VkStructureType sType; + void* pNext; + VkExternalSemaphoreHandleTypeFlags exportFromImportedHandleTypes; + VkExternalSemaphoreHandleTypeFlags compatibleHandleTypes; + VkExternalSemaphoreFeatureFlags externalSemaphoreFeatures; } VkExternalSemaphoreProperties; typedef struct VkPhysicalDeviceMaintenance3Properties { - VkStructureType sType; - void* pNext; - uint32_t maxPerSetDescriptors; - VkDeviceSize maxMemoryAllocationSize; + VkStructureType sType; + void* pNext; + uint32_t maxPerSetDescriptors; + VkDeviceSize maxMemoryAllocationSize; } VkPhysicalDeviceMaintenance3Properties; typedef struct VkDescriptorSetLayoutSupport { - VkStructureType sType; - void* pNext; - VkBool32 supported; + VkStructureType sType; + void* pNext; + VkBool32 supported; } VkDescriptorSetLayoutSupport; -typedef struct VkPhysicalDeviceShaderDrawParameterFeatures { - VkStructureType sType; - void* pNext; - VkBool32 shaderDrawParameters; -} VkPhysicalDeviceShaderDrawParameterFeatures; - -typedef VkResult(VKAPI_PTR* PFN_vkEnumerateInstanceVersion)(uint32_t* pApiVersion); -typedef VkResult(VKAPI_PTR* PFN_vkBindBufferMemory2)(VkDevice device, uint32_t bindInfoCount, - const VkBindBufferMemoryInfo* pBindInfos); -typedef VkResult(VKAPI_PTR* PFN_vkBindImageMemory2)(VkDevice device, uint32_t bindInfoCount, - const VkBindImageMemoryInfo* pBindInfos); -typedef void(VKAPI_PTR* PFN_vkGetDeviceGroupPeerMemoryFeatures)(VkDevice device, uint32_t heapIndex, - uint32_t localDeviceIndex, uint32_t remoteDeviceIndex, - VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); -typedef void(VKAPI_PTR* PFN_vkCmdSetDeviceMask)(VkCommandBuffer commandBuffer, uint32_t deviceMask); -typedef void(VKAPI_PTR* PFN_vkCmdDispatchBase)(VkCommandBuffer commandBuffer, uint32_t baseGroupX, uint32_t baseGroupY, - uint32_t baseGroupZ, uint32_t groupCountX, uint32_t groupCountY, - uint32_t groupCountZ); -typedef VkResult(VKAPI_PTR* PFN_vkEnumeratePhysicalDeviceGroups)( - VkInstance instance, uint32_t* pPhysicalDeviceGroupCount, - VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); -typedef void(VKAPI_PTR* PFN_vkGetImageMemoryRequirements2)(VkDevice device, const VkImageMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetBufferMemoryRequirements2)(VkDevice device, - const VkBufferMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetImageSparseMemoryRequirements2)( - VkDevice device, const VkImageSparseMemoryRequirementsInfo2* pInfo, uint32_t* pSparseMemoryRequirementCount, - VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceFeatures2)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceFeatures2* pFeatures); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceProperties2)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceProperties2* pProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceFormatProperties2)(VkPhysicalDevice physicalDevice, VkFormat format, - VkFormatProperties2* pFormatProperties); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceImageFormatProperties2)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, - VkImageFormatProperties2* pImageFormatProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceQueueFamilyProperties2)( - VkPhysicalDevice physicalDevice, uint32_t* pQueueFamilyPropertyCount, - VkQueueFamilyProperties2* pQueueFamilyProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceMemoryProperties2)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceMemoryProperties2* pMemoryProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceSparseImageFormatProperties2)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, - uint32_t* pPropertyCount, VkSparseImageFormatProperties2* pProperties); -typedef void(VKAPI_PTR* PFN_vkTrimCommandPool)(VkDevice device, VkCommandPool commandPool, - VkCommandPoolTrimFlags flags); -typedef void(VKAPI_PTR* PFN_vkGetDeviceQueue2)(VkDevice device, const VkDeviceQueueInfo2* pQueueInfo, VkQueue* pQueue); -typedef VkResult(VKAPI_PTR* PFN_vkCreateSamplerYcbcrConversion)(VkDevice device, - const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkSamplerYcbcrConversion* pYcbcrConversion); -typedef void(VKAPI_PTR* PFN_vkDestroySamplerYcbcrConversion)(VkDevice device, VkSamplerYcbcrConversion ycbcrConversion, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateDescriptorUpdateTemplate)( - VkDevice device, const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, - VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); -typedef void(VKAPI_PTR* PFN_vkDestroyDescriptorUpdateTemplate)(VkDevice device, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const VkAllocationCallbacks* pAllocator); -typedef void(VKAPI_PTR* PFN_vkUpdateDescriptorSetWithTemplate)(VkDevice device, VkDescriptorSet descriptorSet, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const void* pData); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceExternalBufferProperties)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, - VkExternalBufferProperties* pExternalBufferProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceExternalFenceProperties)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, - VkExternalFenceProperties* pExternalFenceProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceExternalSemaphoreProperties)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, - VkExternalSemaphoreProperties* pExternalSemaphoreProperties); -typedef void(VKAPI_PTR* PFN_vkGetDescriptorSetLayoutSupport)(VkDevice device, - const VkDescriptorSetLayoutCreateInfo* pCreateInfo, - VkDescriptorSetLayoutSupport* pSupport); +typedef struct VkPhysicalDeviceShaderDrawParametersFeatures { + VkStructureType sType; + void* pNext; + VkBool32 shaderDrawParameters; +} VkPhysicalDeviceShaderDrawParametersFeatures; + +typedef VkPhysicalDeviceShaderDrawParametersFeatures VkPhysicalDeviceShaderDrawParameterFeatures; + +typedef VkResult (VKAPI_PTR *PFN_vkEnumerateInstanceVersion)(uint32_t* pApiVersion); +typedef VkResult (VKAPI_PTR *PFN_vkBindBufferMemory2)(VkDevice device, uint32_t bindInfoCount, const VkBindBufferMemoryInfo* pBindInfos); +typedef VkResult (VKAPI_PTR *PFN_vkBindImageMemory2)(VkDevice device, uint32_t bindInfoCount, const VkBindImageMemoryInfo* pBindInfos); +typedef void (VKAPI_PTR *PFN_vkGetDeviceGroupPeerMemoryFeatures)(VkDevice device, uint32_t heapIndex, uint32_t localDeviceIndex, uint32_t remoteDeviceIndex, VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); +typedef void (VKAPI_PTR *PFN_vkCmdSetDeviceMask)(VkCommandBuffer commandBuffer, uint32_t deviceMask); +typedef void (VKAPI_PTR *PFN_vkCmdDispatchBase)(VkCommandBuffer commandBuffer, uint32_t baseGroupX, uint32_t baseGroupY, uint32_t baseGroupZ, uint32_t groupCountX, uint32_t groupCountY, uint32_t groupCountZ); +typedef VkResult (VKAPI_PTR *PFN_vkEnumeratePhysicalDeviceGroups)(VkInstance instance, uint32_t* pPhysicalDeviceGroupCount, VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); +typedef void (VKAPI_PTR *PFN_vkGetImageMemoryRequirements2)(VkDevice device, const VkImageMemoryRequirementsInfo2* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetBufferMemoryRequirements2)(VkDevice device, const VkBufferMemoryRequirementsInfo2* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetImageSparseMemoryRequirements2)(VkDevice device, const VkImageSparseMemoryRequirementsInfo2* pInfo, uint32_t* pSparseMemoryRequirementCount, VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceFeatures2)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceFeatures2* pFeatures); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceProperties2)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceProperties2* pProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceFormatProperties2)(VkPhysicalDevice physicalDevice, VkFormat format, VkFormatProperties2* pFormatProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceImageFormatProperties2)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, VkImageFormatProperties2* pImageFormatProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceQueueFamilyProperties2)(VkPhysicalDevice physicalDevice, uint32_t* pQueueFamilyPropertyCount, VkQueueFamilyProperties2* pQueueFamilyProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceMemoryProperties2)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceMemoryProperties2* pMemoryProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceSparseImageFormatProperties2)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, uint32_t* pPropertyCount, VkSparseImageFormatProperties2* pProperties); +typedef void (VKAPI_PTR *PFN_vkTrimCommandPool)(VkDevice device, VkCommandPool commandPool, VkCommandPoolTrimFlags flags); +typedef void (VKAPI_PTR *PFN_vkGetDeviceQueue2)(VkDevice device, const VkDeviceQueueInfo2* pQueueInfo, VkQueue* pQueue); +typedef VkResult (VKAPI_PTR *PFN_vkCreateSamplerYcbcrConversion)(VkDevice device, const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSamplerYcbcrConversion* pYcbcrConversion); +typedef void (VKAPI_PTR *PFN_vkDestroySamplerYcbcrConversion)(VkDevice device, VkSamplerYcbcrConversion ycbcrConversion, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDescriptorUpdateTemplate)(VkDevice device, const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); +typedef void (VKAPI_PTR *PFN_vkDestroyDescriptorUpdateTemplate)(VkDevice device, VkDescriptorUpdateTemplate descriptorUpdateTemplate, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkUpdateDescriptorSetWithTemplate)(VkDevice device, VkDescriptorSet descriptorSet, VkDescriptorUpdateTemplate descriptorUpdateTemplate, const void* pData); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceExternalBufferProperties)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, VkExternalBufferProperties* pExternalBufferProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceExternalFenceProperties)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, VkExternalFenceProperties* pExternalFenceProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceExternalSemaphoreProperties)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, VkExternalSemaphoreProperties* pExternalSemaphoreProperties); +typedef void (VKAPI_PTR *PFN_vkGetDescriptorSetLayoutSupport)(VkDevice device, const VkDescriptorSetLayoutCreateInfo* pCreateInfo, VkDescriptorSetLayoutSupport* pSupport); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateInstanceVersion(uint32_t* pApiVersion); - -VKAPI_ATTR VkResult VKAPI_CALL vkBindBufferMemory2(VkDevice device, uint32_t bindInfoCount, - const VkBindBufferMemoryInfo* pBindInfos); - -VKAPI_ATTR VkResult VKAPI_CALL vkBindImageMemory2(VkDevice device, uint32_t bindInfoCount, - const VkBindImageMemoryInfo* pBindInfos); - -VKAPI_ATTR void VKAPI_CALL vkGetDeviceGroupPeerMemoryFeatures(VkDevice device, uint32_t heapIndex, - uint32_t localDeviceIndex, uint32_t remoteDeviceIndex, - VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetDeviceMask(VkCommandBuffer commandBuffer, uint32_t deviceMask); - -VKAPI_ATTR void VKAPI_CALL vkCmdDispatchBase(VkCommandBuffer commandBuffer, uint32_t baseGroupX, uint32_t baseGroupY, - uint32_t baseGroupZ, uint32_t groupCountX, uint32_t groupCountY, - uint32_t groupCountZ); - -VKAPI_ATTR VkResult VKAPI_CALL -vkEnumeratePhysicalDeviceGroups(VkInstance instance, uint32_t* pPhysicalDeviceGroupCount, - VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); - -VKAPI_ATTR void VKAPI_CALL vkGetImageMemoryRequirements2(VkDevice device, const VkImageMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); - -VKAPI_ATTR void VKAPI_CALL vkGetBufferMemoryRequirements2(VkDevice device, const VkBufferMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); +VKAPI_ATTR VkResult VKAPI_CALL vkEnumerateInstanceVersion( + uint32_t* pApiVersion); + +VKAPI_ATTR VkResult VKAPI_CALL vkBindBufferMemory2( + VkDevice device, + uint32_t bindInfoCount, + const VkBindBufferMemoryInfo* pBindInfos); + +VKAPI_ATTR VkResult VKAPI_CALL vkBindImageMemory2( + VkDevice device, + uint32_t bindInfoCount, + const VkBindImageMemoryInfo* pBindInfos); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceGroupPeerMemoryFeatures( + VkDevice device, + uint32_t heapIndex, + uint32_t localDeviceIndex, + uint32_t remoteDeviceIndex, + VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDeviceMask( + VkCommandBuffer commandBuffer, + uint32_t deviceMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdDispatchBase( + VkCommandBuffer commandBuffer, + uint32_t baseGroupX, + uint32_t baseGroupY, + uint32_t baseGroupZ, + uint32_t groupCountX, + uint32_t groupCountY, + uint32_t groupCountZ); + +VKAPI_ATTR VkResult VKAPI_CALL vkEnumeratePhysicalDeviceGroups( + VkInstance instance, + uint32_t* pPhysicalDeviceGroupCount, + VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); + +VKAPI_ATTR void VKAPI_CALL vkGetImageMemoryRequirements2( + VkDevice device, + const VkImageMemoryRequirementsInfo2* pInfo, + VkMemoryRequirements2* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetBufferMemoryRequirements2( + VkDevice device, + const VkBufferMemoryRequirementsInfo2* pInfo, + VkMemoryRequirements2* pMemoryRequirements); VKAPI_ATTR void VKAPI_CALL vkGetImageSparseMemoryRequirements2( - VkDevice device, const VkImageSparseMemoryRequirementsInfo2* pInfo, uint32_t* pSparseMemoryRequirementCount, - VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); + VkDevice device, + const VkImageSparseMemoryRequirementsInfo2* pInfo, + uint32_t* pSparseMemoryRequirementCount, + VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFeatures2(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceFeatures2* pFeatures); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFeatures2( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceFeatures2* pFeatures); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceProperties2(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceProperties2* pProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceProperties2( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceProperties2* pProperties); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFormatProperties2(VkPhysicalDevice physicalDevice, VkFormat format, - VkFormatProperties2* pFormatProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFormatProperties2( + VkPhysicalDevice physicalDevice, + VkFormat format, + VkFormatProperties2* pFormatProperties); VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceImageFormatProperties2( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, - VkImageFormatProperties2* pImageFormatProperties); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, + VkImageFormatProperties2* pImageFormatProperties); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceQueueFamilyProperties2(VkPhysicalDevice physicalDevice, - uint32_t* pQueueFamilyPropertyCount, - VkQueueFamilyProperties2* pQueueFamilyProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceQueueFamilyProperties2( + VkPhysicalDevice physicalDevice, + uint32_t* pQueueFamilyPropertyCount, + VkQueueFamilyProperties2* pQueueFamilyProperties); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceMemoryProperties2(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceMemoryProperties2* pMemoryProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceMemoryProperties2( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceMemoryProperties2* pMemoryProperties); VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceSparseImageFormatProperties2( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, - uint32_t* pPropertyCount, VkSparseImageFormatProperties2* pProperties); - -VKAPI_ATTR void VKAPI_CALL vkTrimCommandPool(VkDevice device, VkCommandPool commandPool, VkCommandPoolTrimFlags flags); - -VKAPI_ATTR void VKAPI_CALL vkGetDeviceQueue2(VkDevice device, const VkDeviceQueueInfo2* pQueueInfo, VkQueue* pQueue); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, + uint32_t* pPropertyCount, + VkSparseImageFormatProperties2* pProperties); + +VKAPI_ATTR void VKAPI_CALL vkTrimCommandPool( + VkDevice device, + VkCommandPool commandPool, + VkCommandPoolTrimFlags flags); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceQueue2( + VkDevice device, + const VkDeviceQueueInfo2* pQueueInfo, + VkQueue* pQueue); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateSamplerYcbcrConversion( + VkDevice device, + const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkSamplerYcbcrConversion* pYcbcrConversion); + +VKAPI_ATTR void VKAPI_CALL vkDestroySamplerYcbcrConversion( + VkDevice device, + VkSamplerYcbcrConversion ycbcrConversion, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDescriptorUpdateTemplate( + VkDevice device, + const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorUpdateTemplate( + VkDevice device, + VkDescriptorUpdateTemplate descriptorUpdateTemplate, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkUpdateDescriptorSetWithTemplate( + VkDevice device, + VkDescriptorSet descriptorSet, + VkDescriptorUpdateTemplate descriptorUpdateTemplate, + const void* pData); -VKAPI_ATTR VkResult VKAPI_CALL vkCreateSamplerYcbcrConversion(VkDevice device, - const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkSamplerYcbcrConversion* pYcbcrConversion); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalBufferProperties( + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, + VkExternalBufferProperties* pExternalBufferProperties); -VKAPI_ATTR void VKAPI_CALL vkDestroySamplerYcbcrConversion(VkDevice device, VkSamplerYcbcrConversion ycbcrConversion, - const VkAllocationCallbacks* pAllocator); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalFenceProperties( + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, + VkExternalFenceProperties* pExternalFenceProperties); -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDescriptorUpdateTemplate(VkDevice device, - const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalSemaphoreProperties( + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, + VkExternalSemaphoreProperties* pExternalSemaphoreProperties); + +VKAPI_ATTR void VKAPI_CALL vkGetDescriptorSetLayoutSupport( + VkDevice device, + const VkDescriptorSetLayoutCreateInfo* pCreateInfo, + VkDescriptorSetLayoutSupport* pSupport); +#endif -VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorUpdateTemplate(VkDevice device, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const VkAllocationCallbacks* pAllocator); -VKAPI_ATTR void VKAPI_CALL vkUpdateDescriptorSetWithTemplate(VkDevice device, VkDescriptorSet descriptorSet, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const void* pData); +#define VK_VERSION_1_2 1 +// Vulkan 1.2 version number +#define VK_API_VERSION_1_2 VK_MAKE_API_VERSION(0, 1, 2, 0)// Patch version should always be set to 0 + +#define VK_MAX_DRIVER_NAME_SIZE 256U +#define VK_MAX_DRIVER_INFO_SIZE 256U + +typedef enum VkDriverId { + VK_DRIVER_ID_AMD_PROPRIETARY = 1, + VK_DRIVER_ID_AMD_OPEN_SOURCE = 2, + VK_DRIVER_ID_MESA_RADV = 3, + VK_DRIVER_ID_NVIDIA_PROPRIETARY = 4, + VK_DRIVER_ID_INTEL_PROPRIETARY_WINDOWS = 5, + VK_DRIVER_ID_INTEL_OPEN_SOURCE_MESA = 6, + VK_DRIVER_ID_IMAGINATION_PROPRIETARY = 7, + VK_DRIVER_ID_QUALCOMM_PROPRIETARY = 8, + VK_DRIVER_ID_ARM_PROPRIETARY = 9, + VK_DRIVER_ID_GOOGLE_SWIFTSHADER = 10, + VK_DRIVER_ID_GGP_PROPRIETARY = 11, + VK_DRIVER_ID_BROADCOM_PROPRIETARY = 12, + VK_DRIVER_ID_MESA_LLVMPIPE = 13, + VK_DRIVER_ID_MOLTENVK = 14, + VK_DRIVER_ID_COREAVI_PROPRIETARY = 15, + VK_DRIVER_ID_JUICE_PROPRIETARY = 16, + VK_DRIVER_ID_VERISILICON_PROPRIETARY = 17, + VK_DRIVER_ID_MESA_TURNIP = 18, + VK_DRIVER_ID_MESA_V3DV = 19, + VK_DRIVER_ID_MESA_PANVK = 20, + VK_DRIVER_ID_SAMSUNG_PROPRIETARY = 21, + VK_DRIVER_ID_MESA_VENUS = 22, + VK_DRIVER_ID_AMD_PROPRIETARY_KHR = VK_DRIVER_ID_AMD_PROPRIETARY, + VK_DRIVER_ID_AMD_OPEN_SOURCE_KHR = VK_DRIVER_ID_AMD_OPEN_SOURCE, + VK_DRIVER_ID_MESA_RADV_KHR = VK_DRIVER_ID_MESA_RADV, + VK_DRIVER_ID_NVIDIA_PROPRIETARY_KHR = VK_DRIVER_ID_NVIDIA_PROPRIETARY, + VK_DRIVER_ID_INTEL_PROPRIETARY_WINDOWS_KHR = VK_DRIVER_ID_INTEL_PROPRIETARY_WINDOWS, + VK_DRIVER_ID_INTEL_OPEN_SOURCE_MESA_KHR = VK_DRIVER_ID_INTEL_OPEN_SOURCE_MESA, + VK_DRIVER_ID_IMAGINATION_PROPRIETARY_KHR = VK_DRIVER_ID_IMAGINATION_PROPRIETARY, + VK_DRIVER_ID_QUALCOMM_PROPRIETARY_KHR = VK_DRIVER_ID_QUALCOMM_PROPRIETARY, + VK_DRIVER_ID_ARM_PROPRIETARY_KHR = VK_DRIVER_ID_ARM_PROPRIETARY, + VK_DRIVER_ID_GOOGLE_SWIFTSHADER_KHR = VK_DRIVER_ID_GOOGLE_SWIFTSHADER, + VK_DRIVER_ID_GGP_PROPRIETARY_KHR = VK_DRIVER_ID_GGP_PROPRIETARY, + VK_DRIVER_ID_BROADCOM_PROPRIETARY_KHR = VK_DRIVER_ID_BROADCOM_PROPRIETARY, + VK_DRIVER_ID_MAX_ENUM = 0x7FFFFFFF +} VkDriverId; + +typedef enum VkShaderFloatControlsIndependence { + VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_32_BIT_ONLY = 0, + VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_ALL = 1, + VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_NONE = 2, + VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_32_BIT_ONLY_KHR = VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_32_BIT_ONLY, + VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_ALL_KHR = VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_ALL, + VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_NONE_KHR = VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_NONE, + VK_SHADER_FLOAT_CONTROLS_INDEPENDENCE_MAX_ENUM = 0x7FFFFFFF +} VkShaderFloatControlsIndependence; + +typedef enum VkSamplerReductionMode { + VK_SAMPLER_REDUCTION_MODE_WEIGHTED_AVERAGE = 0, + VK_SAMPLER_REDUCTION_MODE_MIN = 1, + VK_SAMPLER_REDUCTION_MODE_MAX = 2, + VK_SAMPLER_REDUCTION_MODE_WEIGHTED_AVERAGE_EXT = VK_SAMPLER_REDUCTION_MODE_WEIGHTED_AVERAGE, + VK_SAMPLER_REDUCTION_MODE_MIN_EXT = VK_SAMPLER_REDUCTION_MODE_MIN, + VK_SAMPLER_REDUCTION_MODE_MAX_EXT = VK_SAMPLER_REDUCTION_MODE_MAX, + VK_SAMPLER_REDUCTION_MODE_MAX_ENUM = 0x7FFFFFFF +} VkSamplerReductionMode; + +typedef enum VkSemaphoreType { + VK_SEMAPHORE_TYPE_BINARY = 0, + VK_SEMAPHORE_TYPE_TIMELINE = 1, + VK_SEMAPHORE_TYPE_BINARY_KHR = VK_SEMAPHORE_TYPE_BINARY, + VK_SEMAPHORE_TYPE_TIMELINE_KHR = VK_SEMAPHORE_TYPE_TIMELINE, + VK_SEMAPHORE_TYPE_MAX_ENUM = 0x7FFFFFFF +} VkSemaphoreType; + +typedef enum VkResolveModeFlagBits { + VK_RESOLVE_MODE_NONE = 0, + VK_RESOLVE_MODE_SAMPLE_ZERO_BIT = 0x00000001, + VK_RESOLVE_MODE_AVERAGE_BIT = 0x00000002, + VK_RESOLVE_MODE_MIN_BIT = 0x00000004, + VK_RESOLVE_MODE_MAX_BIT = 0x00000008, + VK_RESOLVE_MODE_NONE_KHR = VK_RESOLVE_MODE_NONE, + VK_RESOLVE_MODE_SAMPLE_ZERO_BIT_KHR = VK_RESOLVE_MODE_SAMPLE_ZERO_BIT, + VK_RESOLVE_MODE_AVERAGE_BIT_KHR = VK_RESOLVE_MODE_AVERAGE_BIT, + VK_RESOLVE_MODE_MIN_BIT_KHR = VK_RESOLVE_MODE_MIN_BIT, + VK_RESOLVE_MODE_MAX_BIT_KHR = VK_RESOLVE_MODE_MAX_BIT, + VK_RESOLVE_MODE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkResolveModeFlagBits; +typedef VkFlags VkResolveModeFlags; + +typedef enum VkDescriptorBindingFlagBits { + VK_DESCRIPTOR_BINDING_UPDATE_AFTER_BIND_BIT = 0x00000001, + VK_DESCRIPTOR_BINDING_UPDATE_UNUSED_WHILE_PENDING_BIT = 0x00000002, + VK_DESCRIPTOR_BINDING_PARTIALLY_BOUND_BIT = 0x00000004, + VK_DESCRIPTOR_BINDING_VARIABLE_DESCRIPTOR_COUNT_BIT = 0x00000008, + VK_DESCRIPTOR_BINDING_UPDATE_AFTER_BIND_BIT_EXT = VK_DESCRIPTOR_BINDING_UPDATE_AFTER_BIND_BIT, + VK_DESCRIPTOR_BINDING_UPDATE_UNUSED_WHILE_PENDING_BIT_EXT = VK_DESCRIPTOR_BINDING_UPDATE_UNUSED_WHILE_PENDING_BIT, + VK_DESCRIPTOR_BINDING_PARTIALLY_BOUND_BIT_EXT = VK_DESCRIPTOR_BINDING_PARTIALLY_BOUND_BIT, + VK_DESCRIPTOR_BINDING_VARIABLE_DESCRIPTOR_COUNT_BIT_EXT = VK_DESCRIPTOR_BINDING_VARIABLE_DESCRIPTOR_COUNT_BIT, + VK_DESCRIPTOR_BINDING_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkDescriptorBindingFlagBits; +typedef VkFlags VkDescriptorBindingFlags; + +typedef enum VkSemaphoreWaitFlagBits { + VK_SEMAPHORE_WAIT_ANY_BIT = 0x00000001, + VK_SEMAPHORE_WAIT_ANY_BIT_KHR = VK_SEMAPHORE_WAIT_ANY_BIT, + VK_SEMAPHORE_WAIT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkSemaphoreWaitFlagBits; +typedef VkFlags VkSemaphoreWaitFlags; +typedef struct VkPhysicalDeviceVulkan11Features { + VkStructureType sType; + void* pNext; + VkBool32 storageBuffer16BitAccess; + VkBool32 uniformAndStorageBuffer16BitAccess; + VkBool32 storagePushConstant16; + VkBool32 storageInputOutput16; + VkBool32 multiview; + VkBool32 multiviewGeometryShader; + VkBool32 multiviewTessellationShader; + VkBool32 variablePointersStorageBuffer; + VkBool32 variablePointers; + VkBool32 protectedMemory; + VkBool32 samplerYcbcrConversion; + VkBool32 shaderDrawParameters; +} VkPhysicalDeviceVulkan11Features; + +typedef struct VkPhysicalDeviceVulkan11Properties { + VkStructureType sType; + void* pNext; + uint8_t deviceUUID[VK_UUID_SIZE]; + uint8_t driverUUID[VK_UUID_SIZE]; + uint8_t deviceLUID[VK_LUID_SIZE]; + uint32_t deviceNodeMask; + VkBool32 deviceLUIDValid; + uint32_t subgroupSize; + VkShaderStageFlags subgroupSupportedStages; + VkSubgroupFeatureFlags subgroupSupportedOperations; + VkBool32 subgroupQuadOperationsInAllStages; + VkPointClippingBehavior pointClippingBehavior; + uint32_t maxMultiviewViewCount; + uint32_t maxMultiviewInstanceIndex; + VkBool32 protectedNoFault; + uint32_t maxPerSetDescriptors; + VkDeviceSize maxMemoryAllocationSize; +} VkPhysicalDeviceVulkan11Properties; + +typedef struct VkPhysicalDeviceVulkan12Features { + VkStructureType sType; + void* pNext; + VkBool32 samplerMirrorClampToEdge; + VkBool32 drawIndirectCount; + VkBool32 storageBuffer8BitAccess; + VkBool32 uniformAndStorageBuffer8BitAccess; + VkBool32 storagePushConstant8; + VkBool32 shaderBufferInt64Atomics; + VkBool32 shaderSharedInt64Atomics; + VkBool32 shaderFloat16; + VkBool32 shaderInt8; + VkBool32 descriptorIndexing; + VkBool32 shaderInputAttachmentArrayDynamicIndexing; + VkBool32 shaderUniformTexelBufferArrayDynamicIndexing; + VkBool32 shaderStorageTexelBufferArrayDynamicIndexing; + VkBool32 shaderUniformBufferArrayNonUniformIndexing; + VkBool32 shaderSampledImageArrayNonUniformIndexing; + VkBool32 shaderStorageBufferArrayNonUniformIndexing; + VkBool32 shaderStorageImageArrayNonUniformIndexing; + VkBool32 shaderInputAttachmentArrayNonUniformIndexing; + VkBool32 shaderUniformTexelBufferArrayNonUniformIndexing; + VkBool32 shaderStorageTexelBufferArrayNonUniformIndexing; + VkBool32 descriptorBindingUniformBufferUpdateAfterBind; + VkBool32 descriptorBindingSampledImageUpdateAfterBind; + VkBool32 descriptorBindingStorageImageUpdateAfterBind; + VkBool32 descriptorBindingStorageBufferUpdateAfterBind; + VkBool32 descriptorBindingUniformTexelBufferUpdateAfterBind; + VkBool32 descriptorBindingStorageTexelBufferUpdateAfterBind; + VkBool32 descriptorBindingUpdateUnusedWhilePending; + VkBool32 descriptorBindingPartiallyBound; + VkBool32 descriptorBindingVariableDescriptorCount; + VkBool32 runtimeDescriptorArray; + VkBool32 samplerFilterMinmax; + VkBool32 scalarBlockLayout; + VkBool32 imagelessFramebuffer; + VkBool32 uniformBufferStandardLayout; + VkBool32 shaderSubgroupExtendedTypes; + VkBool32 separateDepthStencilLayouts; + VkBool32 hostQueryReset; + VkBool32 timelineSemaphore; + VkBool32 bufferDeviceAddress; + VkBool32 bufferDeviceAddressCaptureReplay; + VkBool32 bufferDeviceAddressMultiDevice; + VkBool32 vulkanMemoryModel; + VkBool32 vulkanMemoryModelDeviceScope; + VkBool32 vulkanMemoryModelAvailabilityVisibilityChains; + VkBool32 shaderOutputViewportIndex; + VkBool32 shaderOutputLayer; + VkBool32 subgroupBroadcastDynamicId; +} VkPhysicalDeviceVulkan12Features; + +typedef struct VkConformanceVersion { + uint8_t major; + uint8_t minor; + uint8_t subminor; + uint8_t patch; +} VkConformanceVersion; + +typedef struct VkPhysicalDeviceVulkan12Properties { + VkStructureType sType; + void* pNext; + VkDriverId driverID; + char driverName[VK_MAX_DRIVER_NAME_SIZE]; + char driverInfo[VK_MAX_DRIVER_INFO_SIZE]; + VkConformanceVersion conformanceVersion; + VkShaderFloatControlsIndependence denormBehaviorIndependence; + VkShaderFloatControlsIndependence roundingModeIndependence; + VkBool32 shaderSignedZeroInfNanPreserveFloat16; + VkBool32 shaderSignedZeroInfNanPreserveFloat32; + VkBool32 shaderSignedZeroInfNanPreserveFloat64; + VkBool32 shaderDenormPreserveFloat16; + VkBool32 shaderDenormPreserveFloat32; + VkBool32 shaderDenormPreserveFloat64; + VkBool32 shaderDenormFlushToZeroFloat16; + VkBool32 shaderDenormFlushToZeroFloat32; + VkBool32 shaderDenormFlushToZeroFloat64; + VkBool32 shaderRoundingModeRTEFloat16; + VkBool32 shaderRoundingModeRTEFloat32; + VkBool32 shaderRoundingModeRTEFloat64; + VkBool32 shaderRoundingModeRTZFloat16; + VkBool32 shaderRoundingModeRTZFloat32; + VkBool32 shaderRoundingModeRTZFloat64; + uint32_t maxUpdateAfterBindDescriptorsInAllPools; + VkBool32 shaderUniformBufferArrayNonUniformIndexingNative; + VkBool32 shaderSampledImageArrayNonUniformIndexingNative; + VkBool32 shaderStorageBufferArrayNonUniformIndexingNative; + VkBool32 shaderStorageImageArrayNonUniformIndexingNative; + VkBool32 shaderInputAttachmentArrayNonUniformIndexingNative; + VkBool32 robustBufferAccessUpdateAfterBind; + VkBool32 quadDivergentImplicitLod; + uint32_t maxPerStageDescriptorUpdateAfterBindSamplers; + uint32_t maxPerStageDescriptorUpdateAfterBindUniformBuffers; + uint32_t maxPerStageDescriptorUpdateAfterBindStorageBuffers; + uint32_t maxPerStageDescriptorUpdateAfterBindSampledImages; + uint32_t maxPerStageDescriptorUpdateAfterBindStorageImages; + uint32_t maxPerStageDescriptorUpdateAfterBindInputAttachments; + uint32_t maxPerStageUpdateAfterBindResources; + uint32_t maxDescriptorSetUpdateAfterBindSamplers; + uint32_t maxDescriptorSetUpdateAfterBindUniformBuffers; + uint32_t maxDescriptorSetUpdateAfterBindUniformBuffersDynamic; + uint32_t maxDescriptorSetUpdateAfterBindStorageBuffers; + uint32_t maxDescriptorSetUpdateAfterBindStorageBuffersDynamic; + uint32_t maxDescriptorSetUpdateAfterBindSampledImages; + uint32_t maxDescriptorSetUpdateAfterBindStorageImages; + uint32_t maxDescriptorSetUpdateAfterBindInputAttachments; + VkResolveModeFlags supportedDepthResolveModes; + VkResolveModeFlags supportedStencilResolveModes; + VkBool32 independentResolveNone; + VkBool32 independentResolve; + VkBool32 filterMinmaxSingleComponentFormats; + VkBool32 filterMinmaxImageComponentMapping; + uint64_t maxTimelineSemaphoreValueDifference; + VkSampleCountFlags framebufferIntegerColorSampleCounts; +} VkPhysicalDeviceVulkan12Properties; + +typedef struct VkImageFormatListCreateInfo { + VkStructureType sType; + const void* pNext; + uint32_t viewFormatCount; + const VkFormat* pViewFormats; +} VkImageFormatListCreateInfo; + +typedef struct VkAttachmentDescription2 { + VkStructureType sType; + const void* pNext; + VkAttachmentDescriptionFlags flags; + VkFormat format; + VkSampleCountFlagBits samples; + VkAttachmentLoadOp loadOp; + VkAttachmentStoreOp storeOp; + VkAttachmentLoadOp stencilLoadOp; + VkAttachmentStoreOp stencilStoreOp; + VkImageLayout initialLayout; + VkImageLayout finalLayout; +} VkAttachmentDescription2; + +typedef struct VkAttachmentReference2 { + VkStructureType sType; + const void* pNext; + uint32_t attachment; + VkImageLayout layout; + VkImageAspectFlags aspectMask; +} VkAttachmentReference2; + +typedef struct VkSubpassDescription2 { + VkStructureType sType; + const void* pNext; + VkSubpassDescriptionFlags flags; + VkPipelineBindPoint pipelineBindPoint; + uint32_t viewMask; + uint32_t inputAttachmentCount; + const VkAttachmentReference2* pInputAttachments; + uint32_t colorAttachmentCount; + const VkAttachmentReference2* pColorAttachments; + const VkAttachmentReference2* pResolveAttachments; + const VkAttachmentReference2* pDepthStencilAttachment; + uint32_t preserveAttachmentCount; + const uint32_t* pPreserveAttachments; +} VkSubpassDescription2; + +typedef struct VkSubpassDependency2 { + VkStructureType sType; + const void* pNext; + uint32_t srcSubpass; + uint32_t dstSubpass; + VkPipelineStageFlags srcStageMask; + VkPipelineStageFlags dstStageMask; + VkAccessFlags srcAccessMask; + VkAccessFlags dstAccessMask; + VkDependencyFlags dependencyFlags; + int32_t viewOffset; +} VkSubpassDependency2; + +typedef struct VkRenderPassCreateInfo2 { + VkStructureType sType; + const void* pNext; + VkRenderPassCreateFlags flags; + uint32_t attachmentCount; + const VkAttachmentDescription2* pAttachments; + uint32_t subpassCount; + const VkSubpassDescription2* pSubpasses; + uint32_t dependencyCount; + const VkSubpassDependency2* pDependencies; + uint32_t correlatedViewMaskCount; + const uint32_t* pCorrelatedViewMasks; +} VkRenderPassCreateInfo2; + +typedef struct VkSubpassBeginInfo { + VkStructureType sType; + const void* pNext; + VkSubpassContents contents; +} VkSubpassBeginInfo; + +typedef struct VkSubpassEndInfo { + VkStructureType sType; + const void* pNext; +} VkSubpassEndInfo; + +typedef struct VkPhysicalDevice8BitStorageFeatures { + VkStructureType sType; + void* pNext; + VkBool32 storageBuffer8BitAccess; + VkBool32 uniformAndStorageBuffer8BitAccess; + VkBool32 storagePushConstant8; +} VkPhysicalDevice8BitStorageFeatures; + +typedef struct VkPhysicalDeviceDriverProperties { + VkStructureType sType; + void* pNext; + VkDriverId driverID; + char driverName[VK_MAX_DRIVER_NAME_SIZE]; + char driverInfo[VK_MAX_DRIVER_INFO_SIZE]; + VkConformanceVersion conformanceVersion; +} VkPhysicalDeviceDriverProperties; + +typedef struct VkPhysicalDeviceShaderAtomicInt64Features { + VkStructureType sType; + void* pNext; + VkBool32 shaderBufferInt64Atomics; + VkBool32 shaderSharedInt64Atomics; +} VkPhysicalDeviceShaderAtomicInt64Features; + +typedef struct VkPhysicalDeviceShaderFloat16Int8Features { + VkStructureType sType; + void* pNext; + VkBool32 shaderFloat16; + VkBool32 shaderInt8; +} VkPhysicalDeviceShaderFloat16Int8Features; + +typedef struct VkPhysicalDeviceFloatControlsProperties { + VkStructureType sType; + void* pNext; + VkShaderFloatControlsIndependence denormBehaviorIndependence; + VkShaderFloatControlsIndependence roundingModeIndependence; + VkBool32 shaderSignedZeroInfNanPreserveFloat16; + VkBool32 shaderSignedZeroInfNanPreserveFloat32; + VkBool32 shaderSignedZeroInfNanPreserveFloat64; + VkBool32 shaderDenormPreserveFloat16; + VkBool32 shaderDenormPreserveFloat32; + VkBool32 shaderDenormPreserveFloat64; + VkBool32 shaderDenormFlushToZeroFloat16; + VkBool32 shaderDenormFlushToZeroFloat32; + VkBool32 shaderDenormFlushToZeroFloat64; + VkBool32 shaderRoundingModeRTEFloat16; + VkBool32 shaderRoundingModeRTEFloat32; + VkBool32 shaderRoundingModeRTEFloat64; + VkBool32 shaderRoundingModeRTZFloat16; + VkBool32 shaderRoundingModeRTZFloat32; + VkBool32 shaderRoundingModeRTZFloat64; +} VkPhysicalDeviceFloatControlsProperties; + +typedef struct VkDescriptorSetLayoutBindingFlagsCreateInfo { + VkStructureType sType; + const void* pNext; + uint32_t bindingCount; + const VkDescriptorBindingFlags* pBindingFlags; +} VkDescriptorSetLayoutBindingFlagsCreateInfo; + +typedef struct VkPhysicalDeviceDescriptorIndexingFeatures { + VkStructureType sType; + void* pNext; + VkBool32 shaderInputAttachmentArrayDynamicIndexing; + VkBool32 shaderUniformTexelBufferArrayDynamicIndexing; + VkBool32 shaderStorageTexelBufferArrayDynamicIndexing; + VkBool32 shaderUniformBufferArrayNonUniformIndexing; + VkBool32 shaderSampledImageArrayNonUniformIndexing; + VkBool32 shaderStorageBufferArrayNonUniformIndexing; + VkBool32 shaderStorageImageArrayNonUniformIndexing; + VkBool32 shaderInputAttachmentArrayNonUniformIndexing; + VkBool32 shaderUniformTexelBufferArrayNonUniformIndexing; + VkBool32 shaderStorageTexelBufferArrayNonUniformIndexing; + VkBool32 descriptorBindingUniformBufferUpdateAfterBind; + VkBool32 descriptorBindingSampledImageUpdateAfterBind; + VkBool32 descriptorBindingStorageImageUpdateAfterBind; + VkBool32 descriptorBindingStorageBufferUpdateAfterBind; + VkBool32 descriptorBindingUniformTexelBufferUpdateAfterBind; + VkBool32 descriptorBindingStorageTexelBufferUpdateAfterBind; + VkBool32 descriptorBindingUpdateUnusedWhilePending; + VkBool32 descriptorBindingPartiallyBound; + VkBool32 descriptorBindingVariableDescriptorCount; + VkBool32 runtimeDescriptorArray; +} VkPhysicalDeviceDescriptorIndexingFeatures; + +typedef struct VkPhysicalDeviceDescriptorIndexingProperties { + VkStructureType sType; + void* pNext; + uint32_t maxUpdateAfterBindDescriptorsInAllPools; + VkBool32 shaderUniformBufferArrayNonUniformIndexingNative; + VkBool32 shaderSampledImageArrayNonUniformIndexingNative; + VkBool32 shaderStorageBufferArrayNonUniformIndexingNative; + VkBool32 shaderStorageImageArrayNonUniformIndexingNative; + VkBool32 shaderInputAttachmentArrayNonUniformIndexingNative; + VkBool32 robustBufferAccessUpdateAfterBind; + VkBool32 quadDivergentImplicitLod; + uint32_t maxPerStageDescriptorUpdateAfterBindSamplers; + uint32_t maxPerStageDescriptorUpdateAfterBindUniformBuffers; + uint32_t maxPerStageDescriptorUpdateAfterBindStorageBuffers; + uint32_t maxPerStageDescriptorUpdateAfterBindSampledImages; + uint32_t maxPerStageDescriptorUpdateAfterBindStorageImages; + uint32_t maxPerStageDescriptorUpdateAfterBindInputAttachments; + uint32_t maxPerStageUpdateAfterBindResources; + uint32_t maxDescriptorSetUpdateAfterBindSamplers; + uint32_t maxDescriptorSetUpdateAfterBindUniformBuffers; + uint32_t maxDescriptorSetUpdateAfterBindUniformBuffersDynamic; + uint32_t maxDescriptorSetUpdateAfterBindStorageBuffers; + uint32_t maxDescriptorSetUpdateAfterBindStorageBuffersDynamic; + uint32_t maxDescriptorSetUpdateAfterBindSampledImages; + uint32_t maxDescriptorSetUpdateAfterBindStorageImages; + uint32_t maxDescriptorSetUpdateAfterBindInputAttachments; +} VkPhysicalDeviceDescriptorIndexingProperties; + +typedef struct VkDescriptorSetVariableDescriptorCountAllocateInfo { + VkStructureType sType; + const void* pNext; + uint32_t descriptorSetCount; + const uint32_t* pDescriptorCounts; +} VkDescriptorSetVariableDescriptorCountAllocateInfo; + +typedef struct VkDescriptorSetVariableDescriptorCountLayoutSupport { + VkStructureType sType; + void* pNext; + uint32_t maxVariableDescriptorCount; +} VkDescriptorSetVariableDescriptorCountLayoutSupport; + +typedef struct VkSubpassDescriptionDepthStencilResolve { + VkStructureType sType; + const void* pNext; + VkResolveModeFlagBits depthResolveMode; + VkResolveModeFlagBits stencilResolveMode; + const VkAttachmentReference2* pDepthStencilResolveAttachment; +} VkSubpassDescriptionDepthStencilResolve; + +typedef struct VkPhysicalDeviceDepthStencilResolveProperties { + VkStructureType sType; + void* pNext; + VkResolveModeFlags supportedDepthResolveModes; + VkResolveModeFlags supportedStencilResolveModes; + VkBool32 independentResolveNone; + VkBool32 independentResolve; +} VkPhysicalDeviceDepthStencilResolveProperties; + +typedef struct VkPhysicalDeviceScalarBlockLayoutFeatures { + VkStructureType sType; + void* pNext; + VkBool32 scalarBlockLayout; +} VkPhysicalDeviceScalarBlockLayoutFeatures; + +typedef struct VkImageStencilUsageCreateInfo { + VkStructureType sType; + const void* pNext; + VkImageUsageFlags stencilUsage; +} VkImageStencilUsageCreateInfo; + +typedef struct VkSamplerReductionModeCreateInfo { + VkStructureType sType; + const void* pNext; + VkSamplerReductionMode reductionMode; +} VkSamplerReductionModeCreateInfo; + +typedef struct VkPhysicalDeviceSamplerFilterMinmaxProperties { + VkStructureType sType; + void* pNext; + VkBool32 filterMinmaxSingleComponentFormats; + VkBool32 filterMinmaxImageComponentMapping; +} VkPhysicalDeviceSamplerFilterMinmaxProperties; + +typedef struct VkPhysicalDeviceVulkanMemoryModelFeatures { + VkStructureType sType; + void* pNext; + VkBool32 vulkanMemoryModel; + VkBool32 vulkanMemoryModelDeviceScope; + VkBool32 vulkanMemoryModelAvailabilityVisibilityChains; +} VkPhysicalDeviceVulkanMemoryModelFeatures; + +typedef struct VkPhysicalDeviceImagelessFramebufferFeatures { + VkStructureType sType; + void* pNext; + VkBool32 imagelessFramebuffer; +} VkPhysicalDeviceImagelessFramebufferFeatures; + +typedef struct VkFramebufferAttachmentImageInfo { + VkStructureType sType; + const void* pNext; + VkImageCreateFlags flags; + VkImageUsageFlags usage; + uint32_t width; + uint32_t height; + uint32_t layerCount; + uint32_t viewFormatCount; + const VkFormat* pViewFormats; +} VkFramebufferAttachmentImageInfo; + +typedef struct VkFramebufferAttachmentsCreateInfo { + VkStructureType sType; + const void* pNext; + uint32_t attachmentImageInfoCount; + const VkFramebufferAttachmentImageInfo* pAttachmentImageInfos; +} VkFramebufferAttachmentsCreateInfo; + +typedef struct VkRenderPassAttachmentBeginInfo { + VkStructureType sType; + const void* pNext; + uint32_t attachmentCount; + const VkImageView* pAttachments; +} VkRenderPassAttachmentBeginInfo; + +typedef struct VkPhysicalDeviceUniformBufferStandardLayoutFeatures { + VkStructureType sType; + void* pNext; + VkBool32 uniformBufferStandardLayout; +} VkPhysicalDeviceUniformBufferStandardLayoutFeatures; + +typedef struct VkPhysicalDeviceShaderSubgroupExtendedTypesFeatures { + VkStructureType sType; + void* pNext; + VkBool32 shaderSubgroupExtendedTypes; +} VkPhysicalDeviceShaderSubgroupExtendedTypesFeatures; + +typedef struct VkPhysicalDeviceSeparateDepthStencilLayoutsFeatures { + VkStructureType sType; + void* pNext; + VkBool32 separateDepthStencilLayouts; +} VkPhysicalDeviceSeparateDepthStencilLayoutsFeatures; + +typedef struct VkAttachmentReferenceStencilLayout { + VkStructureType sType; + void* pNext; + VkImageLayout stencilLayout; +} VkAttachmentReferenceStencilLayout; + +typedef struct VkAttachmentDescriptionStencilLayout { + VkStructureType sType; + void* pNext; + VkImageLayout stencilInitialLayout; + VkImageLayout stencilFinalLayout; +} VkAttachmentDescriptionStencilLayout; + +typedef struct VkPhysicalDeviceHostQueryResetFeatures { + VkStructureType sType; + void* pNext; + VkBool32 hostQueryReset; +} VkPhysicalDeviceHostQueryResetFeatures; + +typedef struct VkPhysicalDeviceTimelineSemaphoreFeatures { + VkStructureType sType; + void* pNext; + VkBool32 timelineSemaphore; +} VkPhysicalDeviceTimelineSemaphoreFeatures; + +typedef struct VkPhysicalDeviceTimelineSemaphoreProperties { + VkStructureType sType; + void* pNext; + uint64_t maxTimelineSemaphoreValueDifference; +} VkPhysicalDeviceTimelineSemaphoreProperties; + +typedef struct VkSemaphoreTypeCreateInfo { + VkStructureType sType; + const void* pNext; + VkSemaphoreType semaphoreType; + uint64_t initialValue; +} VkSemaphoreTypeCreateInfo; + +typedef struct VkTimelineSemaphoreSubmitInfo { + VkStructureType sType; + const void* pNext; + uint32_t waitSemaphoreValueCount; + const uint64_t* pWaitSemaphoreValues; + uint32_t signalSemaphoreValueCount; + const uint64_t* pSignalSemaphoreValues; +} VkTimelineSemaphoreSubmitInfo; + +typedef struct VkSemaphoreWaitInfo { + VkStructureType sType; + const void* pNext; + VkSemaphoreWaitFlags flags; + uint32_t semaphoreCount; + const VkSemaphore* pSemaphores; + const uint64_t* pValues; +} VkSemaphoreWaitInfo; + +typedef struct VkSemaphoreSignalInfo { + VkStructureType sType; + const void* pNext; + VkSemaphore semaphore; + uint64_t value; +} VkSemaphoreSignalInfo; + +typedef struct VkPhysicalDeviceBufferDeviceAddressFeatures { + VkStructureType sType; + void* pNext; + VkBool32 bufferDeviceAddress; + VkBool32 bufferDeviceAddressCaptureReplay; + VkBool32 bufferDeviceAddressMultiDevice; +} VkPhysicalDeviceBufferDeviceAddressFeatures; + +typedef struct VkBufferDeviceAddressInfo { + VkStructureType sType; + const void* pNext; + VkBuffer buffer; +} VkBufferDeviceAddressInfo; + +typedef struct VkBufferOpaqueCaptureAddressCreateInfo { + VkStructureType sType; + const void* pNext; + uint64_t opaqueCaptureAddress; +} VkBufferOpaqueCaptureAddressCreateInfo; + +typedef struct VkMemoryOpaqueCaptureAddressAllocateInfo { + VkStructureType sType; + const void* pNext; + uint64_t opaqueCaptureAddress; +} VkMemoryOpaqueCaptureAddressAllocateInfo; + +typedef struct VkDeviceMemoryOpaqueCaptureAddressInfo { + VkStructureType sType; + const void* pNext; + VkDeviceMemory memory; +} VkDeviceMemoryOpaqueCaptureAddressInfo; + +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndirectCount)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkBuffer countBuffer, VkDeviceSize countBufferOffset, uint32_t maxDrawCount, uint32_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndexedIndirectCount)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkBuffer countBuffer, VkDeviceSize countBufferOffset, uint32_t maxDrawCount, uint32_t stride); +typedef VkResult (VKAPI_PTR *PFN_vkCreateRenderPass2)(VkDevice device, const VkRenderPassCreateInfo2* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkRenderPass* pRenderPass); +typedef void (VKAPI_PTR *PFN_vkCmdBeginRenderPass2)(VkCommandBuffer commandBuffer, const VkRenderPassBeginInfo* pRenderPassBegin, const VkSubpassBeginInfo* pSubpassBeginInfo); +typedef void (VKAPI_PTR *PFN_vkCmdNextSubpass2)(VkCommandBuffer commandBuffer, const VkSubpassBeginInfo* pSubpassBeginInfo, const VkSubpassEndInfo* pSubpassEndInfo); +typedef void (VKAPI_PTR *PFN_vkCmdEndRenderPass2)(VkCommandBuffer commandBuffer, const VkSubpassEndInfo* pSubpassEndInfo); +typedef void (VKAPI_PTR *PFN_vkResetQueryPool)(VkDevice device, VkQueryPool queryPool, uint32_t firstQuery, uint32_t queryCount); +typedef VkResult (VKAPI_PTR *PFN_vkGetSemaphoreCounterValue)(VkDevice device, VkSemaphore semaphore, uint64_t* pValue); +typedef VkResult (VKAPI_PTR *PFN_vkWaitSemaphores)(VkDevice device, const VkSemaphoreWaitInfo* pWaitInfo, uint64_t timeout); +typedef VkResult (VKAPI_PTR *PFN_vkSignalSemaphore)(VkDevice device, const VkSemaphoreSignalInfo* pSignalInfo); +typedef VkDeviceAddress (VKAPI_PTR *PFN_vkGetBufferDeviceAddress)(VkDevice device, const VkBufferDeviceAddressInfo* pInfo); +typedef uint64_t (VKAPI_PTR *PFN_vkGetBufferOpaqueCaptureAddress)(VkDevice device, const VkBufferDeviceAddressInfo* pInfo); +typedef uint64_t (VKAPI_PTR *PFN_vkGetDeviceMemoryOpaqueCaptureAddress)(VkDevice device, const VkDeviceMemoryOpaqueCaptureAddressInfo* pInfo); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalBufferProperties( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, - VkExternalBufferProperties* pExternalBufferProperties); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndirectCount( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkBuffer countBuffer, + VkDeviceSize countBufferOffset, + uint32_t maxDrawCount, + uint32_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexedIndirectCount( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkBuffer countBuffer, + VkDeviceSize countBufferOffset, + uint32_t maxDrawCount, + uint32_t stride); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateRenderPass2( + VkDevice device, + const VkRenderPassCreateInfo2* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkRenderPass* pRenderPass); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginRenderPass2( + VkCommandBuffer commandBuffer, + const VkRenderPassBeginInfo* pRenderPassBegin, + const VkSubpassBeginInfo* pSubpassBeginInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdNextSubpass2( + VkCommandBuffer commandBuffer, + const VkSubpassBeginInfo* pSubpassBeginInfo, + const VkSubpassEndInfo* pSubpassEndInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndRenderPass2( + VkCommandBuffer commandBuffer, + const VkSubpassEndInfo* pSubpassEndInfo); + +VKAPI_ATTR void VKAPI_CALL vkResetQueryPool( + VkDevice device, + VkQueryPool queryPool, + uint32_t firstQuery, + uint32_t queryCount); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetSemaphoreCounterValue( + VkDevice device, + VkSemaphore semaphore, + uint64_t* pValue); + +VKAPI_ATTR VkResult VKAPI_CALL vkWaitSemaphores( + VkDevice device, + const VkSemaphoreWaitInfo* pWaitInfo, + uint64_t timeout); + +VKAPI_ATTR VkResult VKAPI_CALL vkSignalSemaphore( + VkDevice device, + const VkSemaphoreSignalInfo* pSignalInfo); + +VKAPI_ATTR VkDeviceAddress VKAPI_CALL vkGetBufferDeviceAddress( + VkDevice device, + const VkBufferDeviceAddressInfo* pInfo); + +VKAPI_ATTR uint64_t VKAPI_CALL vkGetBufferOpaqueCaptureAddress( + VkDevice device, + const VkBufferDeviceAddressInfo* pInfo); + +VKAPI_ATTR uint64_t VKAPI_CALL vkGetDeviceMemoryOpaqueCaptureAddress( + VkDevice device, + const VkDeviceMemoryOpaqueCaptureAddressInfo* pInfo); +#endif -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalFenceProperties( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, - VkExternalFenceProperties* pExternalFenceProperties); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalSemaphoreProperties( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, - VkExternalSemaphoreProperties* pExternalSemaphoreProperties); +#define VK_VERSION_1_3 1 +// Vulkan 1.3 version number +#define VK_API_VERSION_1_3 VK_MAKE_API_VERSION(0, 1, 3, 0)// Patch version should always be set to 0 + +typedef uint64_t VkFlags64; +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkPrivateDataSlot) + +typedef enum VkPipelineCreationFeedbackFlagBits { + VK_PIPELINE_CREATION_FEEDBACK_VALID_BIT = 0x00000001, + VK_PIPELINE_CREATION_FEEDBACK_APPLICATION_PIPELINE_CACHE_HIT_BIT = 0x00000002, + VK_PIPELINE_CREATION_FEEDBACK_BASE_PIPELINE_ACCELERATION_BIT = 0x00000004, + VK_PIPELINE_CREATION_FEEDBACK_VALID_BIT_EXT = VK_PIPELINE_CREATION_FEEDBACK_VALID_BIT, + VK_PIPELINE_CREATION_FEEDBACK_APPLICATION_PIPELINE_CACHE_HIT_BIT_EXT = VK_PIPELINE_CREATION_FEEDBACK_APPLICATION_PIPELINE_CACHE_HIT_BIT, + VK_PIPELINE_CREATION_FEEDBACK_BASE_PIPELINE_ACCELERATION_BIT_EXT = VK_PIPELINE_CREATION_FEEDBACK_BASE_PIPELINE_ACCELERATION_BIT, + VK_PIPELINE_CREATION_FEEDBACK_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkPipelineCreationFeedbackFlagBits; +typedef VkFlags VkPipelineCreationFeedbackFlags; + +typedef enum VkToolPurposeFlagBits { + VK_TOOL_PURPOSE_VALIDATION_BIT = 0x00000001, + VK_TOOL_PURPOSE_PROFILING_BIT = 0x00000002, + VK_TOOL_PURPOSE_TRACING_BIT = 0x00000004, + VK_TOOL_PURPOSE_ADDITIONAL_FEATURES_BIT = 0x00000008, + VK_TOOL_PURPOSE_MODIFYING_FEATURES_BIT = 0x00000010, + VK_TOOL_PURPOSE_DEBUG_REPORTING_BIT_EXT = 0x00000020, + VK_TOOL_PURPOSE_DEBUG_MARKERS_BIT_EXT = 0x00000040, + VK_TOOL_PURPOSE_VALIDATION_BIT_EXT = VK_TOOL_PURPOSE_VALIDATION_BIT, + VK_TOOL_PURPOSE_PROFILING_BIT_EXT = VK_TOOL_PURPOSE_PROFILING_BIT, + VK_TOOL_PURPOSE_TRACING_BIT_EXT = VK_TOOL_PURPOSE_TRACING_BIT, + VK_TOOL_PURPOSE_ADDITIONAL_FEATURES_BIT_EXT = VK_TOOL_PURPOSE_ADDITIONAL_FEATURES_BIT, + VK_TOOL_PURPOSE_MODIFYING_FEATURES_BIT_EXT = VK_TOOL_PURPOSE_MODIFYING_FEATURES_BIT, + VK_TOOL_PURPOSE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkToolPurposeFlagBits; +typedef VkFlags VkToolPurposeFlags; + +typedef enum VkPrivateDataSlotCreateFlagBits { + VK_PRIVATE_DATA_SLOT_CREATE_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkPrivateDataSlotCreateFlagBits; +typedef VkFlags VkPrivateDataSlotCreateFlags; +typedef VkFlags64 VkPipelineStageFlags2; + +// Flag bits for VkPipelineStageFlagBits2 +typedef VkFlags64 VkPipelineStageFlagBits2; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_NONE = 0ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_NONE_KHR = 0ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TOP_OF_PIPE_BIT = 0x00000001ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TOP_OF_PIPE_BIT_KHR = 0x00000001ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_DRAW_INDIRECT_BIT = 0x00000002ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_DRAW_INDIRECT_BIT_KHR = 0x00000002ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VERTEX_INPUT_BIT = 0x00000004ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VERTEX_INPUT_BIT_KHR = 0x00000004ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VERTEX_SHADER_BIT = 0x00000008ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VERTEX_SHADER_BIT_KHR = 0x00000008ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TESSELLATION_CONTROL_SHADER_BIT = 0x00000010ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TESSELLATION_CONTROL_SHADER_BIT_KHR = 0x00000010ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TESSELLATION_EVALUATION_SHADER_BIT = 0x00000020ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TESSELLATION_EVALUATION_SHADER_BIT_KHR = 0x00000020ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_GEOMETRY_SHADER_BIT = 0x00000040ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_GEOMETRY_SHADER_BIT_KHR = 0x00000040ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_FRAGMENT_SHADER_BIT = 0x00000080ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_FRAGMENT_SHADER_BIT_KHR = 0x00000080ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_EARLY_FRAGMENT_TESTS_BIT = 0x00000100ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_EARLY_FRAGMENT_TESTS_BIT_KHR = 0x00000100ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_LATE_FRAGMENT_TESTS_BIT = 0x00000200ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_LATE_FRAGMENT_TESTS_BIT_KHR = 0x00000200ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_COLOR_ATTACHMENT_OUTPUT_BIT = 0x00000400ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_COLOR_ATTACHMENT_OUTPUT_BIT_KHR = 0x00000400ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_COMPUTE_SHADER_BIT = 0x00000800ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_COMPUTE_SHADER_BIT_KHR = 0x00000800ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ALL_TRANSFER_BIT = 0x00001000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ALL_TRANSFER_BIT_KHR = 0x00001000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TRANSFER_BIT = 0x00001000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TRANSFER_BIT_KHR = 0x00001000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_BOTTOM_OF_PIPE_BIT = 0x00002000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_BOTTOM_OF_PIPE_BIT_KHR = 0x00002000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_HOST_BIT = 0x00004000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_HOST_BIT_KHR = 0x00004000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ALL_GRAPHICS_BIT = 0x00008000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ALL_GRAPHICS_BIT_KHR = 0x00008000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ALL_COMMANDS_BIT = 0x00010000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ALL_COMMANDS_BIT_KHR = 0x00010000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_COPY_BIT = 0x100000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_COPY_BIT_KHR = 0x100000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_RESOLVE_BIT = 0x200000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_RESOLVE_BIT_KHR = 0x200000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_BLIT_BIT = 0x400000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_BLIT_BIT_KHR = 0x400000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_CLEAR_BIT = 0x800000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_CLEAR_BIT_KHR = 0x800000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_INDEX_INPUT_BIT = 0x1000000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_INDEX_INPUT_BIT_KHR = 0x1000000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VERTEX_ATTRIBUTE_INPUT_BIT = 0x2000000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VERTEX_ATTRIBUTE_INPUT_BIT_KHR = 0x2000000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_PRE_RASTERIZATION_SHADERS_BIT = 0x4000000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_PRE_RASTERIZATION_SHADERS_BIT_KHR = 0x4000000000ULL; +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VIDEO_DECODE_BIT_KHR = 0x04000000ULL; +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_VIDEO_ENCODE_BIT_KHR = 0x08000000ULL; +#endif +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TRANSFORM_FEEDBACK_BIT_EXT = 0x01000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_CONDITIONAL_RENDERING_BIT_EXT = 0x00040000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_COMMAND_PREPROCESS_BIT_NV = 0x00020000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR = 0x00400000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_SHADING_RATE_IMAGE_BIT_NV = 0x00400000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ACCELERATION_STRUCTURE_BUILD_BIT_KHR = 0x02000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_RAY_TRACING_SHADER_BIT_KHR = 0x00200000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_RAY_TRACING_SHADER_BIT_NV = 0x00200000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_ACCELERATION_STRUCTURE_BUILD_BIT_NV = 0x02000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_FRAGMENT_DENSITY_PROCESS_BIT_EXT = 0x00800000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_TASK_SHADER_BIT_NV = 0x00080000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_MESH_SHADER_BIT_NV = 0x00100000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_SUBPASS_SHADING_BIT_HUAWEI = 0x8000000000ULL; +static const VkPipelineStageFlagBits2 VK_PIPELINE_STAGE_2_INVOCATION_MASK_BIT_HUAWEI = 0x10000000000ULL; + +typedef VkFlags64 VkAccessFlags2; + +// Flag bits for VkAccessFlagBits2 +typedef VkFlags64 VkAccessFlagBits2; +static const VkAccessFlagBits2 VK_ACCESS_2_NONE = 0ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_NONE_KHR = 0ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_INDIRECT_COMMAND_READ_BIT = 0x00000001ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_INDIRECT_COMMAND_READ_BIT_KHR = 0x00000001ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_INDEX_READ_BIT = 0x00000002ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_INDEX_READ_BIT_KHR = 0x00000002ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_VERTEX_ATTRIBUTE_READ_BIT = 0x00000004ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_VERTEX_ATTRIBUTE_READ_BIT_KHR = 0x00000004ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_UNIFORM_READ_BIT = 0x00000008ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_UNIFORM_READ_BIT_KHR = 0x00000008ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_INPUT_ATTACHMENT_READ_BIT = 0x00000010ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_INPUT_ATTACHMENT_READ_BIT_KHR = 0x00000010ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_READ_BIT = 0x00000020ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_READ_BIT_KHR = 0x00000020ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_WRITE_BIT = 0x00000040ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_WRITE_BIT_KHR = 0x00000040ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_COLOR_ATTACHMENT_READ_BIT = 0x00000080ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_COLOR_ATTACHMENT_READ_BIT_KHR = 0x00000080ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_COLOR_ATTACHMENT_WRITE_BIT = 0x00000100ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_COLOR_ATTACHMENT_WRITE_BIT_KHR = 0x00000100ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_DEPTH_STENCIL_ATTACHMENT_READ_BIT = 0x00000200ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_DEPTH_STENCIL_ATTACHMENT_READ_BIT_KHR = 0x00000200ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_DEPTH_STENCIL_ATTACHMENT_WRITE_BIT = 0x00000400ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_DEPTH_STENCIL_ATTACHMENT_WRITE_BIT_KHR = 0x00000400ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_TRANSFER_READ_BIT = 0x00000800ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_TRANSFER_READ_BIT_KHR = 0x00000800ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_TRANSFER_WRITE_BIT = 0x00001000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_TRANSFER_WRITE_BIT_KHR = 0x00001000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_HOST_READ_BIT = 0x00002000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_HOST_READ_BIT_KHR = 0x00002000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_HOST_WRITE_BIT = 0x00004000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_HOST_WRITE_BIT_KHR = 0x00004000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_MEMORY_READ_BIT = 0x00008000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_MEMORY_READ_BIT_KHR = 0x00008000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_MEMORY_WRITE_BIT = 0x00010000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_MEMORY_WRITE_BIT_KHR = 0x00010000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_SAMPLED_READ_BIT = 0x100000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_SAMPLED_READ_BIT_KHR = 0x100000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_STORAGE_READ_BIT = 0x200000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_STORAGE_READ_BIT_KHR = 0x200000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_STORAGE_WRITE_BIT = 0x400000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADER_STORAGE_WRITE_BIT_KHR = 0x400000000ULL; +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkAccessFlagBits2 VK_ACCESS_2_VIDEO_DECODE_READ_BIT_KHR = 0x800000000ULL; +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkAccessFlagBits2 VK_ACCESS_2_VIDEO_DECODE_WRITE_BIT_KHR = 0x1000000000ULL; +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkAccessFlagBits2 VK_ACCESS_2_VIDEO_ENCODE_READ_BIT_KHR = 0x2000000000ULL; +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkAccessFlagBits2 VK_ACCESS_2_VIDEO_ENCODE_WRITE_BIT_KHR = 0x4000000000ULL; +#endif +static const VkAccessFlagBits2 VK_ACCESS_2_TRANSFORM_FEEDBACK_WRITE_BIT_EXT = 0x02000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_TRANSFORM_FEEDBACK_COUNTER_READ_BIT_EXT = 0x04000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_TRANSFORM_FEEDBACK_COUNTER_WRITE_BIT_EXT = 0x08000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_CONDITIONAL_RENDERING_READ_BIT_EXT = 0x00100000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_COMMAND_PREPROCESS_READ_BIT_NV = 0x00020000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_COMMAND_PREPROCESS_WRITE_BIT_NV = 0x00040000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_FRAGMENT_SHADING_RATE_ATTACHMENT_READ_BIT_KHR = 0x00800000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_SHADING_RATE_IMAGE_READ_BIT_NV = 0x00800000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_ACCELERATION_STRUCTURE_READ_BIT_KHR = 0x00200000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_ACCELERATION_STRUCTURE_WRITE_BIT_KHR = 0x00400000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_ACCELERATION_STRUCTURE_READ_BIT_NV = 0x00200000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_ACCELERATION_STRUCTURE_WRITE_BIT_NV = 0x00400000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_FRAGMENT_DENSITY_MAP_READ_BIT_EXT = 0x01000000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_COLOR_ATTACHMENT_READ_NONCOHERENT_BIT_EXT = 0x00080000ULL; +static const VkAccessFlagBits2 VK_ACCESS_2_INVOCATION_MASK_READ_BIT_HUAWEI = 0x8000000000ULL; + + +typedef enum VkSubmitFlagBits { + VK_SUBMIT_PROTECTED_BIT = 0x00000001, + VK_SUBMIT_PROTECTED_BIT_KHR = VK_SUBMIT_PROTECTED_BIT, + VK_SUBMIT_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkSubmitFlagBits; +typedef VkFlags VkSubmitFlags; + +typedef enum VkRenderingFlagBits { + VK_RENDERING_CONTENTS_SECONDARY_COMMAND_BUFFERS_BIT = 0x00000001, + VK_RENDERING_SUSPENDING_BIT = 0x00000002, + VK_RENDERING_RESUMING_BIT = 0x00000004, + VK_RENDERING_CONTENTS_SECONDARY_COMMAND_BUFFERS_BIT_KHR = VK_RENDERING_CONTENTS_SECONDARY_COMMAND_BUFFERS_BIT, + VK_RENDERING_SUSPENDING_BIT_KHR = VK_RENDERING_SUSPENDING_BIT, + VK_RENDERING_RESUMING_BIT_KHR = VK_RENDERING_RESUMING_BIT, + VK_RENDERING_FLAG_BITS_MAX_ENUM = 0x7FFFFFFF +} VkRenderingFlagBits; +typedef VkFlags VkRenderingFlags; +typedef VkFlags64 VkFormatFeatureFlags2; + +// Flag bits for VkFormatFeatureFlagBits2 +typedef VkFlags64 VkFormatFeatureFlagBits2; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_BIT = 0x00000001ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_BIT_KHR = 0x00000001ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_IMAGE_BIT = 0x00000002ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_IMAGE_BIT_KHR = 0x00000002ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_IMAGE_ATOMIC_BIT = 0x00000004ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_IMAGE_ATOMIC_BIT_KHR = 0x00000004ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_UNIFORM_TEXEL_BUFFER_BIT = 0x00000008ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_UNIFORM_TEXEL_BUFFER_BIT_KHR = 0x00000008ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_TEXEL_BUFFER_BIT = 0x00000010ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_TEXEL_BUFFER_BIT_KHR = 0x00000010ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_TEXEL_BUFFER_ATOMIC_BIT = 0x00000020ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_TEXEL_BUFFER_ATOMIC_BIT_KHR = 0x00000020ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_VERTEX_BUFFER_BIT = 0x00000040ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_VERTEX_BUFFER_BIT_KHR = 0x00000040ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_COLOR_ATTACHMENT_BIT = 0x00000080ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_COLOR_ATTACHMENT_BIT_KHR = 0x00000080ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_COLOR_ATTACHMENT_BLEND_BIT = 0x00000100ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_COLOR_ATTACHMENT_BLEND_BIT_KHR = 0x00000100ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_DEPTH_STENCIL_ATTACHMENT_BIT = 0x00000200ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_DEPTH_STENCIL_ATTACHMENT_BIT_KHR = 0x00000200ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_BLIT_SRC_BIT = 0x00000400ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_BLIT_SRC_BIT_KHR = 0x00000400ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_BLIT_DST_BIT = 0x00000800ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_BLIT_DST_BIT_KHR = 0x00000800ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_FILTER_LINEAR_BIT = 0x00001000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_FILTER_LINEAR_BIT_KHR = 0x00001000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_FILTER_CUBIC_BIT = 0x00002000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_FILTER_CUBIC_BIT_EXT = 0x00002000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_TRANSFER_SRC_BIT = 0x00004000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_TRANSFER_SRC_BIT_KHR = 0x00004000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_TRANSFER_DST_BIT = 0x00008000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_TRANSFER_DST_BIT_KHR = 0x00008000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_FILTER_MINMAX_BIT = 0x00010000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_FILTER_MINMAX_BIT_KHR = 0x00010000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_MIDPOINT_CHROMA_SAMPLES_BIT = 0x00020000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_MIDPOINT_CHROMA_SAMPLES_BIT_KHR = 0x00020000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT = 0x00040000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_LINEAR_FILTER_BIT_KHR = 0x00040000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT = 0x00080000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_SEPARATE_RECONSTRUCTION_FILTER_BIT_KHR = 0x00080000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT = 0x00100000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_BIT_KHR = 0x00100000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_FORCEABLE_BIT = 0x00200000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_YCBCR_CONVERSION_CHROMA_RECONSTRUCTION_EXPLICIT_FORCEABLE_BIT_KHR = 0x00200000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_DISJOINT_BIT = 0x00400000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_DISJOINT_BIT_KHR = 0x00400000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_COSITED_CHROMA_SAMPLES_BIT = 0x00800000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_COSITED_CHROMA_SAMPLES_BIT_KHR = 0x00800000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_READ_WITHOUT_FORMAT_BIT = 0x80000000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_READ_WITHOUT_FORMAT_BIT_KHR = 0x80000000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_WRITE_WITHOUT_FORMAT_BIT = 0x100000000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_STORAGE_WRITE_WITHOUT_FORMAT_BIT_KHR = 0x100000000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_DEPTH_COMPARISON_BIT = 0x200000000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_SAMPLED_IMAGE_DEPTH_COMPARISON_BIT_KHR = 0x200000000ULL; +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_VIDEO_DECODE_OUTPUT_BIT_KHR = 0x02000000ULL; +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_VIDEO_DECODE_DPB_BIT_KHR = 0x04000000ULL; +#endif +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_ACCELERATION_STRUCTURE_VERTEX_BUFFER_BIT_KHR = 0x20000000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_FRAGMENT_DENSITY_MAP_BIT_EXT = 0x01000000ULL; +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_FRAGMENT_SHADING_RATE_ATTACHMENT_BIT_KHR = 0x40000000ULL; +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_VIDEO_ENCODE_INPUT_BIT_KHR = 0x08000000ULL; +#endif +#ifdef VK_ENABLE_BETA_EXTENSIONS +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_VIDEO_ENCODE_DPB_BIT_KHR = 0x10000000ULL; +#endif +static const VkFormatFeatureFlagBits2 VK_FORMAT_FEATURE_2_LINEAR_COLOR_ATTACHMENT_BIT_NV = 0x4000000000ULL; + +typedef struct VkPhysicalDeviceVulkan13Features { + VkStructureType sType; + void* pNext; + VkBool32 robustImageAccess; + VkBool32 inlineUniformBlock; + VkBool32 descriptorBindingInlineUniformBlockUpdateAfterBind; + VkBool32 pipelineCreationCacheControl; + VkBool32 privateData; + VkBool32 shaderDemoteToHelperInvocation; + VkBool32 shaderTerminateInvocation; + VkBool32 subgroupSizeControl; + VkBool32 computeFullSubgroups; + VkBool32 synchronization2; + VkBool32 textureCompressionASTC_HDR; + VkBool32 shaderZeroInitializeWorkgroupMemory; + VkBool32 dynamicRendering; + VkBool32 shaderIntegerDotProduct; + VkBool32 maintenance4; +} VkPhysicalDeviceVulkan13Features; + +typedef struct VkPhysicalDeviceVulkan13Properties { + VkStructureType sType; + void* pNext; + uint32_t minSubgroupSize; + uint32_t maxSubgroupSize; + uint32_t maxComputeWorkgroupSubgroups; + VkShaderStageFlags requiredSubgroupSizeStages; + uint32_t maxInlineUniformBlockSize; + uint32_t maxPerStageDescriptorInlineUniformBlocks; + uint32_t maxPerStageDescriptorUpdateAfterBindInlineUniformBlocks; + uint32_t maxDescriptorSetInlineUniformBlocks; + uint32_t maxDescriptorSetUpdateAfterBindInlineUniformBlocks; + uint32_t maxInlineUniformTotalSize; + VkBool32 integerDotProduct8BitUnsignedAccelerated; + VkBool32 integerDotProduct8BitSignedAccelerated; + VkBool32 integerDotProduct8BitMixedSignednessAccelerated; + VkBool32 integerDotProduct4x8BitPackedUnsignedAccelerated; + VkBool32 integerDotProduct4x8BitPackedSignedAccelerated; + VkBool32 integerDotProduct4x8BitPackedMixedSignednessAccelerated; + VkBool32 integerDotProduct16BitUnsignedAccelerated; + VkBool32 integerDotProduct16BitSignedAccelerated; + VkBool32 integerDotProduct16BitMixedSignednessAccelerated; + VkBool32 integerDotProduct32BitUnsignedAccelerated; + VkBool32 integerDotProduct32BitSignedAccelerated; + VkBool32 integerDotProduct32BitMixedSignednessAccelerated; + VkBool32 integerDotProduct64BitUnsignedAccelerated; + VkBool32 integerDotProduct64BitSignedAccelerated; + VkBool32 integerDotProduct64BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating8BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating8BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating8BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating4x8BitPackedUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating4x8BitPackedSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating4x8BitPackedMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating16BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating16BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating16BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating32BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating32BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating32BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating64BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating64BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating64BitMixedSignednessAccelerated; + VkDeviceSize storageTexelBufferOffsetAlignmentBytes; + VkBool32 storageTexelBufferOffsetSingleTexelAlignment; + VkDeviceSize uniformTexelBufferOffsetAlignmentBytes; + VkBool32 uniformTexelBufferOffsetSingleTexelAlignment; + VkDeviceSize maxBufferSize; +} VkPhysicalDeviceVulkan13Properties; + +typedef struct VkPipelineCreationFeedback { + VkPipelineCreationFeedbackFlags flags; + uint64_t duration; +} VkPipelineCreationFeedback; + +typedef struct VkPipelineCreationFeedbackCreateInfo { + VkStructureType sType; + const void* pNext; + VkPipelineCreationFeedback* pPipelineCreationFeedback; + uint32_t pipelineStageCreationFeedbackCount; + VkPipelineCreationFeedback* pPipelineStageCreationFeedbacks; +} VkPipelineCreationFeedbackCreateInfo; + +typedef struct VkPhysicalDeviceShaderTerminateInvocationFeatures { + VkStructureType sType; + void* pNext; + VkBool32 shaderTerminateInvocation; +} VkPhysicalDeviceShaderTerminateInvocationFeatures; + +typedef struct VkPhysicalDeviceToolProperties { + VkStructureType sType; + void* pNext; + char name[VK_MAX_EXTENSION_NAME_SIZE]; + char version[VK_MAX_EXTENSION_NAME_SIZE]; + VkToolPurposeFlags purposes; + char description[VK_MAX_DESCRIPTION_SIZE]; + char layer[VK_MAX_EXTENSION_NAME_SIZE]; +} VkPhysicalDeviceToolProperties; + +typedef struct VkPhysicalDeviceShaderDemoteToHelperInvocationFeatures { + VkStructureType sType; + void* pNext; + VkBool32 shaderDemoteToHelperInvocation; +} VkPhysicalDeviceShaderDemoteToHelperInvocationFeatures; + +typedef struct VkPhysicalDevicePrivateDataFeatures { + VkStructureType sType; + void* pNext; + VkBool32 privateData; +} VkPhysicalDevicePrivateDataFeatures; + +typedef struct VkDevicePrivateDataCreateInfo { + VkStructureType sType; + const void* pNext; + uint32_t privateDataSlotRequestCount; +} VkDevicePrivateDataCreateInfo; + +typedef struct VkPrivateDataSlotCreateInfo { + VkStructureType sType; + const void* pNext; + VkPrivateDataSlotCreateFlags flags; +} VkPrivateDataSlotCreateInfo; + +typedef struct VkPhysicalDevicePipelineCreationCacheControlFeatures { + VkStructureType sType; + void* pNext; + VkBool32 pipelineCreationCacheControl; +} VkPhysicalDevicePipelineCreationCacheControlFeatures; + +typedef struct VkMemoryBarrier2 { + VkStructureType sType; + const void* pNext; + VkPipelineStageFlags2 srcStageMask; + VkAccessFlags2 srcAccessMask; + VkPipelineStageFlags2 dstStageMask; + VkAccessFlags2 dstAccessMask; +} VkMemoryBarrier2; + +typedef struct VkBufferMemoryBarrier2 { + VkStructureType sType; + const void* pNext; + VkPipelineStageFlags2 srcStageMask; + VkAccessFlags2 srcAccessMask; + VkPipelineStageFlags2 dstStageMask; + VkAccessFlags2 dstAccessMask; + uint32_t srcQueueFamilyIndex; + uint32_t dstQueueFamilyIndex; + VkBuffer buffer; + VkDeviceSize offset; + VkDeviceSize size; +} VkBufferMemoryBarrier2; + +typedef struct VkImageMemoryBarrier2 { + VkStructureType sType; + const void* pNext; + VkPipelineStageFlags2 srcStageMask; + VkAccessFlags2 srcAccessMask; + VkPipelineStageFlags2 dstStageMask; + VkAccessFlags2 dstAccessMask; + VkImageLayout oldLayout; + VkImageLayout newLayout; + uint32_t srcQueueFamilyIndex; + uint32_t dstQueueFamilyIndex; + VkImage image; + VkImageSubresourceRange subresourceRange; +} VkImageMemoryBarrier2; + +typedef struct VkDependencyInfo { + VkStructureType sType; + const void* pNext; + VkDependencyFlags dependencyFlags; + uint32_t memoryBarrierCount; + const VkMemoryBarrier2* pMemoryBarriers; + uint32_t bufferMemoryBarrierCount; + const VkBufferMemoryBarrier2* pBufferMemoryBarriers; + uint32_t imageMemoryBarrierCount; + const VkImageMemoryBarrier2* pImageMemoryBarriers; +} VkDependencyInfo; + +typedef struct VkSemaphoreSubmitInfo { + VkStructureType sType; + const void* pNext; + VkSemaphore semaphore; + uint64_t value; + VkPipelineStageFlags2 stageMask; + uint32_t deviceIndex; +} VkSemaphoreSubmitInfo; + +typedef struct VkCommandBufferSubmitInfo { + VkStructureType sType; + const void* pNext; + VkCommandBuffer commandBuffer; + uint32_t deviceMask; +} VkCommandBufferSubmitInfo; + +typedef struct VkSubmitInfo2 { + VkStructureType sType; + const void* pNext; + VkSubmitFlags flags; + uint32_t waitSemaphoreInfoCount; + const VkSemaphoreSubmitInfo* pWaitSemaphoreInfos; + uint32_t commandBufferInfoCount; + const VkCommandBufferSubmitInfo* pCommandBufferInfos; + uint32_t signalSemaphoreInfoCount; + const VkSemaphoreSubmitInfo* pSignalSemaphoreInfos; +} VkSubmitInfo2; + +typedef struct VkPhysicalDeviceSynchronization2Features { + VkStructureType sType; + void* pNext; + VkBool32 synchronization2; +} VkPhysicalDeviceSynchronization2Features; + +typedef struct VkPhysicalDeviceZeroInitializeWorkgroupMemoryFeatures { + VkStructureType sType; + void* pNext; + VkBool32 shaderZeroInitializeWorkgroupMemory; +} VkPhysicalDeviceZeroInitializeWorkgroupMemoryFeatures; + +typedef struct VkPhysicalDeviceImageRobustnessFeatures { + VkStructureType sType; + void* pNext; + VkBool32 robustImageAccess; +} VkPhysicalDeviceImageRobustnessFeatures; + +typedef struct VkBufferCopy2 { + VkStructureType sType; + const void* pNext; + VkDeviceSize srcOffset; + VkDeviceSize dstOffset; + VkDeviceSize size; +} VkBufferCopy2; + +typedef struct VkCopyBufferInfo2 { + VkStructureType sType; + const void* pNext; + VkBuffer srcBuffer; + VkBuffer dstBuffer; + uint32_t regionCount; + const VkBufferCopy2* pRegions; +} VkCopyBufferInfo2; + +typedef struct VkImageCopy2 { + VkStructureType sType; + const void* pNext; + VkImageSubresourceLayers srcSubresource; + VkOffset3D srcOffset; + VkImageSubresourceLayers dstSubresource; + VkOffset3D dstOffset; + VkExtent3D extent; +} VkImageCopy2; + +typedef struct VkCopyImageInfo2 { + VkStructureType sType; + const void* pNext; + VkImage srcImage; + VkImageLayout srcImageLayout; + VkImage dstImage; + VkImageLayout dstImageLayout; + uint32_t regionCount; + const VkImageCopy2* pRegions; +} VkCopyImageInfo2; + +typedef struct VkBufferImageCopy2 { + VkStructureType sType; + const void* pNext; + VkDeviceSize bufferOffset; + uint32_t bufferRowLength; + uint32_t bufferImageHeight; + VkImageSubresourceLayers imageSubresource; + VkOffset3D imageOffset; + VkExtent3D imageExtent; +} VkBufferImageCopy2; + +typedef struct VkCopyBufferToImageInfo2 { + VkStructureType sType; + const void* pNext; + VkBuffer srcBuffer; + VkImage dstImage; + VkImageLayout dstImageLayout; + uint32_t regionCount; + const VkBufferImageCopy2* pRegions; +} VkCopyBufferToImageInfo2; + +typedef struct VkCopyImageToBufferInfo2 { + VkStructureType sType; + const void* pNext; + VkImage srcImage; + VkImageLayout srcImageLayout; + VkBuffer dstBuffer; + uint32_t regionCount; + const VkBufferImageCopy2* pRegions; +} VkCopyImageToBufferInfo2; + +typedef struct VkImageBlit2 { + VkStructureType sType; + const void* pNext; + VkImageSubresourceLayers srcSubresource; + VkOffset3D srcOffsets[2]; + VkImageSubresourceLayers dstSubresource; + VkOffset3D dstOffsets[2]; +} VkImageBlit2; + +typedef struct VkBlitImageInfo2 { + VkStructureType sType; + const void* pNext; + VkImage srcImage; + VkImageLayout srcImageLayout; + VkImage dstImage; + VkImageLayout dstImageLayout; + uint32_t regionCount; + const VkImageBlit2* pRegions; + VkFilter filter; +} VkBlitImageInfo2; + +typedef struct VkImageResolve2 { + VkStructureType sType; + const void* pNext; + VkImageSubresourceLayers srcSubresource; + VkOffset3D srcOffset; + VkImageSubresourceLayers dstSubresource; + VkOffset3D dstOffset; + VkExtent3D extent; +} VkImageResolve2; + +typedef struct VkResolveImageInfo2 { + VkStructureType sType; + const void* pNext; + VkImage srcImage; + VkImageLayout srcImageLayout; + VkImage dstImage; + VkImageLayout dstImageLayout; + uint32_t regionCount; + const VkImageResolve2* pRegions; +} VkResolveImageInfo2; + +typedef struct VkPhysicalDeviceSubgroupSizeControlFeatures { + VkStructureType sType; + void* pNext; + VkBool32 subgroupSizeControl; + VkBool32 computeFullSubgroups; +} VkPhysicalDeviceSubgroupSizeControlFeatures; + +typedef struct VkPhysicalDeviceSubgroupSizeControlProperties { + VkStructureType sType; + void* pNext; + uint32_t minSubgroupSize; + uint32_t maxSubgroupSize; + uint32_t maxComputeWorkgroupSubgroups; + VkShaderStageFlags requiredSubgroupSizeStages; +} VkPhysicalDeviceSubgroupSizeControlProperties; + +typedef struct VkPipelineShaderStageRequiredSubgroupSizeCreateInfo { + VkStructureType sType; + void* pNext; + uint32_t requiredSubgroupSize; +} VkPipelineShaderStageRequiredSubgroupSizeCreateInfo; + +typedef struct VkPhysicalDeviceInlineUniformBlockFeatures { + VkStructureType sType; + void* pNext; + VkBool32 inlineUniformBlock; + VkBool32 descriptorBindingInlineUniformBlockUpdateAfterBind; +} VkPhysicalDeviceInlineUniformBlockFeatures; + +typedef struct VkPhysicalDeviceInlineUniformBlockProperties { + VkStructureType sType; + void* pNext; + uint32_t maxInlineUniformBlockSize; + uint32_t maxPerStageDescriptorInlineUniformBlocks; + uint32_t maxPerStageDescriptorUpdateAfterBindInlineUniformBlocks; + uint32_t maxDescriptorSetInlineUniformBlocks; + uint32_t maxDescriptorSetUpdateAfterBindInlineUniformBlocks; +} VkPhysicalDeviceInlineUniformBlockProperties; + +typedef struct VkWriteDescriptorSetInlineUniformBlock { + VkStructureType sType; + const void* pNext; + uint32_t dataSize; + const void* pData; +} VkWriteDescriptorSetInlineUniformBlock; + +typedef struct VkDescriptorPoolInlineUniformBlockCreateInfo { + VkStructureType sType; + const void* pNext; + uint32_t maxInlineUniformBlockBindings; +} VkDescriptorPoolInlineUniformBlockCreateInfo; + +typedef struct VkPhysicalDeviceTextureCompressionASTCHDRFeatures { + VkStructureType sType; + void* pNext; + VkBool32 textureCompressionASTC_HDR; +} VkPhysicalDeviceTextureCompressionASTCHDRFeatures; + +typedef struct VkRenderingAttachmentInfo { + VkStructureType sType; + const void* pNext; + VkImageView imageView; + VkImageLayout imageLayout; + VkResolveModeFlagBits resolveMode; + VkImageView resolveImageView; + VkImageLayout resolveImageLayout; + VkAttachmentLoadOp loadOp; + VkAttachmentStoreOp storeOp; + VkClearValue clearValue; +} VkRenderingAttachmentInfo; + +typedef struct VkRenderingInfo { + VkStructureType sType; + const void* pNext; + VkRenderingFlags flags; + VkRect2D renderArea; + uint32_t layerCount; + uint32_t viewMask; + uint32_t colorAttachmentCount; + const VkRenderingAttachmentInfo* pColorAttachments; + const VkRenderingAttachmentInfo* pDepthAttachment; + const VkRenderingAttachmentInfo* pStencilAttachment; +} VkRenderingInfo; + +typedef struct VkPipelineRenderingCreateInfo { + VkStructureType sType; + const void* pNext; + uint32_t viewMask; + uint32_t colorAttachmentCount; + const VkFormat* pColorAttachmentFormats; + VkFormat depthAttachmentFormat; + VkFormat stencilAttachmentFormat; +} VkPipelineRenderingCreateInfo; + +typedef struct VkPhysicalDeviceDynamicRenderingFeatures { + VkStructureType sType; + void* pNext; + VkBool32 dynamicRendering; +} VkPhysicalDeviceDynamicRenderingFeatures; + +typedef struct VkCommandBufferInheritanceRenderingInfo { + VkStructureType sType; + const void* pNext; + VkRenderingFlags flags; + uint32_t viewMask; + uint32_t colorAttachmentCount; + const VkFormat* pColorAttachmentFormats; + VkFormat depthAttachmentFormat; + VkFormat stencilAttachmentFormat; + VkSampleCountFlagBits rasterizationSamples; +} VkCommandBufferInheritanceRenderingInfo; + +typedef struct VkPhysicalDeviceShaderIntegerDotProductFeatures { + VkStructureType sType; + void* pNext; + VkBool32 shaderIntegerDotProduct; +} VkPhysicalDeviceShaderIntegerDotProductFeatures; + +typedef struct VkPhysicalDeviceShaderIntegerDotProductProperties { + VkStructureType sType; + void* pNext; + VkBool32 integerDotProduct8BitUnsignedAccelerated; + VkBool32 integerDotProduct8BitSignedAccelerated; + VkBool32 integerDotProduct8BitMixedSignednessAccelerated; + VkBool32 integerDotProduct4x8BitPackedUnsignedAccelerated; + VkBool32 integerDotProduct4x8BitPackedSignedAccelerated; + VkBool32 integerDotProduct4x8BitPackedMixedSignednessAccelerated; + VkBool32 integerDotProduct16BitUnsignedAccelerated; + VkBool32 integerDotProduct16BitSignedAccelerated; + VkBool32 integerDotProduct16BitMixedSignednessAccelerated; + VkBool32 integerDotProduct32BitUnsignedAccelerated; + VkBool32 integerDotProduct32BitSignedAccelerated; + VkBool32 integerDotProduct32BitMixedSignednessAccelerated; + VkBool32 integerDotProduct64BitUnsignedAccelerated; + VkBool32 integerDotProduct64BitSignedAccelerated; + VkBool32 integerDotProduct64BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating8BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating8BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating8BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating4x8BitPackedUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating4x8BitPackedSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating4x8BitPackedMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating16BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating16BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating16BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating32BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating32BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating32BitMixedSignednessAccelerated; + VkBool32 integerDotProductAccumulatingSaturating64BitUnsignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating64BitSignedAccelerated; + VkBool32 integerDotProductAccumulatingSaturating64BitMixedSignednessAccelerated; +} VkPhysicalDeviceShaderIntegerDotProductProperties; + +typedef struct VkPhysicalDeviceTexelBufferAlignmentProperties { + VkStructureType sType; + void* pNext; + VkDeviceSize storageTexelBufferOffsetAlignmentBytes; + VkBool32 storageTexelBufferOffsetSingleTexelAlignment; + VkDeviceSize uniformTexelBufferOffsetAlignmentBytes; + VkBool32 uniformTexelBufferOffsetSingleTexelAlignment; +} VkPhysicalDeviceTexelBufferAlignmentProperties; + +typedef struct VkFormatProperties3 { + VkStructureType sType; + void* pNext; + VkFormatFeatureFlags2 linearTilingFeatures; + VkFormatFeatureFlags2 optimalTilingFeatures; + VkFormatFeatureFlags2 bufferFeatures; +} VkFormatProperties3; + +typedef struct VkPhysicalDeviceMaintenance4Features { + VkStructureType sType; + void* pNext; + VkBool32 maintenance4; +} VkPhysicalDeviceMaintenance4Features; + +typedef struct VkPhysicalDeviceMaintenance4Properties { + VkStructureType sType; + void* pNext; + VkDeviceSize maxBufferSize; +} VkPhysicalDeviceMaintenance4Properties; + +typedef struct VkDeviceBufferMemoryRequirements { + VkStructureType sType; + const void* pNext; + const VkBufferCreateInfo* pCreateInfo; +} VkDeviceBufferMemoryRequirements; + +typedef struct VkDeviceImageMemoryRequirements { + VkStructureType sType; + const void* pNext; + const VkImageCreateInfo* pCreateInfo; + VkImageAspectFlagBits planeAspect; +} VkDeviceImageMemoryRequirements; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceToolProperties)(VkPhysicalDevice physicalDevice, uint32_t* pToolCount, VkPhysicalDeviceToolProperties* pToolProperties); +typedef VkResult (VKAPI_PTR *PFN_vkCreatePrivateDataSlot)(VkDevice device, const VkPrivateDataSlotCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkPrivateDataSlot* pPrivateDataSlot); +typedef void (VKAPI_PTR *PFN_vkDestroyPrivateDataSlot)(VkDevice device, VkPrivateDataSlot privateDataSlot, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkSetPrivateData)(VkDevice device, VkObjectType objectType, uint64_t objectHandle, VkPrivateDataSlot privateDataSlot, uint64_t data); +typedef void (VKAPI_PTR *PFN_vkGetPrivateData)(VkDevice device, VkObjectType objectType, uint64_t objectHandle, VkPrivateDataSlot privateDataSlot, uint64_t* pData); +typedef void (VKAPI_PTR *PFN_vkCmdSetEvent2)(VkCommandBuffer commandBuffer, VkEvent event, const VkDependencyInfo* pDependencyInfo); +typedef void (VKAPI_PTR *PFN_vkCmdResetEvent2)(VkCommandBuffer commandBuffer, VkEvent event, VkPipelineStageFlags2 stageMask); +typedef void (VKAPI_PTR *PFN_vkCmdWaitEvents2)(VkCommandBuffer commandBuffer, uint32_t eventCount, const VkEvent* pEvents, const VkDependencyInfo* pDependencyInfos); +typedef void (VKAPI_PTR *PFN_vkCmdPipelineBarrier2)(VkCommandBuffer commandBuffer, const VkDependencyInfo* pDependencyInfo); +typedef void (VKAPI_PTR *PFN_vkCmdWriteTimestamp2)(VkCommandBuffer commandBuffer, VkPipelineStageFlags2 stage, VkQueryPool queryPool, uint32_t query); +typedef VkResult (VKAPI_PTR *PFN_vkQueueSubmit2)(VkQueue queue, uint32_t submitCount, const VkSubmitInfo2* pSubmits, VkFence fence); +typedef void (VKAPI_PTR *PFN_vkCmdCopyBuffer2)(VkCommandBuffer commandBuffer, const VkCopyBufferInfo2* pCopyBufferInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyImage2)(VkCommandBuffer commandBuffer, const VkCopyImageInfo2* pCopyImageInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyBufferToImage2)(VkCommandBuffer commandBuffer, const VkCopyBufferToImageInfo2* pCopyBufferToImageInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyImageToBuffer2)(VkCommandBuffer commandBuffer, const VkCopyImageToBufferInfo2* pCopyImageToBufferInfo); +typedef void (VKAPI_PTR *PFN_vkCmdBlitImage2)(VkCommandBuffer commandBuffer, const VkBlitImageInfo2* pBlitImageInfo); +typedef void (VKAPI_PTR *PFN_vkCmdResolveImage2)(VkCommandBuffer commandBuffer, const VkResolveImageInfo2* pResolveImageInfo); +typedef void (VKAPI_PTR *PFN_vkCmdBeginRendering)(VkCommandBuffer commandBuffer, const VkRenderingInfo* pRenderingInfo); +typedef void (VKAPI_PTR *PFN_vkCmdEndRendering)(VkCommandBuffer commandBuffer); +typedef void (VKAPI_PTR *PFN_vkCmdSetCullMode)(VkCommandBuffer commandBuffer, VkCullModeFlags cullMode); +typedef void (VKAPI_PTR *PFN_vkCmdSetFrontFace)(VkCommandBuffer commandBuffer, VkFrontFace frontFace); +typedef void (VKAPI_PTR *PFN_vkCmdSetPrimitiveTopology)(VkCommandBuffer commandBuffer, VkPrimitiveTopology primitiveTopology); +typedef void (VKAPI_PTR *PFN_vkCmdSetViewportWithCount)(VkCommandBuffer commandBuffer, uint32_t viewportCount, const VkViewport* pViewports); +typedef void (VKAPI_PTR *PFN_vkCmdSetScissorWithCount)(VkCommandBuffer commandBuffer, uint32_t scissorCount, const VkRect2D* pScissors); +typedef void (VKAPI_PTR *PFN_vkCmdBindVertexBuffers2)(VkCommandBuffer commandBuffer, uint32_t firstBinding, uint32_t bindingCount, const VkBuffer* pBuffers, const VkDeviceSize* pOffsets, const VkDeviceSize* pSizes, const VkDeviceSize* pStrides); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthTestEnable)(VkCommandBuffer commandBuffer, VkBool32 depthTestEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthWriteEnable)(VkCommandBuffer commandBuffer, VkBool32 depthWriteEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthCompareOp)(VkCommandBuffer commandBuffer, VkCompareOp depthCompareOp); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthBoundsTestEnable)(VkCommandBuffer commandBuffer, VkBool32 depthBoundsTestEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetStencilTestEnable)(VkCommandBuffer commandBuffer, VkBool32 stencilTestEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetStencilOp)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, VkStencilOp failOp, VkStencilOp passOp, VkStencilOp depthFailOp, VkCompareOp compareOp); +typedef void (VKAPI_PTR *PFN_vkCmdSetRasterizerDiscardEnable)(VkCommandBuffer commandBuffer, VkBool32 rasterizerDiscardEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthBiasEnable)(VkCommandBuffer commandBuffer, VkBool32 depthBiasEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetPrimitiveRestartEnable)(VkCommandBuffer commandBuffer, VkBool32 primitiveRestartEnable); +typedef void (VKAPI_PTR *PFN_vkGetDeviceBufferMemoryRequirements)(VkDevice device, const VkDeviceBufferMemoryRequirements* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetDeviceImageMemoryRequirements)(VkDevice device, const VkDeviceImageMemoryRequirements* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetDeviceImageSparseMemoryRequirements)(VkDevice device, const VkDeviceImageMemoryRequirements* pInfo, uint32_t* pSparseMemoryRequirementCount, VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); -VKAPI_ATTR void VKAPI_CALL vkGetDescriptorSetLayoutSupport(VkDevice device, - const VkDescriptorSetLayoutCreateInfo* pCreateInfo, - VkDescriptorSetLayoutSupport* pSupport); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceToolProperties( + VkPhysicalDevice physicalDevice, + uint32_t* pToolCount, + VkPhysicalDeviceToolProperties* pToolProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreatePrivateDataSlot( + VkDevice device, + const VkPrivateDataSlotCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkPrivateDataSlot* pPrivateDataSlot); + +VKAPI_ATTR void VKAPI_CALL vkDestroyPrivateDataSlot( + VkDevice device, + VkPrivateDataSlot privateDataSlot, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkSetPrivateData( + VkDevice device, + VkObjectType objectType, + uint64_t objectHandle, + VkPrivateDataSlot privateDataSlot, + uint64_t data); + +VKAPI_ATTR void VKAPI_CALL vkGetPrivateData( + VkDevice device, + VkObjectType objectType, + uint64_t objectHandle, + VkPrivateDataSlot privateDataSlot, + uint64_t* pData); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetEvent2( + VkCommandBuffer commandBuffer, + VkEvent event, + const VkDependencyInfo* pDependencyInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdResetEvent2( + VkCommandBuffer commandBuffer, + VkEvent event, + VkPipelineStageFlags2 stageMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdWaitEvents2( + VkCommandBuffer commandBuffer, + uint32_t eventCount, + const VkEvent* pEvents, + const VkDependencyInfo* pDependencyInfos); + +VKAPI_ATTR void VKAPI_CALL vkCmdPipelineBarrier2( + VkCommandBuffer commandBuffer, + const VkDependencyInfo* pDependencyInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdWriteTimestamp2( + VkCommandBuffer commandBuffer, + VkPipelineStageFlags2 stage, + VkQueryPool queryPool, + uint32_t query); + +VKAPI_ATTR VkResult VKAPI_CALL vkQueueSubmit2( + VkQueue queue, + uint32_t submitCount, + const VkSubmitInfo2* pSubmits, + VkFence fence); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyBuffer2( + VkCommandBuffer commandBuffer, + const VkCopyBufferInfo2* pCopyBufferInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyImage2( + VkCommandBuffer commandBuffer, + const VkCopyImageInfo2* pCopyImageInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyBufferToImage2( + VkCommandBuffer commandBuffer, + const VkCopyBufferToImageInfo2* pCopyBufferToImageInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyImageToBuffer2( + VkCommandBuffer commandBuffer, + const VkCopyImageToBufferInfo2* pCopyImageToBufferInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdBlitImage2( + VkCommandBuffer commandBuffer, + const VkBlitImageInfo2* pBlitImageInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdResolveImage2( + VkCommandBuffer commandBuffer, + const VkResolveImageInfo2* pResolveImageInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginRendering( + VkCommandBuffer commandBuffer, + const VkRenderingInfo* pRenderingInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndRendering( + VkCommandBuffer commandBuffer); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetCullMode( + VkCommandBuffer commandBuffer, + VkCullModeFlags cullMode); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetFrontFace( + VkCommandBuffer commandBuffer, + VkFrontFace frontFace); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetPrimitiveTopology( + VkCommandBuffer commandBuffer, + VkPrimitiveTopology primitiveTopology); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetViewportWithCount( + VkCommandBuffer commandBuffer, + uint32_t viewportCount, + const VkViewport* pViewports); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetScissorWithCount( + VkCommandBuffer commandBuffer, + uint32_t scissorCount, + const VkRect2D* pScissors); + +VKAPI_ATTR void VKAPI_CALL vkCmdBindVertexBuffers2( + VkCommandBuffer commandBuffer, + uint32_t firstBinding, + uint32_t bindingCount, + const VkBuffer* pBuffers, + const VkDeviceSize* pOffsets, + const VkDeviceSize* pSizes, + const VkDeviceSize* pStrides); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthTestEnable( + VkCommandBuffer commandBuffer, + VkBool32 depthTestEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthWriteEnable( + VkCommandBuffer commandBuffer, + VkBool32 depthWriteEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthCompareOp( + VkCommandBuffer commandBuffer, + VkCompareOp depthCompareOp); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBoundsTestEnable( + VkCommandBuffer commandBuffer, + VkBool32 depthBoundsTestEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilTestEnable( + VkCommandBuffer commandBuffer, + VkBool32 stencilTestEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilOp( + VkCommandBuffer commandBuffer, + VkStencilFaceFlags faceMask, + VkStencilOp failOp, + VkStencilOp passOp, + VkStencilOp depthFailOp, + VkCompareOp compareOp); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetRasterizerDiscardEnable( + VkCommandBuffer commandBuffer, + VkBool32 rasterizerDiscardEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBiasEnable( + VkCommandBuffer commandBuffer, + VkBool32 depthBiasEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetPrimitiveRestartEnable( + VkCommandBuffer commandBuffer, + VkBool32 primitiveRestartEnable); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceBufferMemoryRequirements( + VkDevice device, + const VkDeviceBufferMemoryRequirements* pInfo, + VkMemoryRequirements2* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceImageMemoryRequirements( + VkDevice device, + const VkDeviceImageMemoryRequirements* pInfo, + VkMemoryRequirements2* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceImageSparseMemoryRequirements( + VkDevice device, + const VkDeviceImageMemoryRequirements* pInfo, + uint32_t* pSparseMemoryRequirementCount, + VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); #endif + #define VK_KHR_surface 1 VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkSurfaceKHR) +#define VK_KHR_SURFACE_SPEC_VERSION 25 +#define VK_KHR_SURFACE_EXTENSION_NAME "VK_KHR_surface" -#define VK_KHR_SURFACE_SPEC_VERSION 25 -#define VK_KHR_SURFACE_EXTENSION_NAME "VK_KHR_surface" -#define VK_COLORSPACE_SRGB_NONLINEAR_KHR VK_COLOR_SPACE_SRGB_NONLINEAR_KHR +typedef enum VkPresentModeKHR { + VK_PRESENT_MODE_IMMEDIATE_KHR = 0, + VK_PRESENT_MODE_MAILBOX_KHR = 1, + VK_PRESENT_MODE_FIFO_KHR = 2, + VK_PRESENT_MODE_FIFO_RELAXED_KHR = 3, + VK_PRESENT_MODE_SHARED_DEMAND_REFRESH_KHR = 1000111000, + VK_PRESENT_MODE_SHARED_CONTINUOUS_REFRESH_KHR = 1000111001, + VK_PRESENT_MODE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkPresentModeKHR; typedef enum VkColorSpaceKHR { - VK_COLOR_SPACE_SRGB_NONLINEAR_KHR = 0, - VK_COLOR_SPACE_DISPLAY_P3_NONLINEAR_EXT = 1000104001, - VK_COLOR_SPACE_EXTENDED_SRGB_LINEAR_EXT = 1000104002, - VK_COLOR_SPACE_DCI_P3_LINEAR_EXT = 1000104003, - VK_COLOR_SPACE_DCI_P3_NONLINEAR_EXT = 1000104004, - VK_COLOR_SPACE_BT709_LINEAR_EXT = 1000104005, - VK_COLOR_SPACE_BT709_NONLINEAR_EXT = 1000104006, - VK_COLOR_SPACE_BT2020_LINEAR_EXT = 1000104007, - VK_COLOR_SPACE_HDR10_ST2084_EXT = 1000104008, - VK_COLOR_SPACE_DOLBYVISION_EXT = 1000104009, - VK_COLOR_SPACE_HDR10_HLG_EXT = 1000104010, - VK_COLOR_SPACE_ADOBERGB_LINEAR_EXT = 1000104011, - VK_COLOR_SPACE_ADOBERGB_NONLINEAR_EXT = 1000104012, - VK_COLOR_SPACE_PASS_THROUGH_EXT = 1000104013, + VK_COLOR_SPACE_SRGB_NONLINEAR_KHR = 0, + VK_COLOR_SPACE_DISPLAY_P3_NONLINEAR_EXT = 1000104001, + VK_COLOR_SPACE_EXTENDED_SRGB_LINEAR_EXT = 1000104002, + VK_COLOR_SPACE_DISPLAY_P3_LINEAR_EXT = 1000104003, + VK_COLOR_SPACE_DCI_P3_NONLINEAR_EXT = 1000104004, + VK_COLOR_SPACE_BT709_LINEAR_EXT = 1000104005, + VK_COLOR_SPACE_BT709_NONLINEAR_EXT = 1000104006, + VK_COLOR_SPACE_BT2020_LINEAR_EXT = 1000104007, + VK_COLOR_SPACE_HDR10_ST2084_EXT = 1000104008, + VK_COLOR_SPACE_DOLBYVISION_EXT = 1000104009, + VK_COLOR_SPACE_HDR10_HLG_EXT = 1000104010, + VK_COLOR_SPACE_ADOBERGB_LINEAR_EXT = 1000104011, + VK_COLOR_SPACE_ADOBERGB_NONLINEAR_EXT = 1000104012, + VK_COLOR_SPACE_PASS_THROUGH_EXT = 1000104013, VK_COLOR_SPACE_EXTENDED_SRGB_NONLINEAR_EXT = 1000104014, - VK_COLOR_SPACE_BEGIN_RANGE_KHR = VK_COLOR_SPACE_SRGB_NONLINEAR_KHR, - VK_COLOR_SPACE_END_RANGE_KHR = VK_COLOR_SPACE_SRGB_NONLINEAR_KHR, - VK_COLOR_SPACE_RANGE_SIZE_KHR = (VK_COLOR_SPACE_SRGB_NONLINEAR_KHR - VK_COLOR_SPACE_SRGB_NONLINEAR_KHR + 1), - VK_COLOR_SPACE_MAX_ENUM_KHR = 0x7FFFFFFF + VK_COLOR_SPACE_DISPLAY_NATIVE_AMD = 1000213000, + VK_COLORSPACE_SRGB_NONLINEAR_KHR = VK_COLOR_SPACE_SRGB_NONLINEAR_KHR, + VK_COLOR_SPACE_DCI_P3_LINEAR_EXT = VK_COLOR_SPACE_DISPLAY_P3_LINEAR_EXT, + VK_COLOR_SPACE_MAX_ENUM_KHR = 0x7FFFFFFF } VkColorSpaceKHR; -typedef enum VkPresentModeKHR { - VK_PRESENT_MODE_IMMEDIATE_KHR = 0, - VK_PRESENT_MODE_MAILBOX_KHR = 1, - VK_PRESENT_MODE_FIFO_KHR = 2, - VK_PRESENT_MODE_FIFO_RELAXED_KHR = 3, - VK_PRESENT_MODE_SHARED_DEMAND_REFRESH_KHR = 1000111000, - VK_PRESENT_MODE_SHARED_CONTINUOUS_REFRESH_KHR = 1000111001, - VK_PRESENT_MODE_BEGIN_RANGE_KHR = VK_PRESENT_MODE_IMMEDIATE_KHR, - VK_PRESENT_MODE_END_RANGE_KHR = VK_PRESENT_MODE_FIFO_RELAXED_KHR, - VK_PRESENT_MODE_RANGE_SIZE_KHR = (VK_PRESENT_MODE_FIFO_RELAXED_KHR - VK_PRESENT_MODE_IMMEDIATE_KHR + 1), - VK_PRESENT_MODE_MAX_ENUM_KHR = 0x7FFFFFFF -} VkPresentModeKHR; - typedef enum VkSurfaceTransformFlagBitsKHR { - VK_SURFACE_TRANSFORM_IDENTITY_BIT_KHR = 0x00000001, - VK_SURFACE_TRANSFORM_ROTATE_90_BIT_KHR = 0x00000002, - VK_SURFACE_TRANSFORM_ROTATE_180_BIT_KHR = 0x00000004, - VK_SURFACE_TRANSFORM_ROTATE_270_BIT_KHR = 0x00000008, - VK_SURFACE_TRANSFORM_HORIZONTAL_MIRROR_BIT_KHR = 0x00000010, - VK_SURFACE_TRANSFORM_HORIZONTAL_MIRROR_ROTATE_90_BIT_KHR = 0x00000020, + VK_SURFACE_TRANSFORM_IDENTITY_BIT_KHR = 0x00000001, + VK_SURFACE_TRANSFORM_ROTATE_90_BIT_KHR = 0x00000002, + VK_SURFACE_TRANSFORM_ROTATE_180_BIT_KHR = 0x00000004, + VK_SURFACE_TRANSFORM_ROTATE_270_BIT_KHR = 0x00000008, + VK_SURFACE_TRANSFORM_HORIZONTAL_MIRROR_BIT_KHR = 0x00000010, + VK_SURFACE_TRANSFORM_HORIZONTAL_MIRROR_ROTATE_90_BIT_KHR = 0x00000020, VK_SURFACE_TRANSFORM_HORIZONTAL_MIRROR_ROTATE_180_BIT_KHR = 0x00000040, VK_SURFACE_TRANSFORM_HORIZONTAL_MIRROR_ROTATE_270_BIT_KHR = 0x00000080, - VK_SURFACE_TRANSFORM_INHERIT_BIT_KHR = 0x00000100, - VK_SURFACE_TRANSFORM_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF + VK_SURFACE_TRANSFORM_INHERIT_BIT_KHR = 0x00000100, + VK_SURFACE_TRANSFORM_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF } VkSurfaceTransformFlagBitsKHR; -typedef VkFlags VkSurfaceTransformFlagsKHR; typedef enum VkCompositeAlphaFlagBitsKHR { - VK_COMPOSITE_ALPHA_OPAQUE_BIT_KHR = 0x00000001, - VK_COMPOSITE_ALPHA_PRE_MULTIPLIED_BIT_KHR = 0x00000002, + VK_COMPOSITE_ALPHA_OPAQUE_BIT_KHR = 0x00000001, + VK_COMPOSITE_ALPHA_PRE_MULTIPLIED_BIT_KHR = 0x00000002, VK_COMPOSITE_ALPHA_POST_MULTIPLIED_BIT_KHR = 0x00000004, - VK_COMPOSITE_ALPHA_INHERIT_BIT_KHR = 0x00000008, - VK_COMPOSITE_ALPHA_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF + VK_COMPOSITE_ALPHA_INHERIT_BIT_KHR = 0x00000008, + VK_COMPOSITE_ALPHA_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF } VkCompositeAlphaFlagBitsKHR; typedef VkFlags VkCompositeAlphaFlagsKHR; - +typedef VkFlags VkSurfaceTransformFlagsKHR; typedef struct VkSurfaceCapabilitiesKHR { - uint32_t minImageCount; - uint32_t maxImageCount; - VkExtent2D currentExtent; - VkExtent2D minImageExtent; - VkExtent2D maxImageExtent; - uint32_t maxImageArrayLayers; - VkSurfaceTransformFlagsKHR supportedTransforms; - VkSurfaceTransformFlagBitsKHR currentTransform; - VkCompositeAlphaFlagsKHR supportedCompositeAlpha; - VkImageUsageFlags supportedUsageFlags; + uint32_t minImageCount; + uint32_t maxImageCount; + VkExtent2D currentExtent; + VkExtent2D minImageExtent; + VkExtent2D maxImageExtent; + uint32_t maxImageArrayLayers; + VkSurfaceTransformFlagsKHR supportedTransforms; + VkSurfaceTransformFlagBitsKHR currentTransform; + VkCompositeAlphaFlagsKHR supportedCompositeAlpha; + VkImageUsageFlags supportedUsageFlags; } VkSurfaceCapabilitiesKHR; typedef struct VkSurfaceFormatKHR { - VkFormat format; - VkColorSpaceKHR colorSpace; + VkFormat format; + VkColorSpaceKHR colorSpace; } VkSurfaceFormatKHR; -typedef void(VKAPI_PTR* PFN_vkDestroySurfaceKHR)(VkInstance instance, VkSurfaceKHR surface, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceSurfaceSupportKHR)(VkPhysicalDevice physicalDevice, - uint32_t queueFamilyIndex, VkSurfaceKHR surface, - VkBool32* pSupported); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceSurfaceCapabilitiesKHR)( - VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, VkSurfaceCapabilitiesKHR* pSurfaceCapabilities); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceSurfaceFormatsKHR)(VkPhysicalDevice physicalDevice, - VkSurfaceKHR surface, - uint32_t* pSurfaceFormatCount, - VkSurfaceFormatKHR* pSurfaceFormats); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceSurfacePresentModesKHR)(VkPhysicalDevice physicalDevice, - VkSurfaceKHR surface, - uint32_t* pPresentModeCount, - VkPresentModeKHR* pPresentModes); +typedef void (VKAPI_PTR *PFN_vkDestroySurfaceKHR)(VkInstance instance, VkSurfaceKHR surface, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfaceSupportKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, VkSurfaceKHR surface, VkBool32* pSupported); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfaceCapabilitiesKHR)(VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, VkSurfaceCapabilitiesKHR* pSurfaceCapabilities); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfaceFormatsKHR)(VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, uint32_t* pSurfaceFormatCount, VkSurfaceFormatKHR* pSurfaceFormats); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfacePresentModesKHR)(VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, uint32_t* pPresentModeCount, VkPresentModeKHR* pPresentModes); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkDestroySurfaceKHR(VkInstance instance, VkSurfaceKHR surface, - const VkAllocationCallbacks* pAllocator); +VKAPI_ATTR void VKAPI_CALL vkDestroySurfaceKHR( + VkInstance instance, + VkSurfaceKHR surface, + const VkAllocationCallbacks* pAllocator); -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceSupportKHR(VkPhysicalDevice physicalDevice, - uint32_t queueFamilyIndex, VkSurfaceKHR surface, - VkBool32* pSupported); +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceSupportKHR( + VkPhysicalDevice physicalDevice, + uint32_t queueFamilyIndex, + VkSurfaceKHR surface, + VkBool32* pSupported); VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceCapabilitiesKHR( - VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, VkSurfaceCapabilitiesKHR* pSurfaceCapabilities); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceFormatsKHR(VkPhysicalDevice physicalDevice, - VkSurfaceKHR surface, uint32_t* pSurfaceFormatCount, - VkSurfaceFormatKHR* pSurfaceFormats); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfacePresentModesKHR(VkPhysicalDevice physicalDevice, - VkSurfaceKHR surface, - uint32_t* pPresentModeCount, - VkPresentModeKHR* pPresentModes); + VkPhysicalDevice physicalDevice, + VkSurfaceKHR surface, + VkSurfaceCapabilitiesKHR* pSurfaceCapabilities); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceFormatsKHR( + VkPhysicalDevice physicalDevice, + VkSurfaceKHR surface, + uint32_t* pSurfaceFormatCount, + VkSurfaceFormatKHR* pSurfaceFormats); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfacePresentModesKHR( + VkPhysicalDevice physicalDevice, + VkSurfaceKHR surface, + uint32_t* pPresentModeCount, + VkPresentModeKHR* pPresentModes); #endif + #define VK_KHR_swapchain 1 VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkSwapchainKHR) - -#define VK_KHR_SWAPCHAIN_SPEC_VERSION 70 -#define VK_KHR_SWAPCHAIN_EXTENSION_NAME "VK_KHR_swapchain" +#define VK_KHR_SWAPCHAIN_SPEC_VERSION 70 +#define VK_KHR_SWAPCHAIN_EXTENSION_NAME "VK_KHR_swapchain" typedef enum VkSwapchainCreateFlagBitsKHR { VK_SWAPCHAIN_CREATE_SPLIT_INSTANCE_BIND_REGIONS_BIT_KHR = 0x00000001, - VK_SWAPCHAIN_CREATE_PROTECTED_BIT_KHR = 0x00000002, - VK_SWAPCHAIN_CREATE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF + VK_SWAPCHAIN_CREATE_PROTECTED_BIT_KHR = 0x00000002, + VK_SWAPCHAIN_CREATE_MUTABLE_FORMAT_BIT_KHR = 0x00000004, + VK_SWAPCHAIN_CREATE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF } VkSwapchainCreateFlagBitsKHR; typedef VkFlags VkSwapchainCreateFlagsKHR; typedef enum VkDeviceGroupPresentModeFlagBitsKHR { - VK_DEVICE_GROUP_PRESENT_MODE_LOCAL_BIT_KHR = 0x00000001, - VK_DEVICE_GROUP_PRESENT_MODE_REMOTE_BIT_KHR = 0x00000002, - VK_DEVICE_GROUP_PRESENT_MODE_SUM_BIT_KHR = 0x00000004, + VK_DEVICE_GROUP_PRESENT_MODE_LOCAL_BIT_KHR = 0x00000001, + VK_DEVICE_GROUP_PRESENT_MODE_REMOTE_BIT_KHR = 0x00000002, + VK_DEVICE_GROUP_PRESENT_MODE_SUM_BIT_KHR = 0x00000004, VK_DEVICE_GROUP_PRESENT_MODE_LOCAL_MULTI_DEVICE_BIT_KHR = 0x00000008, - VK_DEVICE_GROUP_PRESENT_MODE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF + VK_DEVICE_GROUP_PRESENT_MODE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF } VkDeviceGroupPresentModeFlagBitsKHR; typedef VkFlags VkDeviceGroupPresentModeFlagsKHR; - typedef struct VkSwapchainCreateInfoKHR { - VkStructureType sType; - const void* pNext; - VkSwapchainCreateFlagsKHR flags; - VkSurfaceKHR surface; - uint32_t minImageCount; - VkFormat imageFormat; - VkColorSpaceKHR imageColorSpace; - VkExtent2D imageExtent; - uint32_t imageArrayLayers; - VkImageUsageFlags imageUsage; - VkSharingMode imageSharingMode; - uint32_t queueFamilyIndexCount; - const uint32_t* pQueueFamilyIndices; - VkSurfaceTransformFlagBitsKHR preTransform; - VkCompositeAlphaFlagBitsKHR compositeAlpha; - VkPresentModeKHR presentMode; - VkBool32 clipped; - VkSwapchainKHR oldSwapchain; + VkStructureType sType; + const void* pNext; + VkSwapchainCreateFlagsKHR flags; + VkSurfaceKHR surface; + uint32_t minImageCount; + VkFormat imageFormat; + VkColorSpaceKHR imageColorSpace; + VkExtent2D imageExtent; + uint32_t imageArrayLayers; + VkImageUsageFlags imageUsage; + VkSharingMode imageSharingMode; + uint32_t queueFamilyIndexCount; + const uint32_t* pQueueFamilyIndices; + VkSurfaceTransformFlagBitsKHR preTransform; + VkCompositeAlphaFlagBitsKHR compositeAlpha; + VkPresentModeKHR presentMode; + VkBool32 clipped; + VkSwapchainKHR oldSwapchain; } VkSwapchainCreateInfoKHR; typedef struct VkPresentInfoKHR { - VkStructureType sType; - const void* pNext; - uint32_t waitSemaphoreCount; - const VkSemaphore* pWaitSemaphores; - uint32_t swapchainCount; - const VkSwapchainKHR* pSwapchains; - const uint32_t* pImageIndices; - VkResult* pResults; + VkStructureType sType; + const void* pNext; + uint32_t waitSemaphoreCount; + const VkSemaphore* pWaitSemaphores; + uint32_t swapchainCount; + const VkSwapchainKHR* pSwapchains; + const uint32_t* pImageIndices; + VkResult* pResults; } VkPresentInfoKHR; typedef struct VkImageSwapchainCreateInfoKHR { - VkStructureType sType; - const void* pNext; - VkSwapchainKHR swapchain; + VkStructureType sType; + const void* pNext; + VkSwapchainKHR swapchain; } VkImageSwapchainCreateInfoKHR; typedef struct VkBindImageMemorySwapchainInfoKHR { - VkStructureType sType; - const void* pNext; - VkSwapchainKHR swapchain; - uint32_t imageIndex; + VkStructureType sType; + const void* pNext; + VkSwapchainKHR swapchain; + uint32_t imageIndex; } VkBindImageMemorySwapchainInfoKHR; typedef struct VkAcquireNextImageInfoKHR { - VkStructureType sType; - const void* pNext; - VkSwapchainKHR swapchain; - uint64_t timeout; - VkSemaphore semaphore; - VkFence fence; - uint32_t deviceMask; + VkStructureType sType; + const void* pNext; + VkSwapchainKHR swapchain; + uint64_t timeout; + VkSemaphore semaphore; + VkFence fence; + uint32_t deviceMask; } VkAcquireNextImageInfoKHR; typedef struct VkDeviceGroupPresentCapabilitiesKHR { - VkStructureType sType; - const void* pNext; - uint32_t presentMask[VK_MAX_DEVICE_GROUP_SIZE]; - VkDeviceGroupPresentModeFlagsKHR modes; + VkStructureType sType; + void* pNext; + uint32_t presentMask[VK_MAX_DEVICE_GROUP_SIZE]; + VkDeviceGroupPresentModeFlagsKHR modes; } VkDeviceGroupPresentCapabilitiesKHR; typedef struct VkDeviceGroupPresentInfoKHR { - VkStructureType sType; - const void* pNext; - uint32_t swapchainCount; - const uint32_t* pDeviceMasks; - VkDeviceGroupPresentModeFlagBitsKHR mode; + VkStructureType sType; + const void* pNext; + uint32_t swapchainCount; + const uint32_t* pDeviceMasks; + VkDeviceGroupPresentModeFlagBitsKHR mode; } VkDeviceGroupPresentInfoKHR; typedef struct VkDeviceGroupSwapchainCreateInfoKHR { - VkStructureType sType; - const void* pNext; - VkDeviceGroupPresentModeFlagsKHR modes; + VkStructureType sType; + const void* pNext; + VkDeviceGroupPresentModeFlagsKHR modes; } VkDeviceGroupSwapchainCreateInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkCreateSwapchainKHR)(VkDevice device, const VkSwapchainCreateInfoKHR* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkSwapchainKHR* pSwapchain); -typedef void(VKAPI_PTR* PFN_vkDestroySwapchainKHR)(VkDevice device, VkSwapchainKHR swapchain, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkGetSwapchainImagesKHR)(VkDevice device, VkSwapchainKHR swapchain, - uint32_t* pSwapchainImageCount, VkImage* pSwapchainImages); -typedef VkResult(VKAPI_PTR* PFN_vkAcquireNextImageKHR)(VkDevice device, VkSwapchainKHR swapchain, uint64_t timeout, - VkSemaphore semaphore, VkFence fence, uint32_t* pImageIndex); -typedef VkResult(VKAPI_PTR* PFN_vkQueuePresentKHR)(VkQueue queue, const VkPresentInfoKHR* pPresentInfo); -typedef VkResult(VKAPI_PTR* PFN_vkGetDeviceGroupPresentCapabilitiesKHR)( - VkDevice device, VkDeviceGroupPresentCapabilitiesKHR* pDeviceGroupPresentCapabilities); -typedef VkResult(VKAPI_PTR* PFN_vkGetDeviceGroupSurfacePresentModesKHR)(VkDevice device, VkSurfaceKHR surface, - VkDeviceGroupPresentModeFlagsKHR* pModes); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDevicePresentRectanglesKHR)(VkPhysicalDevice physicalDevice, - VkSurfaceKHR surface, uint32_t* pRectCount, - VkRect2D* pRects); -typedef VkResult(VKAPI_PTR* PFN_vkAcquireNextImage2KHR)(VkDevice device, const VkAcquireNextImageInfoKHR* pAcquireInfo, - uint32_t* pImageIndex); +typedef VkResult (VKAPI_PTR *PFN_vkCreateSwapchainKHR)(VkDevice device, const VkSwapchainCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSwapchainKHR* pSwapchain); +typedef void (VKAPI_PTR *PFN_vkDestroySwapchainKHR)(VkDevice device, VkSwapchainKHR swapchain, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkGetSwapchainImagesKHR)(VkDevice device, VkSwapchainKHR swapchain, uint32_t* pSwapchainImageCount, VkImage* pSwapchainImages); +typedef VkResult (VKAPI_PTR *PFN_vkAcquireNextImageKHR)(VkDevice device, VkSwapchainKHR swapchain, uint64_t timeout, VkSemaphore semaphore, VkFence fence, uint32_t* pImageIndex); +typedef VkResult (VKAPI_PTR *PFN_vkQueuePresentKHR)(VkQueue queue, const VkPresentInfoKHR* pPresentInfo); +typedef VkResult (VKAPI_PTR *PFN_vkGetDeviceGroupPresentCapabilitiesKHR)(VkDevice device, VkDeviceGroupPresentCapabilitiesKHR* pDeviceGroupPresentCapabilities); +typedef VkResult (VKAPI_PTR *PFN_vkGetDeviceGroupSurfacePresentModesKHR)(VkDevice device, VkSurfaceKHR surface, VkDeviceGroupPresentModeFlagsKHR* pModes); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDevicePresentRectanglesKHR)(VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, uint32_t* pRectCount, VkRect2D* pRects); +typedef VkResult (VKAPI_PTR *PFN_vkAcquireNextImage2KHR)(VkDevice device, const VkAcquireNextImageInfoKHR* pAcquireInfo, uint32_t* pImageIndex); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkCreateSwapchainKHR(VkDevice device, const VkSwapchainCreateInfoKHR* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkSwapchainKHR* pSwapchain); - -VKAPI_ATTR void VKAPI_CALL vkDestroySwapchainKHR(VkDevice device, VkSwapchainKHR swapchain, - const VkAllocationCallbacks* pAllocator); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetSwapchainImagesKHR(VkDevice device, VkSwapchainKHR swapchain, - uint32_t* pSwapchainImageCount, VkImage* pSwapchainImages); - -VKAPI_ATTR VkResult VKAPI_CALL vkAcquireNextImageKHR(VkDevice device, VkSwapchainKHR swapchain, uint64_t timeout, - VkSemaphore semaphore, VkFence fence, uint32_t* pImageIndex); - -VKAPI_ATTR VkResult VKAPI_CALL vkQueuePresentKHR(VkQueue queue, const VkPresentInfoKHR* pPresentInfo); +VKAPI_ATTR VkResult VKAPI_CALL vkCreateSwapchainKHR( + VkDevice device, + const VkSwapchainCreateInfoKHR* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkSwapchainKHR* pSwapchain); + +VKAPI_ATTR void VKAPI_CALL vkDestroySwapchainKHR( + VkDevice device, + VkSwapchainKHR swapchain, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetSwapchainImagesKHR( + VkDevice device, + VkSwapchainKHR swapchain, + uint32_t* pSwapchainImageCount, + VkImage* pSwapchainImages); + +VKAPI_ATTR VkResult VKAPI_CALL vkAcquireNextImageKHR( + VkDevice device, + VkSwapchainKHR swapchain, + uint64_t timeout, + VkSemaphore semaphore, + VkFence fence, + uint32_t* pImageIndex); + +VKAPI_ATTR VkResult VKAPI_CALL vkQueuePresentKHR( + VkQueue queue, + const VkPresentInfoKHR* pPresentInfo); VKAPI_ATTR VkResult VKAPI_CALL vkGetDeviceGroupPresentCapabilitiesKHR( - VkDevice device, VkDeviceGroupPresentCapabilitiesKHR* pDeviceGroupPresentCapabilities); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetDeviceGroupSurfacePresentModesKHR(VkDevice device, VkSurfaceKHR surface, - VkDeviceGroupPresentModeFlagsKHR* pModes); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDevicePresentRectanglesKHR(VkPhysicalDevice physicalDevice, - VkSurfaceKHR surface, uint32_t* pRectCount, - VkRect2D* pRects); - -VKAPI_ATTR VkResult VKAPI_CALL vkAcquireNextImage2KHR(VkDevice device, const VkAcquireNextImageInfoKHR* pAcquireInfo, - uint32_t* pImageIndex); + VkDevice device, + VkDeviceGroupPresentCapabilitiesKHR* pDeviceGroupPresentCapabilities); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDeviceGroupSurfacePresentModesKHR( + VkDevice device, + VkSurfaceKHR surface, + VkDeviceGroupPresentModeFlagsKHR* pModes); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDevicePresentRectanglesKHR( + VkPhysicalDevice physicalDevice, + VkSurfaceKHR surface, + uint32_t* pRectCount, + VkRect2D* pRects); + +VKAPI_ATTR VkResult VKAPI_CALL vkAcquireNextImage2KHR( + VkDevice device, + const VkAcquireNextImageInfoKHR* pAcquireInfo, + uint32_t* pImageIndex); #endif + #define VK_KHR_display 1 VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDisplayKHR) VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDisplayModeKHR) - -#define VK_KHR_DISPLAY_SPEC_VERSION 21 -#define VK_KHR_DISPLAY_EXTENSION_NAME "VK_KHR_display" +#define VK_KHR_DISPLAY_SPEC_VERSION 23 +#define VK_KHR_DISPLAY_EXTENSION_NAME "VK_KHR_display" +typedef VkFlags VkDisplayModeCreateFlagsKHR; typedef enum VkDisplayPlaneAlphaFlagBitsKHR { - VK_DISPLAY_PLANE_ALPHA_OPAQUE_BIT_KHR = 0x00000001, - VK_DISPLAY_PLANE_ALPHA_GLOBAL_BIT_KHR = 0x00000002, - VK_DISPLAY_PLANE_ALPHA_PER_PIXEL_BIT_KHR = 0x00000004, + VK_DISPLAY_PLANE_ALPHA_OPAQUE_BIT_KHR = 0x00000001, + VK_DISPLAY_PLANE_ALPHA_GLOBAL_BIT_KHR = 0x00000002, + VK_DISPLAY_PLANE_ALPHA_PER_PIXEL_BIT_KHR = 0x00000004, VK_DISPLAY_PLANE_ALPHA_PER_PIXEL_PREMULTIPLIED_BIT_KHR = 0x00000008, - VK_DISPLAY_PLANE_ALPHA_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF + VK_DISPLAY_PLANE_ALPHA_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF } VkDisplayPlaneAlphaFlagBitsKHR; typedef VkFlags VkDisplayPlaneAlphaFlagsKHR; -typedef VkFlags VkDisplayModeCreateFlagsKHR; typedef VkFlags VkDisplaySurfaceCreateFlagsKHR; - -typedef struct VkDisplayPropertiesKHR { - VkDisplayKHR display; - const char* displayName; - VkExtent2D physicalDimensions; - VkExtent2D physicalResolution; - VkSurfaceTransformFlagsKHR supportedTransforms; - VkBool32 planeReorderPossible; - VkBool32 persistentContent; -} VkDisplayPropertiesKHR; - typedef struct VkDisplayModeParametersKHR { - VkExtent2D visibleRegion; - uint32_t refreshRate; + VkExtent2D visibleRegion; + uint32_t refreshRate; } VkDisplayModeParametersKHR; -typedef struct VkDisplayModePropertiesKHR { - VkDisplayModeKHR displayMode; - VkDisplayModeParametersKHR parameters; -} VkDisplayModePropertiesKHR; - typedef struct VkDisplayModeCreateInfoKHR { - VkStructureType sType; - const void* pNext; - VkDisplayModeCreateFlagsKHR flags; - VkDisplayModeParametersKHR parameters; + VkStructureType sType; + const void* pNext; + VkDisplayModeCreateFlagsKHR flags; + VkDisplayModeParametersKHR parameters; } VkDisplayModeCreateInfoKHR; +typedef struct VkDisplayModePropertiesKHR { + VkDisplayModeKHR displayMode; + VkDisplayModeParametersKHR parameters; +} VkDisplayModePropertiesKHR; + typedef struct VkDisplayPlaneCapabilitiesKHR { - VkDisplayPlaneAlphaFlagsKHR supportedAlpha; - VkOffset2D minSrcPosition; - VkOffset2D maxSrcPosition; - VkExtent2D minSrcExtent; - VkExtent2D maxSrcExtent; - VkOffset2D minDstPosition; - VkOffset2D maxDstPosition; - VkExtent2D minDstExtent; - VkExtent2D maxDstExtent; + VkDisplayPlaneAlphaFlagsKHR supportedAlpha; + VkOffset2D minSrcPosition; + VkOffset2D maxSrcPosition; + VkExtent2D minSrcExtent; + VkExtent2D maxSrcExtent; + VkOffset2D minDstPosition; + VkOffset2D maxDstPosition; + VkExtent2D minDstExtent; + VkExtent2D maxDstExtent; } VkDisplayPlaneCapabilitiesKHR; typedef struct VkDisplayPlanePropertiesKHR { - VkDisplayKHR currentDisplay; - uint32_t currentStackIndex; + VkDisplayKHR currentDisplay; + uint32_t currentStackIndex; } VkDisplayPlanePropertiesKHR; +typedef struct VkDisplayPropertiesKHR { + VkDisplayKHR display; + const char* displayName; + VkExtent2D physicalDimensions; + VkExtent2D physicalResolution; + VkSurfaceTransformFlagsKHR supportedTransforms; + VkBool32 planeReorderPossible; + VkBool32 persistentContent; +} VkDisplayPropertiesKHR; + typedef struct VkDisplaySurfaceCreateInfoKHR { - VkStructureType sType; - const void* pNext; - VkDisplaySurfaceCreateFlagsKHR flags; - VkDisplayModeKHR displayMode; - uint32_t planeIndex; - uint32_t planeStackIndex; - VkSurfaceTransformFlagBitsKHR transform; - float globalAlpha; - VkDisplayPlaneAlphaFlagBitsKHR alphaMode; - VkExtent2D imageExtent; + VkStructureType sType; + const void* pNext; + VkDisplaySurfaceCreateFlagsKHR flags; + VkDisplayModeKHR displayMode; + uint32_t planeIndex; + uint32_t planeStackIndex; + VkSurfaceTransformFlagBitsKHR transform; + float globalAlpha; + VkDisplayPlaneAlphaFlagBitsKHR alphaMode; + VkExtent2D imageExtent; } VkDisplaySurfaceCreateInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceDisplayPropertiesKHR)(VkPhysicalDevice physicalDevice, - uint32_t* pPropertyCount, - VkDisplayPropertiesKHR* pProperties); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceDisplayPlanePropertiesKHR)(VkPhysicalDevice physicalDevice, - uint32_t* pPropertyCount, - VkDisplayPlanePropertiesKHR* pProperties); -typedef VkResult(VKAPI_PTR* PFN_vkGetDisplayPlaneSupportedDisplaysKHR)(VkPhysicalDevice physicalDevice, - uint32_t planeIndex, uint32_t* pDisplayCount, - VkDisplayKHR* pDisplays); -typedef VkResult(VKAPI_PTR* PFN_vkGetDisplayModePropertiesKHR)(VkPhysicalDevice physicalDevice, VkDisplayKHR display, - uint32_t* pPropertyCount, - VkDisplayModePropertiesKHR* pProperties); -typedef VkResult(VKAPI_PTR* PFN_vkCreateDisplayModeKHR)(VkPhysicalDevice physicalDevice, VkDisplayKHR display, - const VkDisplayModeCreateInfoKHR* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDisplayModeKHR* pMode); -typedef VkResult(VKAPI_PTR* PFN_vkGetDisplayPlaneCapabilitiesKHR)(VkPhysicalDevice physicalDevice, - VkDisplayModeKHR mode, uint32_t planeIndex, - VkDisplayPlaneCapabilitiesKHR* pCapabilities); -typedef VkResult(VKAPI_PTR* PFN_vkCreateDisplayPlaneSurfaceKHR)(VkInstance instance, - const VkDisplaySurfaceCreateInfoKHR* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkSurfaceKHR* pSurface); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceDisplayPropertiesKHR)(VkPhysicalDevice physicalDevice, uint32_t* pPropertyCount, VkDisplayPropertiesKHR* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceDisplayPlanePropertiesKHR)(VkPhysicalDevice physicalDevice, uint32_t* pPropertyCount, VkDisplayPlanePropertiesKHR* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetDisplayPlaneSupportedDisplaysKHR)(VkPhysicalDevice physicalDevice, uint32_t planeIndex, uint32_t* pDisplayCount, VkDisplayKHR* pDisplays); +typedef VkResult (VKAPI_PTR *PFN_vkGetDisplayModePropertiesKHR)(VkPhysicalDevice physicalDevice, VkDisplayKHR display, uint32_t* pPropertyCount, VkDisplayModePropertiesKHR* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDisplayModeKHR)(VkPhysicalDevice physicalDevice, VkDisplayKHR display, const VkDisplayModeCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDisplayModeKHR* pMode); +typedef VkResult (VKAPI_PTR *PFN_vkGetDisplayPlaneCapabilitiesKHR)(VkPhysicalDevice physicalDevice, VkDisplayModeKHR mode, uint32_t planeIndex, VkDisplayPlaneCapabilitiesKHR* pCapabilities); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDisplayPlaneSurfaceKHR)(VkInstance instance, const VkDisplaySurfaceCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceDisplayPropertiesKHR(VkPhysicalDevice physicalDevice, - uint32_t* pPropertyCount, - VkDisplayPropertiesKHR* pProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceDisplayPlanePropertiesKHR(VkPhysicalDevice physicalDevice, - uint32_t* pPropertyCount, - VkDisplayPlanePropertiesKHR* pProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayPlaneSupportedDisplaysKHR(VkPhysicalDevice physicalDevice, - uint32_t planeIndex, uint32_t* pDisplayCount, - VkDisplayKHR* pDisplays); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayModePropertiesKHR(VkPhysicalDevice physicalDevice, VkDisplayKHR display, - uint32_t* pPropertyCount, - VkDisplayModePropertiesKHR* pProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDisplayModeKHR(VkPhysicalDevice physicalDevice, VkDisplayKHR display, - const VkDisplayModeCreateInfoKHR* pCreateInfo, - const VkAllocationCallbacks* pAllocator, VkDisplayModeKHR* pMode); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayPlaneCapabilitiesKHR(VkPhysicalDevice physicalDevice, VkDisplayModeKHR mode, - uint32_t planeIndex, - VkDisplayPlaneCapabilitiesKHR* pCapabilities); - -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDisplayPlaneSurfaceKHR(VkInstance instance, - const VkDisplaySurfaceCreateInfoKHR* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkSurfaceKHR* pSurface); +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceDisplayPropertiesKHR( + VkPhysicalDevice physicalDevice, + uint32_t* pPropertyCount, + VkDisplayPropertiesKHR* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceDisplayPlanePropertiesKHR( + VkPhysicalDevice physicalDevice, + uint32_t* pPropertyCount, + VkDisplayPlanePropertiesKHR* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayPlaneSupportedDisplaysKHR( + VkPhysicalDevice physicalDevice, + uint32_t planeIndex, + uint32_t* pDisplayCount, + VkDisplayKHR* pDisplays); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayModePropertiesKHR( + VkPhysicalDevice physicalDevice, + VkDisplayKHR display, + uint32_t* pPropertyCount, + VkDisplayModePropertiesKHR* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDisplayModeKHR( + VkPhysicalDevice physicalDevice, + VkDisplayKHR display, + const VkDisplayModeCreateInfoKHR* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDisplayModeKHR* pMode); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayPlaneCapabilitiesKHR( + VkPhysicalDevice physicalDevice, + VkDisplayModeKHR mode, + uint32_t planeIndex, + VkDisplayPlaneCapabilitiesKHR* pCapabilities); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDisplayPlaneSurfaceKHR( + VkInstance instance, + const VkDisplaySurfaceCreateInfoKHR* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkSurfaceKHR* pSurface); #endif + #define VK_KHR_display_swapchain 1 -#define VK_KHR_DISPLAY_SWAPCHAIN_SPEC_VERSION 9 +#define VK_KHR_DISPLAY_SWAPCHAIN_SPEC_VERSION 10 #define VK_KHR_DISPLAY_SWAPCHAIN_EXTENSION_NAME "VK_KHR_display_swapchain" - typedef struct VkDisplayPresentInfoKHR { - VkStructureType sType; - const void* pNext; - VkRect2D srcRect; - VkRect2D dstRect; - VkBool32 persistent; + VkStructureType sType; + const void* pNext; + VkRect2D srcRect; + VkRect2D dstRect; + VkBool32 persistent; } VkDisplayPresentInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkCreateSharedSwapchainsKHR)(VkDevice device, uint32_t swapchainCount, - const VkSwapchainCreateInfoKHR* pCreateInfos, - const VkAllocationCallbacks* pAllocator, - VkSwapchainKHR* pSwapchains); +typedef VkResult (VKAPI_PTR *PFN_vkCreateSharedSwapchainsKHR)(VkDevice device, uint32_t swapchainCount, const VkSwapchainCreateInfoKHR* pCreateInfos, const VkAllocationCallbacks* pAllocator, VkSwapchainKHR* pSwapchains); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkCreateSharedSwapchainsKHR(VkDevice device, uint32_t swapchainCount, - const VkSwapchainCreateInfoKHR* pCreateInfos, - const VkAllocationCallbacks* pAllocator, - VkSwapchainKHR* pSwapchains); +VKAPI_ATTR VkResult VKAPI_CALL vkCreateSharedSwapchainsKHR( + VkDevice device, + uint32_t swapchainCount, + const VkSwapchainCreateInfoKHR* pCreateInfos, + const VkAllocationCallbacks* pAllocator, + VkSwapchainKHR* pSwapchains); #endif + #define VK_KHR_sampler_mirror_clamp_to_edge 1 -#define VK_KHR_SAMPLER_MIRROR_CLAMP_TO_EDGE_SPEC_VERSION 1 +#define VK_KHR_SAMPLER_MIRROR_CLAMP_TO_EDGE_SPEC_VERSION 3 #define VK_KHR_SAMPLER_MIRROR_CLAMP_TO_EDGE_EXTENSION_NAME "VK_KHR_sampler_mirror_clamp_to_edge" -#define VK_KHR_multiview 1 -#define VK_KHR_MULTIVIEW_SPEC_VERSION 1 -#define VK_KHR_MULTIVIEW_EXTENSION_NAME "VK_KHR_multiview" +#define VK_KHR_dynamic_rendering 1 +#define VK_KHR_DYNAMIC_RENDERING_SPEC_VERSION 1 +#define VK_KHR_DYNAMIC_RENDERING_EXTENSION_NAME "VK_KHR_dynamic_rendering" +typedef VkRenderingFlags VkRenderingFlagsKHR; + +typedef VkRenderingFlagBits VkRenderingFlagBitsKHR; + +typedef VkRenderingInfo VkRenderingInfoKHR; + +typedef VkRenderingAttachmentInfo VkRenderingAttachmentInfoKHR; + +typedef VkPipelineRenderingCreateInfo VkPipelineRenderingCreateInfoKHR; + +typedef VkPhysicalDeviceDynamicRenderingFeatures VkPhysicalDeviceDynamicRenderingFeaturesKHR; + +typedef VkCommandBufferInheritanceRenderingInfo VkCommandBufferInheritanceRenderingInfoKHR; + +typedef struct VkRenderingFragmentShadingRateAttachmentInfoKHR { + VkStructureType sType; + const void* pNext; + VkImageView imageView; + VkImageLayout imageLayout; + VkExtent2D shadingRateAttachmentTexelSize; +} VkRenderingFragmentShadingRateAttachmentInfoKHR; + +typedef struct VkRenderingFragmentDensityMapAttachmentInfoEXT { + VkStructureType sType; + const void* pNext; + VkImageView imageView; + VkImageLayout imageLayout; +} VkRenderingFragmentDensityMapAttachmentInfoEXT; + +typedef struct VkAttachmentSampleCountInfoAMD { + VkStructureType sType; + const void* pNext; + uint32_t colorAttachmentCount; + const VkSampleCountFlagBits* pColorAttachmentSamples; + VkSampleCountFlagBits depthStencilAttachmentSamples; +} VkAttachmentSampleCountInfoAMD; + +typedef VkAttachmentSampleCountInfoAMD VkAttachmentSampleCountInfoNV; + +typedef struct VkMultiviewPerViewAttributesInfoNVX { + VkStructureType sType; + const void* pNext; + VkBool32 perViewAttributes; + VkBool32 perViewAttributesPositionXOnly; +} VkMultiviewPerViewAttributesInfoNVX; + +typedef void (VKAPI_PTR *PFN_vkCmdBeginRenderingKHR)(VkCommandBuffer commandBuffer, const VkRenderingInfo* pRenderingInfo); +typedef void (VKAPI_PTR *PFN_vkCmdEndRenderingKHR)(VkCommandBuffer commandBuffer); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdBeginRenderingKHR( + VkCommandBuffer commandBuffer, + const VkRenderingInfo* pRenderingInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndRenderingKHR( + VkCommandBuffer commandBuffer); +#endif + + +#define VK_KHR_multiview 1 +#define VK_KHR_MULTIVIEW_SPEC_VERSION 1 +#define VK_KHR_MULTIVIEW_EXTENSION_NAME "VK_KHR_multiview" typedef VkRenderPassMultiviewCreateInfo VkRenderPassMultiviewCreateInfoKHR; typedef VkPhysicalDeviceMultiviewFeatures VkPhysicalDeviceMultiviewFeaturesKHR; typedef VkPhysicalDeviceMultiviewProperties VkPhysicalDeviceMultiviewPropertiesKHR; + + #define VK_KHR_get_physical_device_properties2 1 -#define VK_KHR_GET_PHYSICAL_DEVICE_PROPERTIES_2_SPEC_VERSION 1 +#define VK_KHR_GET_PHYSICAL_DEVICE_PROPERTIES_2_SPEC_VERSION 2 #define VK_KHR_GET_PHYSICAL_DEVICE_PROPERTIES_2_EXTENSION_NAME "VK_KHR_get_physical_device_properties2" - typedef VkPhysicalDeviceFeatures2 VkPhysicalDeviceFeatures2KHR; typedef VkPhysicalDeviceProperties2 VkPhysicalDeviceProperties2KHR; @@ -4803,54 +7780,53 @@ typedef VkSparseImageFormatProperties2 VkSparseImageFormatProperties2KHR; typedef VkPhysicalDeviceSparseImageFormatInfo2 VkPhysicalDeviceSparseImageFormatInfo2KHR; -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceFeatures2KHR)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceFeatures2* pFeatures); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceProperties2KHR)(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceProperties2* pProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceFormatProperties2KHR)(VkPhysicalDevice physicalDevice, VkFormat format, - VkFormatProperties2* pFormatProperties); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceImageFormatProperties2KHR)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, - VkImageFormatProperties2* pImageFormatProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceQueueFamilyProperties2KHR)( - VkPhysicalDevice physicalDevice, uint32_t* pQueueFamilyPropertyCount, - VkQueueFamilyProperties2* pQueueFamilyProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceMemoryProperties2KHR)( - VkPhysicalDevice physicalDevice, VkPhysicalDeviceMemoryProperties2* pMemoryProperties); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceSparseImageFormatProperties2KHR)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, - uint32_t* pPropertyCount, VkSparseImageFormatProperties2* pProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceFeatures2KHR)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceFeatures2* pFeatures); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceProperties2KHR)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceProperties2* pProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceFormatProperties2KHR)(VkPhysicalDevice physicalDevice, VkFormat format, VkFormatProperties2* pFormatProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceImageFormatProperties2KHR)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, VkImageFormatProperties2* pImageFormatProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceQueueFamilyProperties2KHR)(VkPhysicalDevice physicalDevice, uint32_t* pQueueFamilyPropertyCount, VkQueueFamilyProperties2* pQueueFamilyProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceMemoryProperties2KHR)(VkPhysicalDevice physicalDevice, VkPhysicalDeviceMemoryProperties2* pMemoryProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceSparseImageFormatProperties2KHR)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, uint32_t* pPropertyCount, VkSparseImageFormatProperties2* pProperties); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFeatures2KHR(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceFeatures2* pFeatures); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFeatures2KHR( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceFeatures2* pFeatures); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceProperties2KHR(VkPhysicalDevice physicalDevice, - VkPhysicalDeviceProperties2* pProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceProperties2KHR( + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceProperties2* pProperties); -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFormatProperties2KHR(VkPhysicalDevice physicalDevice, VkFormat format, - VkFormatProperties2* pFormatProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceFormatProperties2KHR( + VkPhysicalDevice physicalDevice, + VkFormat format, + VkFormatProperties2* pFormatProperties); VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceImageFormatProperties2KHR( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, - VkImageFormatProperties2* pImageFormatProperties); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceImageFormatInfo2* pImageFormatInfo, + VkImageFormatProperties2* pImageFormatProperties); -VKAPI_ATTR void VKAPI_CALL -vkGetPhysicalDeviceQueueFamilyProperties2KHR(VkPhysicalDevice physicalDevice, uint32_t* pQueueFamilyPropertyCount, - VkQueueFamilyProperties2* pQueueFamilyProperties); +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceQueueFamilyProperties2KHR( + VkPhysicalDevice physicalDevice, + uint32_t* pQueueFamilyPropertyCount, + VkQueueFamilyProperties2* pQueueFamilyProperties); VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceMemoryProperties2KHR( - VkPhysicalDevice physicalDevice, VkPhysicalDeviceMemoryProperties2* pMemoryProperties); + VkPhysicalDevice physicalDevice, + VkPhysicalDeviceMemoryProperties2* pMemoryProperties); VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceSparseImageFormatProperties2KHR( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, - uint32_t* pPropertyCount, VkSparseImageFormatProperties2* pProperties); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceSparseImageFormatInfo2* pFormatInfo, + uint32_t* pPropertyCount, + VkSparseImageFormatProperties2* pProperties); #endif + #define VK_KHR_device_group 1 -#define VK_KHR_DEVICE_GROUP_SPEC_VERSION 3 +#define VK_KHR_DEVICE_GROUP_SPEC_VERSION 4 #define VK_KHR_DEVICE_GROUP_EXTENSION_NAME "VK_KHR_device_group" - typedef VkPeerMemoryFeatureFlags VkPeerMemoryFeatureFlagsKHR; typedef VkPeerMemoryFeatureFlagBits VkPeerMemoryFeatureFlagBitsKHR; @@ -4873,69 +7849,77 @@ typedef VkBindBufferMemoryDeviceGroupInfo VkBindBufferMemoryDeviceGroupInfoKHR; typedef VkBindImageMemoryDeviceGroupInfo VkBindImageMemoryDeviceGroupInfoKHR; -typedef void(VKAPI_PTR* PFN_vkGetDeviceGroupPeerMemoryFeaturesKHR)(VkDevice device, uint32_t heapIndex, - uint32_t localDeviceIndex, - uint32_t remoteDeviceIndex, - VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); -typedef void(VKAPI_PTR* PFN_vkCmdSetDeviceMaskKHR)(VkCommandBuffer commandBuffer, uint32_t deviceMask); -typedef void(VKAPI_PTR* PFN_vkCmdDispatchBaseKHR)(VkCommandBuffer commandBuffer, uint32_t baseGroupX, - uint32_t baseGroupY, uint32_t baseGroupZ, uint32_t groupCountX, - uint32_t groupCountY, uint32_t groupCountZ); +typedef void (VKAPI_PTR *PFN_vkGetDeviceGroupPeerMemoryFeaturesKHR)(VkDevice device, uint32_t heapIndex, uint32_t localDeviceIndex, uint32_t remoteDeviceIndex, VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); +typedef void (VKAPI_PTR *PFN_vkCmdSetDeviceMaskKHR)(VkCommandBuffer commandBuffer, uint32_t deviceMask); +typedef void (VKAPI_PTR *PFN_vkCmdDispatchBaseKHR)(VkCommandBuffer commandBuffer, uint32_t baseGroupX, uint32_t baseGroupY, uint32_t baseGroupZ, uint32_t groupCountX, uint32_t groupCountY, uint32_t groupCountZ); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkGetDeviceGroupPeerMemoryFeaturesKHR(VkDevice device, uint32_t heapIndex, - uint32_t localDeviceIndex, uint32_t remoteDeviceIndex, - VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); - -VKAPI_ATTR void VKAPI_CALL vkCmdSetDeviceMaskKHR(VkCommandBuffer commandBuffer, uint32_t deviceMask); - -VKAPI_ATTR void VKAPI_CALL vkCmdDispatchBaseKHR(VkCommandBuffer commandBuffer, uint32_t baseGroupX, uint32_t baseGroupY, - uint32_t baseGroupZ, uint32_t groupCountX, uint32_t groupCountY, - uint32_t groupCountZ); +VKAPI_ATTR void VKAPI_CALL vkGetDeviceGroupPeerMemoryFeaturesKHR( + VkDevice device, + uint32_t heapIndex, + uint32_t localDeviceIndex, + uint32_t remoteDeviceIndex, + VkPeerMemoryFeatureFlags* pPeerMemoryFeatures); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDeviceMaskKHR( + VkCommandBuffer commandBuffer, + uint32_t deviceMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdDispatchBaseKHR( + VkCommandBuffer commandBuffer, + uint32_t baseGroupX, + uint32_t baseGroupY, + uint32_t baseGroupZ, + uint32_t groupCountX, + uint32_t groupCountY, + uint32_t groupCountZ); #endif + #define VK_KHR_shader_draw_parameters 1 #define VK_KHR_SHADER_DRAW_PARAMETERS_SPEC_VERSION 1 #define VK_KHR_SHADER_DRAW_PARAMETERS_EXTENSION_NAME "VK_KHR_shader_draw_parameters" -#define VK_KHR_maintenance1 1 -#define VK_KHR_MAINTENANCE1_SPEC_VERSION 2 -#define VK_KHR_MAINTENANCE1_EXTENSION_NAME "VK_KHR_maintenance1" +#define VK_KHR_maintenance1 1 +#define VK_KHR_MAINTENANCE_1_SPEC_VERSION 2 +#define VK_KHR_MAINTENANCE_1_EXTENSION_NAME "VK_KHR_maintenance1" +#define VK_KHR_MAINTENANCE1_SPEC_VERSION VK_KHR_MAINTENANCE_1_SPEC_VERSION +#define VK_KHR_MAINTENANCE1_EXTENSION_NAME VK_KHR_MAINTENANCE_1_EXTENSION_NAME typedef VkCommandPoolTrimFlags VkCommandPoolTrimFlagsKHR; -typedef void(VKAPI_PTR* PFN_vkTrimCommandPoolKHR)(VkDevice device, VkCommandPool commandPool, - VkCommandPoolTrimFlags flags); +typedef void (VKAPI_PTR *PFN_vkTrimCommandPoolKHR)(VkDevice device, VkCommandPool commandPool, VkCommandPoolTrimFlags flags); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkTrimCommandPoolKHR(VkDevice device, VkCommandPool commandPool, - VkCommandPoolTrimFlags flags); +VKAPI_ATTR void VKAPI_CALL vkTrimCommandPoolKHR( + VkDevice device, + VkCommandPool commandPool, + VkCommandPoolTrimFlags flags); #endif + #define VK_KHR_device_group_creation 1 #define VK_KHR_DEVICE_GROUP_CREATION_SPEC_VERSION 1 #define VK_KHR_DEVICE_GROUP_CREATION_EXTENSION_NAME "VK_KHR_device_group_creation" -#define VK_MAX_DEVICE_GROUP_SIZE_KHR VK_MAX_DEVICE_GROUP_SIZE - +#define VK_MAX_DEVICE_GROUP_SIZE_KHR VK_MAX_DEVICE_GROUP_SIZE typedef VkPhysicalDeviceGroupProperties VkPhysicalDeviceGroupPropertiesKHR; typedef VkDeviceGroupDeviceCreateInfo VkDeviceGroupDeviceCreateInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkEnumeratePhysicalDeviceGroupsKHR)( - VkInstance instance, uint32_t* pPhysicalDeviceGroupCount, - VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); +typedef VkResult (VKAPI_PTR *PFN_vkEnumeratePhysicalDeviceGroupsKHR)(VkInstance instance, uint32_t* pPhysicalDeviceGroupCount, VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL -vkEnumeratePhysicalDeviceGroupsKHR(VkInstance instance, uint32_t* pPhysicalDeviceGroupCount, - VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); +VKAPI_ATTR VkResult VKAPI_CALL vkEnumeratePhysicalDeviceGroupsKHR( + VkInstance instance, + uint32_t* pPhysicalDeviceGroupCount, + VkPhysicalDeviceGroupProperties* pPhysicalDeviceGroupProperties); #endif + #define VK_KHR_external_memory_capabilities 1 #define VK_KHR_EXTERNAL_MEMORY_CAPABILITIES_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_MEMORY_CAPABILITIES_EXTENSION_NAME "VK_KHR_external_memory_capabilities" -#define VK_LUID_SIZE_KHR VK_LUID_SIZE - +#define VK_LUID_SIZE_KHR VK_LUID_SIZE typedef VkExternalMemoryHandleTypeFlags VkExternalMemoryHandleTypeFlagsKHR; typedef VkExternalMemoryHandleTypeFlagBits VkExternalMemoryHandleTypeFlagBitsKHR; @@ -4956,68 +7940,71 @@ typedef VkExternalBufferProperties VkExternalBufferPropertiesKHR; typedef VkPhysicalDeviceIDProperties VkPhysicalDeviceIDPropertiesKHR; -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceExternalBufferPropertiesKHR)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, - VkExternalBufferProperties* pExternalBufferProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceExternalBufferPropertiesKHR)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, VkExternalBufferProperties* pExternalBufferProperties); #ifndef VK_NO_PROTOTYPES VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalBufferPropertiesKHR( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, - VkExternalBufferProperties* pExternalBufferProperties); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceExternalBufferInfo* pExternalBufferInfo, + VkExternalBufferProperties* pExternalBufferProperties); #endif + #define VK_KHR_external_memory 1 #define VK_KHR_EXTERNAL_MEMORY_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_MEMORY_EXTENSION_NAME "VK_KHR_external_memory" -#define VK_QUEUE_FAMILY_EXTERNAL_KHR VK_QUEUE_FAMILY_EXTERNAL - +#define VK_QUEUE_FAMILY_EXTERNAL_KHR VK_QUEUE_FAMILY_EXTERNAL typedef VkExternalMemoryImageCreateInfo VkExternalMemoryImageCreateInfoKHR; typedef VkExternalMemoryBufferCreateInfo VkExternalMemoryBufferCreateInfoKHR; typedef VkExportMemoryAllocateInfo VkExportMemoryAllocateInfoKHR; + + #define VK_KHR_external_memory_fd 1 #define VK_KHR_EXTERNAL_MEMORY_FD_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_MEMORY_FD_EXTENSION_NAME "VK_KHR_external_memory_fd" - typedef struct VkImportMemoryFdInfoKHR { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlagBits handleType; - int fd; + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlagBits handleType; + int fd; } VkImportMemoryFdInfoKHR; typedef struct VkMemoryFdPropertiesKHR { - VkStructureType sType; - void* pNext; - uint32_t memoryTypeBits; + VkStructureType sType; + void* pNext; + uint32_t memoryTypeBits; } VkMemoryFdPropertiesKHR; typedef struct VkMemoryGetFdInfoKHR { - VkStructureType sType; - const void* pNext; - VkDeviceMemory memory; - VkExternalMemoryHandleTypeFlagBits handleType; + VkStructureType sType; + const void* pNext; + VkDeviceMemory memory; + VkExternalMemoryHandleTypeFlagBits handleType; } VkMemoryGetFdInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkGetMemoryFdKHR)(VkDevice device, const VkMemoryGetFdInfoKHR* pGetFdInfo, int* pFd); -typedef VkResult(VKAPI_PTR* PFN_vkGetMemoryFdPropertiesKHR)(VkDevice device, - VkExternalMemoryHandleTypeFlagBits handleType, int fd, - VkMemoryFdPropertiesKHR* pMemoryFdProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryFdKHR)(VkDevice device, const VkMemoryGetFdInfoKHR* pGetFdInfo, int* pFd); +typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryFdPropertiesKHR)(VkDevice device, VkExternalMemoryHandleTypeFlagBits handleType, int fd, VkMemoryFdPropertiesKHR* pMemoryFdProperties); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryFdKHR(VkDevice device, const VkMemoryGetFdInfoKHR* pGetFdInfo, int* pFd); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryFdPropertiesKHR(VkDevice device, - VkExternalMemoryHandleTypeFlagBits handleType, int fd, - VkMemoryFdPropertiesKHR* pMemoryFdProperties); +VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryFdKHR( + VkDevice device, + const VkMemoryGetFdInfoKHR* pGetFdInfo, + int* pFd); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryFdPropertiesKHR( + VkDevice device, + VkExternalMemoryHandleTypeFlagBits handleType, + int fd, + VkMemoryFdPropertiesKHR* pMemoryFdProperties); #endif + #define VK_KHR_external_semaphore_capabilities 1 #define VK_KHR_EXTERNAL_SEMAPHORE_CAPABILITIES_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_SEMAPHORE_CAPABILITIES_EXTENSION_NAME "VK_KHR_external_semaphore_capabilities" - typedef VkExternalSemaphoreHandleTypeFlags VkExternalSemaphoreHandleTypeFlagsKHR; typedef VkExternalSemaphoreHandleTypeFlagBits VkExternalSemaphoreHandleTypeFlagBitsKHR; @@ -5030,124 +8017,135 @@ typedef VkPhysicalDeviceExternalSemaphoreInfo VkPhysicalDeviceExternalSemaphoreI typedef VkExternalSemaphoreProperties VkExternalSemaphorePropertiesKHR; -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceExternalSemaphorePropertiesKHR)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, - VkExternalSemaphoreProperties* pExternalSemaphoreProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceExternalSemaphorePropertiesKHR)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, VkExternalSemaphoreProperties* pExternalSemaphoreProperties); #ifndef VK_NO_PROTOTYPES VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalSemaphorePropertiesKHR( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, - VkExternalSemaphoreProperties* pExternalSemaphoreProperties); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceExternalSemaphoreInfo* pExternalSemaphoreInfo, + VkExternalSemaphoreProperties* pExternalSemaphoreProperties); #endif + #define VK_KHR_external_semaphore 1 #define VK_KHR_EXTERNAL_SEMAPHORE_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_SEMAPHORE_EXTENSION_NAME "VK_KHR_external_semaphore" - typedef VkSemaphoreImportFlags VkSemaphoreImportFlagsKHR; typedef VkSemaphoreImportFlagBits VkSemaphoreImportFlagBitsKHR; typedef VkExportSemaphoreCreateInfo VkExportSemaphoreCreateInfoKHR; + + #define VK_KHR_external_semaphore_fd 1 #define VK_KHR_EXTERNAL_SEMAPHORE_FD_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_SEMAPHORE_FD_EXTENSION_NAME "VK_KHR_external_semaphore_fd" - typedef struct VkImportSemaphoreFdInfoKHR { - VkStructureType sType; - const void* pNext; - VkSemaphore semaphore; - VkSemaphoreImportFlags flags; - VkExternalSemaphoreHandleTypeFlagBits handleType; - int fd; + VkStructureType sType; + const void* pNext; + VkSemaphore semaphore; + VkSemaphoreImportFlags flags; + VkExternalSemaphoreHandleTypeFlagBits handleType; + int fd; } VkImportSemaphoreFdInfoKHR; typedef struct VkSemaphoreGetFdInfoKHR { - VkStructureType sType; - const void* pNext; - VkSemaphore semaphore; - VkExternalSemaphoreHandleTypeFlagBits handleType; + VkStructureType sType; + const void* pNext; + VkSemaphore semaphore; + VkExternalSemaphoreHandleTypeFlagBits handleType; } VkSemaphoreGetFdInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkImportSemaphoreFdKHR)(VkDevice device, - const VkImportSemaphoreFdInfoKHR* pImportSemaphoreFdInfo); -typedef VkResult(VKAPI_PTR* PFN_vkGetSemaphoreFdKHR)(VkDevice device, const VkSemaphoreGetFdInfoKHR* pGetFdInfo, - int* pFd); +typedef VkResult (VKAPI_PTR *PFN_vkImportSemaphoreFdKHR)(VkDevice device, const VkImportSemaphoreFdInfoKHR* pImportSemaphoreFdInfo); +typedef VkResult (VKAPI_PTR *PFN_vkGetSemaphoreFdKHR)(VkDevice device, const VkSemaphoreGetFdInfoKHR* pGetFdInfo, int* pFd); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkImportSemaphoreFdKHR(VkDevice device, - const VkImportSemaphoreFdInfoKHR* pImportSemaphoreFdInfo); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetSemaphoreFdKHR(VkDevice device, const VkSemaphoreGetFdInfoKHR* pGetFdInfo, - int* pFd); +VKAPI_ATTR VkResult VKAPI_CALL vkImportSemaphoreFdKHR( + VkDevice device, + const VkImportSemaphoreFdInfoKHR* pImportSemaphoreFdInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetSemaphoreFdKHR( + VkDevice device, + const VkSemaphoreGetFdInfoKHR* pGetFdInfo, + int* pFd); #endif + #define VK_KHR_push_descriptor 1 #define VK_KHR_PUSH_DESCRIPTOR_SPEC_VERSION 2 #define VK_KHR_PUSH_DESCRIPTOR_EXTENSION_NAME "VK_KHR_push_descriptor" - typedef struct VkPhysicalDevicePushDescriptorPropertiesKHR { - VkStructureType sType; - void* pNext; - uint32_t maxPushDescriptors; + VkStructureType sType; + void* pNext; + uint32_t maxPushDescriptors; } VkPhysicalDevicePushDescriptorPropertiesKHR; -typedef void(VKAPI_PTR* PFN_vkCmdPushDescriptorSetKHR)(VkCommandBuffer commandBuffer, - VkPipelineBindPoint pipelineBindPoint, VkPipelineLayout layout, - uint32_t set, uint32_t descriptorWriteCount, - const VkWriteDescriptorSet* pDescriptorWrites); -typedef void(VKAPI_PTR* PFN_vkCmdPushDescriptorSetWithTemplateKHR)(VkCommandBuffer commandBuffer, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - VkPipelineLayout layout, uint32_t set, - const void* pData); +typedef void (VKAPI_PTR *PFN_vkCmdPushDescriptorSetKHR)(VkCommandBuffer commandBuffer, VkPipelineBindPoint pipelineBindPoint, VkPipelineLayout layout, uint32_t set, uint32_t descriptorWriteCount, const VkWriteDescriptorSet* pDescriptorWrites); +typedef void (VKAPI_PTR *PFN_vkCmdPushDescriptorSetWithTemplateKHR)(VkCommandBuffer commandBuffer, VkDescriptorUpdateTemplate descriptorUpdateTemplate, VkPipelineLayout layout, uint32_t set, const void* pData); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkCmdPushDescriptorSetKHR(VkCommandBuffer commandBuffer, - VkPipelineBindPoint pipelineBindPoint, VkPipelineLayout layout, - uint32_t set, uint32_t descriptorWriteCount, - const VkWriteDescriptorSet* pDescriptorWrites); - -VKAPI_ATTR void VKAPI_CALL vkCmdPushDescriptorSetWithTemplateKHR(VkCommandBuffer commandBuffer, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - VkPipelineLayout layout, uint32_t set, - const void* pData); +VKAPI_ATTR void VKAPI_CALL vkCmdPushDescriptorSetKHR( + VkCommandBuffer commandBuffer, + VkPipelineBindPoint pipelineBindPoint, + VkPipelineLayout layout, + uint32_t set, + uint32_t descriptorWriteCount, + const VkWriteDescriptorSet* pDescriptorWrites); + +VKAPI_ATTR void VKAPI_CALL vkCmdPushDescriptorSetWithTemplateKHR( + VkCommandBuffer commandBuffer, + VkDescriptorUpdateTemplate descriptorUpdateTemplate, + VkPipelineLayout layout, + uint32_t set, + const void* pData); #endif + +#define VK_KHR_shader_float16_int8 1 +#define VK_KHR_SHADER_FLOAT16_INT8_SPEC_VERSION 1 +#define VK_KHR_SHADER_FLOAT16_INT8_EXTENSION_NAME "VK_KHR_shader_float16_int8" +typedef VkPhysicalDeviceShaderFloat16Int8Features VkPhysicalDeviceShaderFloat16Int8FeaturesKHR; + +typedef VkPhysicalDeviceShaderFloat16Int8Features VkPhysicalDeviceFloat16Int8FeaturesKHR; + + + #define VK_KHR_16bit_storage 1 #define VK_KHR_16BIT_STORAGE_SPEC_VERSION 1 #define VK_KHR_16BIT_STORAGE_EXTENSION_NAME "VK_KHR_16bit_storage" - typedef VkPhysicalDevice16BitStorageFeatures VkPhysicalDevice16BitStorageFeaturesKHR; + + #define VK_KHR_incremental_present 1 -#define VK_KHR_INCREMENTAL_PRESENT_SPEC_VERSION 1 +#define VK_KHR_INCREMENTAL_PRESENT_SPEC_VERSION 2 #define VK_KHR_INCREMENTAL_PRESENT_EXTENSION_NAME "VK_KHR_incremental_present" - typedef struct VkRectLayerKHR { - VkOffset2D offset; - VkExtent2D extent; - uint32_t layer; + VkOffset2D offset; + VkExtent2D extent; + uint32_t layer; } VkRectLayerKHR; typedef struct VkPresentRegionKHR { - uint32_t rectangleCount; - const VkRectLayerKHR* pRectangles; + uint32_t rectangleCount; + const VkRectLayerKHR* pRectangles; } VkPresentRegionKHR; typedef struct VkPresentRegionsKHR { - VkStructureType sType; - const void* pNext; - uint32_t swapchainCount; - const VkPresentRegionKHR* pRegions; + VkStructureType sType; + const void* pNext; + uint32_t swapchainCount; + const VkPresentRegionKHR* pRegions; } VkPresentRegionsKHR; + + #define VK_KHR_descriptor_update_template 1 typedef VkDescriptorUpdateTemplate VkDescriptorUpdateTemplateKHR; #define VK_KHR_DESCRIPTOR_UPDATE_TEMPLATE_SPEC_VERSION 1 #define VK_KHR_DESCRIPTOR_UPDATE_TEMPLATE_EXTENSION_NAME "VK_KHR_descriptor_update_template" - typedef VkDescriptorUpdateTemplateType VkDescriptorUpdateTemplateTypeKHR; typedef VkDescriptorUpdateTemplateCreateFlags VkDescriptorUpdateTemplateCreateFlagsKHR; @@ -5156,50 +8154,109 @@ typedef VkDescriptorUpdateTemplateEntry VkDescriptorUpdateTemplateEntryKHR; typedef VkDescriptorUpdateTemplateCreateInfo VkDescriptorUpdateTemplateCreateInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkCreateDescriptorUpdateTemplateKHR)( - VkDevice device, const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, - VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); -typedef void(VKAPI_PTR* PFN_vkDestroyDescriptorUpdateTemplateKHR)(VkDevice device, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const VkAllocationCallbacks* pAllocator); -typedef void(VKAPI_PTR* PFN_vkUpdateDescriptorSetWithTemplateKHR)(VkDevice device, VkDescriptorSet descriptorSet, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const void* pData); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDescriptorUpdateTemplateKHR)(VkDevice device, const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); +typedef void (VKAPI_PTR *PFN_vkDestroyDescriptorUpdateTemplateKHR)(VkDevice device, VkDescriptorUpdateTemplate descriptorUpdateTemplate, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkUpdateDescriptorSetWithTemplateKHR)(VkDevice device, VkDescriptorSet descriptorSet, VkDescriptorUpdateTemplate descriptorUpdateTemplate, const void* pData); #ifndef VK_NO_PROTOTYPES VKAPI_ATTR VkResult VKAPI_CALL vkCreateDescriptorUpdateTemplateKHR( - VkDevice device, const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, - VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); + VkDevice device, + const VkDescriptorUpdateTemplateCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDescriptorUpdateTemplate* pDescriptorUpdateTemplate); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorUpdateTemplateKHR( + VkDevice device, + VkDescriptorUpdateTemplate descriptorUpdateTemplate, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkUpdateDescriptorSetWithTemplateKHR( + VkDevice device, + VkDescriptorSet descriptorSet, + VkDescriptorUpdateTemplate descriptorUpdateTemplate, + const void* pData); +#endif + + +#define VK_KHR_imageless_framebuffer 1 +#define VK_KHR_IMAGELESS_FRAMEBUFFER_SPEC_VERSION 1 +#define VK_KHR_IMAGELESS_FRAMEBUFFER_EXTENSION_NAME "VK_KHR_imageless_framebuffer" +typedef VkPhysicalDeviceImagelessFramebufferFeatures VkPhysicalDeviceImagelessFramebufferFeaturesKHR; + +typedef VkFramebufferAttachmentsCreateInfo VkFramebufferAttachmentsCreateInfoKHR; + +typedef VkFramebufferAttachmentImageInfo VkFramebufferAttachmentImageInfoKHR; + +typedef VkRenderPassAttachmentBeginInfo VkRenderPassAttachmentBeginInfoKHR; + + -VKAPI_ATTR void VKAPI_CALL vkDestroyDescriptorUpdateTemplateKHR(VkDevice device, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const VkAllocationCallbacks* pAllocator); +#define VK_KHR_create_renderpass2 1 +#define VK_KHR_CREATE_RENDERPASS_2_SPEC_VERSION 1 +#define VK_KHR_CREATE_RENDERPASS_2_EXTENSION_NAME "VK_KHR_create_renderpass2" +typedef VkRenderPassCreateInfo2 VkRenderPassCreateInfo2KHR; -VKAPI_ATTR void VKAPI_CALL vkUpdateDescriptorSetWithTemplateKHR(VkDevice device, VkDescriptorSet descriptorSet, - VkDescriptorUpdateTemplate descriptorUpdateTemplate, - const void* pData); +typedef VkAttachmentDescription2 VkAttachmentDescription2KHR; + +typedef VkAttachmentReference2 VkAttachmentReference2KHR; + +typedef VkSubpassDescription2 VkSubpassDescription2KHR; + +typedef VkSubpassDependency2 VkSubpassDependency2KHR; + +typedef VkSubpassBeginInfo VkSubpassBeginInfoKHR; + +typedef VkSubpassEndInfo VkSubpassEndInfoKHR; + +typedef VkResult (VKAPI_PTR *PFN_vkCreateRenderPass2KHR)(VkDevice device, const VkRenderPassCreateInfo2* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkRenderPass* pRenderPass); +typedef void (VKAPI_PTR *PFN_vkCmdBeginRenderPass2KHR)(VkCommandBuffer commandBuffer, const VkRenderPassBeginInfo* pRenderPassBegin, const VkSubpassBeginInfo* pSubpassBeginInfo); +typedef void (VKAPI_PTR *PFN_vkCmdNextSubpass2KHR)(VkCommandBuffer commandBuffer, const VkSubpassBeginInfo* pSubpassBeginInfo, const VkSubpassEndInfo* pSubpassEndInfo); +typedef void (VKAPI_PTR *PFN_vkCmdEndRenderPass2KHR)(VkCommandBuffer commandBuffer, const VkSubpassEndInfo* pSubpassEndInfo); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkCreateRenderPass2KHR( + VkDevice device, + const VkRenderPassCreateInfo2* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkRenderPass* pRenderPass); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginRenderPass2KHR( + VkCommandBuffer commandBuffer, + const VkRenderPassBeginInfo* pRenderPassBegin, + const VkSubpassBeginInfo* pSubpassBeginInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdNextSubpass2KHR( + VkCommandBuffer commandBuffer, + const VkSubpassBeginInfo* pSubpassBeginInfo, + const VkSubpassEndInfo* pSubpassEndInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndRenderPass2KHR( + VkCommandBuffer commandBuffer, + const VkSubpassEndInfo* pSubpassEndInfo); #endif + #define VK_KHR_shared_presentable_image 1 #define VK_KHR_SHARED_PRESENTABLE_IMAGE_SPEC_VERSION 1 #define VK_KHR_SHARED_PRESENTABLE_IMAGE_EXTENSION_NAME "VK_KHR_shared_presentable_image" - typedef struct VkSharedPresentSurfaceCapabilitiesKHR { - VkStructureType sType; - void* pNext; - VkImageUsageFlags sharedPresentSupportedUsageFlags; + VkStructureType sType; + void* pNext; + VkImageUsageFlags sharedPresentSupportedUsageFlags; } VkSharedPresentSurfaceCapabilitiesKHR; -typedef VkResult(VKAPI_PTR* PFN_vkGetSwapchainStatusKHR)(VkDevice device, VkSwapchainKHR swapchain); +typedef VkResult (VKAPI_PTR *PFN_vkGetSwapchainStatusKHR)(VkDevice device, VkSwapchainKHR swapchain); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetSwapchainStatusKHR(VkDevice device, VkSwapchainKHR swapchain); +VKAPI_ATTR VkResult VKAPI_CALL vkGetSwapchainStatusKHR( + VkDevice device, + VkSwapchainKHR swapchain); #endif + #define VK_KHR_external_fence_capabilities 1 #define VK_KHR_EXTERNAL_FENCE_CAPABILITIES_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_FENCE_CAPABILITIES_EXTENSION_NAME "VK_KHR_external_fence_capabilities" - typedef VkExternalFenceHandleTypeFlags VkExternalFenceHandleTypeFlagsKHR; typedef VkExternalFenceHandleTypeFlagBits VkExternalFenceHandleTypeFlagBitsKHR; @@ -5212,59 +8269,206 @@ typedef VkPhysicalDeviceExternalFenceInfo VkPhysicalDeviceExternalFenceInfoKHR; typedef VkExternalFenceProperties VkExternalFencePropertiesKHR; -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceExternalFencePropertiesKHR)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, - VkExternalFenceProperties* pExternalFenceProperties); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceExternalFencePropertiesKHR)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, VkExternalFenceProperties* pExternalFenceProperties); #ifndef VK_NO_PROTOTYPES VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceExternalFencePropertiesKHR( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, - VkExternalFenceProperties* pExternalFenceProperties); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceExternalFenceInfo* pExternalFenceInfo, + VkExternalFenceProperties* pExternalFenceProperties); #endif + #define VK_KHR_external_fence 1 #define VK_KHR_EXTERNAL_FENCE_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_FENCE_EXTENSION_NAME "VK_KHR_external_fence" - typedef VkFenceImportFlags VkFenceImportFlagsKHR; typedef VkFenceImportFlagBits VkFenceImportFlagBitsKHR; typedef VkExportFenceCreateInfo VkExportFenceCreateInfoKHR; + + #define VK_KHR_external_fence_fd 1 #define VK_KHR_EXTERNAL_FENCE_FD_SPEC_VERSION 1 #define VK_KHR_EXTERNAL_FENCE_FD_EXTENSION_NAME "VK_KHR_external_fence_fd" - typedef struct VkImportFenceFdInfoKHR { - VkStructureType sType; - const void* pNext; - VkFence fence; - VkFenceImportFlags flags; - VkExternalFenceHandleTypeFlagBits handleType; - int fd; + VkStructureType sType; + const void* pNext; + VkFence fence; + VkFenceImportFlags flags; + VkExternalFenceHandleTypeFlagBits handleType; + int fd; } VkImportFenceFdInfoKHR; typedef struct VkFenceGetFdInfoKHR { - VkStructureType sType; - const void* pNext; - VkFence fence; - VkExternalFenceHandleTypeFlagBits handleType; + VkStructureType sType; + const void* pNext; + VkFence fence; + VkExternalFenceHandleTypeFlagBits handleType; } VkFenceGetFdInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkImportFenceFdKHR)(VkDevice device, const VkImportFenceFdInfoKHR* pImportFenceFdInfo); -typedef VkResult(VKAPI_PTR* PFN_vkGetFenceFdKHR)(VkDevice device, const VkFenceGetFdInfoKHR* pGetFdInfo, int* pFd); +typedef VkResult (VKAPI_PTR *PFN_vkImportFenceFdKHR)(VkDevice device, const VkImportFenceFdInfoKHR* pImportFenceFdInfo); +typedef VkResult (VKAPI_PTR *PFN_vkGetFenceFdKHR)(VkDevice device, const VkFenceGetFdInfoKHR* pGetFdInfo, int* pFd); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkImportFenceFdKHR(VkDevice device, const VkImportFenceFdInfoKHR* pImportFenceFdInfo); +VKAPI_ATTR VkResult VKAPI_CALL vkImportFenceFdKHR( + VkDevice device, + const VkImportFenceFdInfoKHR* pImportFenceFdInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetFenceFdKHR( + VkDevice device, + const VkFenceGetFdInfoKHR* pGetFdInfo, + int* pFd); +#endif + + +#define VK_KHR_performance_query 1 +#define VK_KHR_PERFORMANCE_QUERY_SPEC_VERSION 1 +#define VK_KHR_PERFORMANCE_QUERY_EXTENSION_NAME "VK_KHR_performance_query" + +typedef enum VkPerformanceCounterUnitKHR { + VK_PERFORMANCE_COUNTER_UNIT_GENERIC_KHR = 0, + VK_PERFORMANCE_COUNTER_UNIT_PERCENTAGE_KHR = 1, + VK_PERFORMANCE_COUNTER_UNIT_NANOSECONDS_KHR = 2, + VK_PERFORMANCE_COUNTER_UNIT_BYTES_KHR = 3, + VK_PERFORMANCE_COUNTER_UNIT_BYTES_PER_SECOND_KHR = 4, + VK_PERFORMANCE_COUNTER_UNIT_KELVIN_KHR = 5, + VK_PERFORMANCE_COUNTER_UNIT_WATTS_KHR = 6, + VK_PERFORMANCE_COUNTER_UNIT_VOLTS_KHR = 7, + VK_PERFORMANCE_COUNTER_UNIT_AMPS_KHR = 8, + VK_PERFORMANCE_COUNTER_UNIT_HERTZ_KHR = 9, + VK_PERFORMANCE_COUNTER_UNIT_CYCLES_KHR = 10, + VK_PERFORMANCE_COUNTER_UNIT_MAX_ENUM_KHR = 0x7FFFFFFF +} VkPerformanceCounterUnitKHR; + +typedef enum VkPerformanceCounterScopeKHR { + VK_PERFORMANCE_COUNTER_SCOPE_COMMAND_BUFFER_KHR = 0, + VK_PERFORMANCE_COUNTER_SCOPE_RENDER_PASS_KHR = 1, + VK_PERFORMANCE_COUNTER_SCOPE_COMMAND_KHR = 2, + VK_QUERY_SCOPE_COMMAND_BUFFER_KHR = VK_PERFORMANCE_COUNTER_SCOPE_COMMAND_BUFFER_KHR, + VK_QUERY_SCOPE_RENDER_PASS_KHR = VK_PERFORMANCE_COUNTER_SCOPE_RENDER_PASS_KHR, + VK_QUERY_SCOPE_COMMAND_KHR = VK_PERFORMANCE_COUNTER_SCOPE_COMMAND_KHR, + VK_PERFORMANCE_COUNTER_SCOPE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkPerformanceCounterScopeKHR; + +typedef enum VkPerformanceCounterStorageKHR { + VK_PERFORMANCE_COUNTER_STORAGE_INT32_KHR = 0, + VK_PERFORMANCE_COUNTER_STORAGE_INT64_KHR = 1, + VK_PERFORMANCE_COUNTER_STORAGE_UINT32_KHR = 2, + VK_PERFORMANCE_COUNTER_STORAGE_UINT64_KHR = 3, + VK_PERFORMANCE_COUNTER_STORAGE_FLOAT32_KHR = 4, + VK_PERFORMANCE_COUNTER_STORAGE_FLOAT64_KHR = 5, + VK_PERFORMANCE_COUNTER_STORAGE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkPerformanceCounterStorageKHR; + +typedef enum VkPerformanceCounterDescriptionFlagBitsKHR { + VK_PERFORMANCE_COUNTER_DESCRIPTION_PERFORMANCE_IMPACTING_BIT_KHR = 0x00000001, + VK_PERFORMANCE_COUNTER_DESCRIPTION_CONCURRENTLY_IMPACTED_BIT_KHR = 0x00000002, + VK_PERFORMANCE_COUNTER_DESCRIPTION_PERFORMANCE_IMPACTING_KHR = VK_PERFORMANCE_COUNTER_DESCRIPTION_PERFORMANCE_IMPACTING_BIT_KHR, + VK_PERFORMANCE_COUNTER_DESCRIPTION_CONCURRENTLY_IMPACTED_KHR = VK_PERFORMANCE_COUNTER_DESCRIPTION_CONCURRENTLY_IMPACTED_BIT_KHR, + VK_PERFORMANCE_COUNTER_DESCRIPTION_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF +} VkPerformanceCounterDescriptionFlagBitsKHR; +typedef VkFlags VkPerformanceCounterDescriptionFlagsKHR; + +typedef enum VkAcquireProfilingLockFlagBitsKHR { + VK_ACQUIRE_PROFILING_LOCK_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF +} VkAcquireProfilingLockFlagBitsKHR; +typedef VkFlags VkAcquireProfilingLockFlagsKHR; +typedef struct VkPhysicalDevicePerformanceQueryFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 performanceCounterQueryPools; + VkBool32 performanceCounterMultipleQueryPools; +} VkPhysicalDevicePerformanceQueryFeaturesKHR; + +typedef struct VkPhysicalDevicePerformanceQueryPropertiesKHR { + VkStructureType sType; + void* pNext; + VkBool32 allowCommandBufferQueryCopies; +} VkPhysicalDevicePerformanceQueryPropertiesKHR; + +typedef struct VkPerformanceCounterKHR { + VkStructureType sType; + void* pNext; + VkPerformanceCounterUnitKHR unit; + VkPerformanceCounterScopeKHR scope; + VkPerformanceCounterStorageKHR storage; + uint8_t uuid[VK_UUID_SIZE]; +} VkPerformanceCounterKHR; + +typedef struct VkPerformanceCounterDescriptionKHR { + VkStructureType sType; + void* pNext; + VkPerformanceCounterDescriptionFlagsKHR flags; + char name[VK_MAX_DESCRIPTION_SIZE]; + char category[VK_MAX_DESCRIPTION_SIZE]; + char description[VK_MAX_DESCRIPTION_SIZE]; +} VkPerformanceCounterDescriptionKHR; + +typedef struct VkQueryPoolPerformanceCreateInfoKHR { + VkStructureType sType; + const void* pNext; + uint32_t queueFamilyIndex; + uint32_t counterIndexCount; + const uint32_t* pCounterIndices; +} VkQueryPoolPerformanceCreateInfoKHR; + +typedef union VkPerformanceCounterResultKHR { + int32_t int32; + int64_t int64; + uint32_t uint32; + uint64_t uint64; + float float32; + double float64; +} VkPerformanceCounterResultKHR; + +typedef struct VkAcquireProfilingLockInfoKHR { + VkStructureType sType; + const void* pNext; + VkAcquireProfilingLockFlagsKHR flags; + uint64_t timeout; +} VkAcquireProfilingLockInfoKHR; + +typedef struct VkPerformanceQuerySubmitInfoKHR { + VkStructureType sType; + const void* pNext; + uint32_t counterPassIndex; +} VkPerformanceQuerySubmitInfoKHR; + +typedef VkResult (VKAPI_PTR *PFN_vkEnumeratePhysicalDeviceQueueFamilyPerformanceQueryCountersKHR)(VkPhysicalDevice physicalDevice, uint32_t queueFamilyIndex, uint32_t* pCounterCount, VkPerformanceCounterKHR* pCounters, VkPerformanceCounterDescriptionKHR* pCounterDescriptions); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceQueueFamilyPerformanceQueryPassesKHR)(VkPhysicalDevice physicalDevice, const VkQueryPoolPerformanceCreateInfoKHR* pPerformanceQueryCreateInfo, uint32_t* pNumPasses); +typedef VkResult (VKAPI_PTR *PFN_vkAcquireProfilingLockKHR)(VkDevice device, const VkAcquireProfilingLockInfoKHR* pInfo); +typedef void (VKAPI_PTR *PFN_vkReleaseProfilingLockKHR)(VkDevice device); -VKAPI_ATTR VkResult VKAPI_CALL vkGetFenceFdKHR(VkDevice device, const VkFenceGetFdInfoKHR* pGetFdInfo, int* pFd); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkEnumeratePhysicalDeviceQueueFamilyPerformanceQueryCountersKHR( + VkPhysicalDevice physicalDevice, + uint32_t queueFamilyIndex, + uint32_t* pCounterCount, + VkPerformanceCounterKHR* pCounters, + VkPerformanceCounterDescriptionKHR* pCounterDescriptions); + +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceQueueFamilyPerformanceQueryPassesKHR( + VkPhysicalDevice physicalDevice, + const VkQueryPoolPerformanceCreateInfoKHR* pPerformanceQueryCreateInfo, + uint32_t* pNumPasses); + +VKAPI_ATTR VkResult VKAPI_CALL vkAcquireProfilingLockKHR( + VkDevice device, + const VkAcquireProfilingLockInfoKHR* pInfo); + +VKAPI_ATTR void VKAPI_CALL vkReleaseProfilingLockKHR( + VkDevice device); #endif -#define VK_KHR_maintenance2 1 -#define VK_KHR_MAINTENANCE2_SPEC_VERSION 1 -#define VK_KHR_MAINTENANCE2_EXTENSION_NAME "VK_KHR_maintenance2" +#define VK_KHR_maintenance2 1 +#define VK_KHR_MAINTENANCE_2_SPEC_VERSION 1 +#define VK_KHR_MAINTENANCE_2_EXTENSION_NAME "VK_KHR_maintenance2" +#define VK_KHR_MAINTENANCE2_SPEC_VERSION VK_KHR_MAINTENANCE_2_SPEC_VERSION +#define VK_KHR_MAINTENANCE2_EXTENSION_NAME VK_KHR_MAINTENANCE_2_EXTENSION_NAME typedef VkPointClippingBehavior VkPointClippingBehaviorKHR; typedef VkTessellationDomainOrigin VkTessellationDomainOriginKHR; @@ -5279,71 +8483,140 @@ typedef VkImageViewUsageCreateInfo VkImageViewUsageCreateInfoKHR; typedef VkPipelineTessellationDomainOriginStateCreateInfo VkPipelineTessellationDomainOriginStateCreateInfoKHR; + + #define VK_KHR_get_surface_capabilities2 1 #define VK_KHR_GET_SURFACE_CAPABILITIES_2_SPEC_VERSION 1 #define VK_KHR_GET_SURFACE_CAPABILITIES_2_EXTENSION_NAME "VK_KHR_get_surface_capabilities2" - typedef struct VkPhysicalDeviceSurfaceInfo2KHR { - VkStructureType sType; - const void* pNext; - VkSurfaceKHR surface; + VkStructureType sType; + const void* pNext; + VkSurfaceKHR surface; } VkPhysicalDeviceSurfaceInfo2KHR; typedef struct VkSurfaceCapabilities2KHR { - VkStructureType sType; - void* pNext; - VkSurfaceCapabilitiesKHR surfaceCapabilities; + VkStructureType sType; + void* pNext; + VkSurfaceCapabilitiesKHR surfaceCapabilities; } VkSurfaceCapabilities2KHR; typedef struct VkSurfaceFormat2KHR { - VkStructureType sType; - void* pNext; - VkSurfaceFormatKHR surfaceFormat; + VkStructureType sType; + void* pNext; + VkSurfaceFormatKHR surfaceFormat; } VkSurfaceFormat2KHR; -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceSurfaceCapabilities2KHR)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, - VkSurfaceCapabilities2KHR* pSurfaceCapabilities); -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceSurfaceFormats2KHR)( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, uint32_t* pSurfaceFormatCount, - VkSurfaceFormat2KHR* pSurfaceFormats); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfaceCapabilities2KHR)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, VkSurfaceCapabilities2KHR* pSurfaceCapabilities); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfaceFormats2KHR)(VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, uint32_t* pSurfaceFormatCount, VkSurfaceFormat2KHR* pSurfaceFormats); #ifndef VK_NO_PROTOTYPES VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceCapabilities2KHR( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, - VkSurfaceCapabilities2KHR* pSurfaceCapabilities); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, + VkSurfaceCapabilities2KHR* pSurfaceCapabilities); VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceFormats2KHR( - VkPhysicalDevice physicalDevice, const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, uint32_t* pSurfaceFormatCount, - VkSurfaceFormat2KHR* pSurfaceFormats); + VkPhysicalDevice physicalDevice, + const VkPhysicalDeviceSurfaceInfo2KHR* pSurfaceInfo, + uint32_t* pSurfaceFormatCount, + VkSurfaceFormat2KHR* pSurfaceFormats); #endif + #define VK_KHR_variable_pointers 1 #define VK_KHR_VARIABLE_POINTERS_SPEC_VERSION 1 #define VK_KHR_VARIABLE_POINTERS_EXTENSION_NAME "VK_KHR_variable_pointers" +typedef VkPhysicalDeviceVariablePointersFeatures VkPhysicalDeviceVariablePointerFeaturesKHR; + +typedef VkPhysicalDeviceVariablePointersFeatures VkPhysicalDeviceVariablePointersFeaturesKHR; + + + +#define VK_KHR_get_display_properties2 1 +#define VK_KHR_GET_DISPLAY_PROPERTIES_2_SPEC_VERSION 1 +#define VK_KHR_GET_DISPLAY_PROPERTIES_2_EXTENSION_NAME "VK_KHR_get_display_properties2" +typedef struct VkDisplayProperties2KHR { + VkStructureType sType; + void* pNext; + VkDisplayPropertiesKHR displayProperties; +} VkDisplayProperties2KHR; + +typedef struct VkDisplayPlaneProperties2KHR { + VkStructureType sType; + void* pNext; + VkDisplayPlanePropertiesKHR displayPlaneProperties; +} VkDisplayPlaneProperties2KHR; + +typedef struct VkDisplayModeProperties2KHR { + VkStructureType sType; + void* pNext; + VkDisplayModePropertiesKHR displayModeProperties; +} VkDisplayModeProperties2KHR; + +typedef struct VkDisplayPlaneInfo2KHR { + VkStructureType sType; + const void* pNext; + VkDisplayModeKHR mode; + uint32_t planeIndex; +} VkDisplayPlaneInfo2KHR; + +typedef struct VkDisplayPlaneCapabilities2KHR { + VkStructureType sType; + void* pNext; + VkDisplayPlaneCapabilitiesKHR capabilities; +} VkDisplayPlaneCapabilities2KHR; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceDisplayProperties2KHR)(VkPhysicalDevice physicalDevice, uint32_t* pPropertyCount, VkDisplayProperties2KHR* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceDisplayPlaneProperties2KHR)(VkPhysicalDevice physicalDevice, uint32_t* pPropertyCount, VkDisplayPlaneProperties2KHR* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetDisplayModeProperties2KHR)(VkPhysicalDevice physicalDevice, VkDisplayKHR display, uint32_t* pPropertyCount, VkDisplayModeProperties2KHR* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetDisplayPlaneCapabilities2KHR)(VkPhysicalDevice physicalDevice, const VkDisplayPlaneInfo2KHR* pDisplayPlaneInfo, VkDisplayPlaneCapabilities2KHR* pCapabilities); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceDisplayProperties2KHR( + VkPhysicalDevice physicalDevice, + uint32_t* pPropertyCount, + VkDisplayProperties2KHR* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceDisplayPlaneProperties2KHR( + VkPhysicalDevice physicalDevice, + uint32_t* pPropertyCount, + VkDisplayPlaneProperties2KHR* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayModeProperties2KHR( + VkPhysicalDevice physicalDevice, + VkDisplayKHR display, + uint32_t* pPropertyCount, + VkDisplayModeProperties2KHR* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDisplayPlaneCapabilities2KHR( + VkPhysicalDevice physicalDevice, + const VkDisplayPlaneInfo2KHR* pDisplayPlaneInfo, + VkDisplayPlaneCapabilities2KHR* pCapabilities); +#endif -typedef VkPhysicalDeviceVariablePointerFeatures VkPhysicalDeviceVariablePointerFeaturesKHR; #define VK_KHR_dedicated_allocation 1 #define VK_KHR_DEDICATED_ALLOCATION_SPEC_VERSION 3 #define VK_KHR_DEDICATED_ALLOCATION_EXTENSION_NAME "VK_KHR_dedicated_allocation" - typedef VkMemoryDedicatedRequirements VkMemoryDedicatedRequirementsKHR; typedef VkMemoryDedicatedAllocateInfo VkMemoryDedicatedAllocateInfoKHR; + + #define VK_KHR_storage_buffer_storage_class 1 #define VK_KHR_STORAGE_BUFFER_STORAGE_CLASS_SPEC_VERSION 1 #define VK_KHR_STORAGE_BUFFER_STORAGE_CLASS_EXTENSION_NAME "VK_KHR_storage_buffer_storage_class" + #define VK_KHR_relaxed_block_layout 1 #define VK_KHR_RELAXED_BLOCK_LAYOUT_SPEC_VERSION 1 #define VK_KHR_RELAXED_BLOCK_LAYOUT_EXTENSION_NAME "VK_KHR_relaxed_block_layout" + #define VK_KHR_get_memory_requirements2 1 #define VK_KHR_GET_MEMORY_REQUIREMENTS_2_SPEC_VERSION 1 #define VK_KHR_GET_MEMORY_REQUIREMENTS_2_EXTENSION_NAME "VK_KHR_get_memory_requirements2" - typedef VkBufferMemoryRequirementsInfo2 VkBufferMemoryRequirementsInfo2KHR; typedef VkImageMemoryRequirementsInfo2 VkImageMemoryRequirementsInfo2KHR; @@ -5354,47 +8627,41 @@ typedef VkMemoryRequirements2 VkMemoryRequirements2KHR; typedef VkSparseImageMemoryRequirements2 VkSparseImageMemoryRequirements2KHR; -typedef void(VKAPI_PTR* PFN_vkGetImageMemoryRequirements2KHR)(VkDevice device, - const VkImageMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetBufferMemoryRequirements2KHR)(VkDevice device, - const VkBufferMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); -typedef void(VKAPI_PTR* PFN_vkGetImageSparseMemoryRequirements2KHR)( - VkDevice device, const VkImageSparseMemoryRequirementsInfo2* pInfo, uint32_t* pSparseMemoryRequirementCount, - VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetImageMemoryRequirements2KHR)(VkDevice device, const VkImageMemoryRequirementsInfo2* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetBufferMemoryRequirements2KHR)(VkDevice device, const VkBufferMemoryRequirementsInfo2* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetImageSparseMemoryRequirements2KHR)(VkDevice device, const VkImageSparseMemoryRequirementsInfo2* pInfo, uint32_t* pSparseMemoryRequirementCount, VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkGetImageMemoryRequirements2KHR(VkDevice device, - const VkImageMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); +VKAPI_ATTR void VKAPI_CALL vkGetImageMemoryRequirements2KHR( + VkDevice device, + const VkImageMemoryRequirementsInfo2* pInfo, + VkMemoryRequirements2* pMemoryRequirements); -VKAPI_ATTR void VKAPI_CALL vkGetBufferMemoryRequirements2KHR(VkDevice device, - const VkBufferMemoryRequirementsInfo2* pInfo, - VkMemoryRequirements2* pMemoryRequirements); +VKAPI_ATTR void VKAPI_CALL vkGetBufferMemoryRequirements2KHR( + VkDevice device, + const VkBufferMemoryRequirementsInfo2* pInfo, + VkMemoryRequirements2* pMemoryRequirements); VKAPI_ATTR void VKAPI_CALL vkGetImageSparseMemoryRequirements2KHR( - VkDevice device, const VkImageSparseMemoryRequirementsInfo2* pInfo, uint32_t* pSparseMemoryRequirementCount, - VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); + VkDevice device, + const VkImageSparseMemoryRequirementsInfo2* pInfo, + uint32_t* pSparseMemoryRequirementCount, + VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); #endif + #define VK_KHR_image_format_list 1 #define VK_KHR_IMAGE_FORMAT_LIST_SPEC_VERSION 1 #define VK_KHR_IMAGE_FORMAT_LIST_EXTENSION_NAME "VK_KHR_image_format_list" +typedef VkImageFormatListCreateInfo VkImageFormatListCreateInfoKHR; + -typedef struct VkImageFormatListCreateInfoKHR { - VkStructureType sType; - const void* pNext; - uint32_t viewFormatCount; - const VkFormat* pViewFormats; -} VkImageFormatListCreateInfoKHR; #define VK_KHR_sampler_ycbcr_conversion 1 typedef VkSamplerYcbcrConversion VkSamplerYcbcrConversionKHR; -#define VK_KHR_SAMPLER_YCBCR_CONVERSION_SPEC_VERSION 1 +#define VK_KHR_SAMPLER_YCBCR_CONVERSION_SPEC_VERSION 14 #define VK_KHR_SAMPLER_YCBCR_CONVERSION_EXTENSION_NAME "VK_KHR_sampler_ycbcr_conversion" - typedef VkSamplerYcbcrModelConversion VkSamplerYcbcrModelConversionKHR; typedef VkSamplerYcbcrRange VkSamplerYcbcrRangeKHR; @@ -5413,1689 +8680,5633 @@ typedef VkPhysicalDeviceSamplerYcbcrConversionFeatures VkPhysicalDeviceSamplerYc typedef VkSamplerYcbcrConversionImageFormatProperties VkSamplerYcbcrConversionImageFormatPropertiesKHR; -typedef VkResult(VKAPI_PTR* PFN_vkCreateSamplerYcbcrConversionKHR)( - VkDevice device, const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, - VkSamplerYcbcrConversion* pYcbcrConversion); -typedef void(VKAPI_PTR* PFN_vkDestroySamplerYcbcrConversionKHR)(VkDevice device, - VkSamplerYcbcrConversion ycbcrConversion, - const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkCreateSamplerYcbcrConversionKHR)(VkDevice device, const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSamplerYcbcrConversion* pYcbcrConversion); +typedef void (VKAPI_PTR *PFN_vkDestroySamplerYcbcrConversionKHR)(VkDevice device, VkSamplerYcbcrConversion ycbcrConversion, const VkAllocationCallbacks* pAllocator); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkCreateSamplerYcbcrConversionKHR(VkDevice device, - const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkSamplerYcbcrConversion* pYcbcrConversion); - -VKAPI_ATTR void VKAPI_CALL vkDestroySamplerYcbcrConversionKHR(VkDevice device, VkSamplerYcbcrConversion ycbcrConversion, - const VkAllocationCallbacks* pAllocator); +VKAPI_ATTR VkResult VKAPI_CALL vkCreateSamplerYcbcrConversionKHR( + VkDevice device, + const VkSamplerYcbcrConversionCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkSamplerYcbcrConversion* pYcbcrConversion); + +VKAPI_ATTR void VKAPI_CALL vkDestroySamplerYcbcrConversionKHR( + VkDevice device, + VkSamplerYcbcrConversion ycbcrConversion, + const VkAllocationCallbacks* pAllocator); #endif + #define VK_KHR_bind_memory2 1 #define VK_KHR_BIND_MEMORY_2_SPEC_VERSION 1 #define VK_KHR_BIND_MEMORY_2_EXTENSION_NAME "VK_KHR_bind_memory2" - typedef VkBindBufferMemoryInfo VkBindBufferMemoryInfoKHR; typedef VkBindImageMemoryInfo VkBindImageMemoryInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkBindBufferMemory2KHR)(VkDevice device, uint32_t bindInfoCount, - const VkBindBufferMemoryInfo* pBindInfos); -typedef VkResult(VKAPI_PTR* PFN_vkBindImageMemory2KHR)(VkDevice device, uint32_t bindInfoCount, - const VkBindImageMemoryInfo* pBindInfos); +typedef VkResult (VKAPI_PTR *PFN_vkBindBufferMemory2KHR)(VkDevice device, uint32_t bindInfoCount, const VkBindBufferMemoryInfo* pBindInfos); +typedef VkResult (VKAPI_PTR *PFN_vkBindImageMemory2KHR)(VkDevice device, uint32_t bindInfoCount, const VkBindImageMemoryInfo* pBindInfos); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkBindBufferMemory2KHR(VkDevice device, uint32_t bindInfoCount, - const VkBindBufferMemoryInfo* pBindInfos); - -VKAPI_ATTR VkResult VKAPI_CALL vkBindImageMemory2KHR(VkDevice device, uint32_t bindInfoCount, - const VkBindImageMemoryInfo* pBindInfos); +VKAPI_ATTR VkResult VKAPI_CALL vkBindBufferMemory2KHR( + VkDevice device, + uint32_t bindInfoCount, + const VkBindBufferMemoryInfo* pBindInfos); + +VKAPI_ATTR VkResult VKAPI_CALL vkBindImageMemory2KHR( + VkDevice device, + uint32_t bindInfoCount, + const VkBindImageMemoryInfo* pBindInfos); #endif -#define VK_KHR_maintenance3 1 -#define VK_KHR_MAINTENANCE3_SPEC_VERSION 1 -#define VK_KHR_MAINTENANCE3_EXTENSION_NAME "VK_KHR_maintenance3" +#define VK_KHR_maintenance3 1 +#define VK_KHR_MAINTENANCE_3_SPEC_VERSION 1 +#define VK_KHR_MAINTENANCE_3_EXTENSION_NAME "VK_KHR_maintenance3" +#define VK_KHR_MAINTENANCE3_SPEC_VERSION VK_KHR_MAINTENANCE_3_SPEC_VERSION +#define VK_KHR_MAINTENANCE3_EXTENSION_NAME VK_KHR_MAINTENANCE_3_EXTENSION_NAME typedef VkPhysicalDeviceMaintenance3Properties VkPhysicalDeviceMaintenance3PropertiesKHR; typedef VkDescriptorSetLayoutSupport VkDescriptorSetLayoutSupportKHR; -typedef void(VKAPI_PTR* PFN_vkGetDescriptorSetLayoutSupportKHR)(VkDevice device, - const VkDescriptorSetLayoutCreateInfo* pCreateInfo, - VkDescriptorSetLayoutSupport* pSupport); +typedef void (VKAPI_PTR *PFN_vkGetDescriptorSetLayoutSupportKHR)(VkDevice device, const VkDescriptorSetLayoutCreateInfo* pCreateInfo, VkDescriptorSetLayoutSupport* pSupport); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkGetDescriptorSetLayoutSupportKHR(VkDevice device, - const VkDescriptorSetLayoutCreateInfo* pCreateInfo, - VkDescriptorSetLayoutSupport* pSupport); +VKAPI_ATTR void VKAPI_CALL vkGetDescriptorSetLayoutSupportKHR( + VkDevice device, + const VkDescriptorSetLayoutCreateInfo* pCreateInfo, + VkDescriptorSetLayoutSupport* pSupport); #endif -#define VK_EXT_debug_report 1 -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDebugReportCallbackEXT) -#define VK_EXT_DEBUG_REPORT_SPEC_VERSION 9 -#define VK_EXT_DEBUG_REPORT_EXTENSION_NAME "VK_EXT_debug_report" -#define VK_STRUCTURE_TYPE_DEBUG_REPORT_CREATE_INFO_EXT VK_STRUCTURE_TYPE_DEBUG_REPORT_CALLBACK_CREATE_INFO_EXT -#define VK_DEBUG_REPORT_OBJECT_TYPE_DEBUG_REPORT_EXT VK_DEBUG_REPORT_OBJECT_TYPE_DEBUG_REPORT_CALLBACK_EXT_EXT +#define VK_KHR_draw_indirect_count 1 +#define VK_KHR_DRAW_INDIRECT_COUNT_SPEC_VERSION 1 +#define VK_KHR_DRAW_INDIRECT_COUNT_EXTENSION_NAME "VK_KHR_draw_indirect_count" +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndirectCountKHR)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkBuffer countBuffer, VkDeviceSize countBufferOffset, uint32_t maxDrawCount, uint32_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndexedIndirectCountKHR)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkBuffer countBuffer, VkDeviceSize countBufferOffset, uint32_t maxDrawCount, uint32_t stride); -typedef enum VkDebugReportObjectTypeEXT { - VK_DEBUG_REPORT_OBJECT_TYPE_UNKNOWN_EXT = 0, - VK_DEBUG_REPORT_OBJECT_TYPE_INSTANCE_EXT = 1, - VK_DEBUG_REPORT_OBJECT_TYPE_PHYSICAL_DEVICE_EXT = 2, - VK_DEBUG_REPORT_OBJECT_TYPE_DEVICE_EXT = 3, - VK_DEBUG_REPORT_OBJECT_TYPE_QUEUE_EXT = 4, - VK_DEBUG_REPORT_OBJECT_TYPE_SEMAPHORE_EXT = 5, - VK_DEBUG_REPORT_OBJECT_TYPE_COMMAND_BUFFER_EXT = 6, - VK_DEBUG_REPORT_OBJECT_TYPE_FENCE_EXT = 7, - VK_DEBUG_REPORT_OBJECT_TYPE_DEVICE_MEMORY_EXT = 8, - VK_DEBUG_REPORT_OBJECT_TYPE_BUFFER_EXT = 9, - VK_DEBUG_REPORT_OBJECT_TYPE_IMAGE_EXT = 10, - VK_DEBUG_REPORT_OBJECT_TYPE_EVENT_EXT = 11, - VK_DEBUG_REPORT_OBJECT_TYPE_QUERY_POOL_EXT = 12, - VK_DEBUG_REPORT_OBJECT_TYPE_BUFFER_VIEW_EXT = 13, - VK_DEBUG_REPORT_OBJECT_TYPE_IMAGE_VIEW_EXT = 14, - VK_DEBUG_REPORT_OBJECT_TYPE_SHADER_MODULE_EXT = 15, - VK_DEBUG_REPORT_OBJECT_TYPE_PIPELINE_CACHE_EXT = 16, - VK_DEBUG_REPORT_OBJECT_TYPE_PIPELINE_LAYOUT_EXT = 17, - VK_DEBUG_REPORT_OBJECT_TYPE_RENDER_PASS_EXT = 18, - VK_DEBUG_REPORT_OBJECT_TYPE_PIPELINE_EXT = 19, - VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_SET_LAYOUT_EXT = 20, - VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_EXT = 21, - VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_POOL_EXT = 22, - VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_SET_EXT = 23, - VK_DEBUG_REPORT_OBJECT_TYPE_FRAMEBUFFER_EXT = 24, - VK_DEBUG_REPORT_OBJECT_TYPE_COMMAND_POOL_EXT = 25, - VK_DEBUG_REPORT_OBJECT_TYPE_SURFACE_KHR_EXT = 26, - VK_DEBUG_REPORT_OBJECT_TYPE_SWAPCHAIN_KHR_EXT = 27, - VK_DEBUG_REPORT_OBJECT_TYPE_DEBUG_REPORT_CALLBACK_EXT_EXT = 28, - VK_DEBUG_REPORT_OBJECT_TYPE_DISPLAY_KHR_EXT = 29, - VK_DEBUG_REPORT_OBJECT_TYPE_DISPLAY_MODE_KHR_EXT = 30, - VK_DEBUG_REPORT_OBJECT_TYPE_OBJECT_TABLE_NVX_EXT = 31, - VK_DEBUG_REPORT_OBJECT_TYPE_INDIRECT_COMMANDS_LAYOUT_NVX_EXT = 32, - VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT_EXT = 33, - VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_EXT = 1000156000, - VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_EXT = 1000085000, - VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_KHR_EXT = - VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_EXT, - VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_KHR_EXT = - VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_EXT, - VK_DEBUG_REPORT_OBJECT_TYPE_BEGIN_RANGE_EXT = VK_DEBUG_REPORT_OBJECT_TYPE_UNKNOWN_EXT, - VK_DEBUG_REPORT_OBJECT_TYPE_END_RANGE_EXT = VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT_EXT, - VK_DEBUG_REPORT_OBJECT_TYPE_RANGE_SIZE_EXT = - (VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT_EXT - VK_DEBUG_REPORT_OBJECT_TYPE_UNKNOWN_EXT + 1), - VK_DEBUG_REPORT_OBJECT_TYPE_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDebugReportObjectTypeEXT; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndirectCountKHR( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkBuffer countBuffer, + VkDeviceSize countBufferOffset, + uint32_t maxDrawCount, + uint32_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexedIndirectCountKHR( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkBuffer countBuffer, + VkDeviceSize countBufferOffset, + uint32_t maxDrawCount, + uint32_t stride); +#endif -typedef enum VkDebugReportFlagBitsEXT { - VK_DEBUG_REPORT_INFORMATION_BIT_EXT = 0x00000001, - VK_DEBUG_REPORT_WARNING_BIT_EXT = 0x00000002, - VK_DEBUG_REPORT_PERFORMANCE_WARNING_BIT_EXT = 0x00000004, - VK_DEBUG_REPORT_ERROR_BIT_EXT = 0x00000008, - VK_DEBUG_REPORT_DEBUG_BIT_EXT = 0x00000010, - VK_DEBUG_REPORT_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDebugReportFlagBitsEXT; -typedef VkFlags VkDebugReportFlagsEXT; -typedef VkBool32(VKAPI_PTR* PFN_vkDebugReportCallbackEXT)(VkDebugReportFlagsEXT flags, - VkDebugReportObjectTypeEXT objectType, uint64_t object, - size_t location, int32_t messageCode, - const char* pLayerPrefix, const char* pMessage, - void* pUserData); +#define VK_KHR_shader_subgroup_extended_types 1 +#define VK_KHR_SHADER_SUBGROUP_EXTENDED_TYPES_SPEC_VERSION 1 +#define VK_KHR_SHADER_SUBGROUP_EXTENDED_TYPES_EXTENSION_NAME "VK_KHR_shader_subgroup_extended_types" +typedef VkPhysicalDeviceShaderSubgroupExtendedTypesFeatures VkPhysicalDeviceShaderSubgroupExtendedTypesFeaturesKHR; -typedef struct VkDebugReportCallbackCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkDebugReportFlagsEXT flags; - PFN_vkDebugReportCallbackEXT pfnCallback; - void* pUserData; -} VkDebugReportCallbackCreateInfoEXT; -typedef VkResult(VKAPI_PTR* PFN_vkCreateDebugReportCallbackEXT)(VkInstance instance, - const VkDebugReportCallbackCreateInfoEXT* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDebugReportCallbackEXT* pCallback); -typedef void(VKAPI_PTR* PFN_vkDestroyDebugReportCallbackEXT)(VkInstance instance, VkDebugReportCallbackEXT callback, - const VkAllocationCallbacks* pAllocator); -typedef void(VKAPI_PTR* PFN_vkDebugReportMessageEXT)(VkInstance instance, VkDebugReportFlagsEXT flags, - VkDebugReportObjectTypeEXT objectType, uint64_t object, - size_t location, int32_t messageCode, const char* pLayerPrefix, - const char* pMessage); -#ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDebugReportCallbackEXT(VkInstance instance, - const VkDebugReportCallbackCreateInfoEXT* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDebugReportCallbackEXT* pCallback); +#define VK_KHR_8bit_storage 1 +#define VK_KHR_8BIT_STORAGE_SPEC_VERSION 1 +#define VK_KHR_8BIT_STORAGE_EXTENSION_NAME "VK_KHR_8bit_storage" +typedef VkPhysicalDevice8BitStorageFeatures VkPhysicalDevice8BitStorageFeaturesKHR; -VKAPI_ATTR void VKAPI_CALL vkDestroyDebugReportCallbackEXT(VkInstance instance, VkDebugReportCallbackEXT callback, - const VkAllocationCallbacks* pAllocator); -VKAPI_ATTR void VKAPI_CALL vkDebugReportMessageEXT(VkInstance instance, VkDebugReportFlagsEXT flags, - VkDebugReportObjectTypeEXT objectType, uint64_t object, - size_t location, int32_t messageCode, const char* pLayerPrefix, - const char* pMessage); -#endif -#define VK_NV_glsl_shader 1 -#define VK_NV_GLSL_SHADER_SPEC_VERSION 1 -#define VK_NV_GLSL_SHADER_EXTENSION_NAME "VK_NV_glsl_shader" +#define VK_KHR_shader_atomic_int64 1 +#define VK_KHR_SHADER_ATOMIC_INT64_SPEC_VERSION 1 +#define VK_KHR_SHADER_ATOMIC_INT64_EXTENSION_NAME "VK_KHR_shader_atomic_int64" +typedef VkPhysicalDeviceShaderAtomicInt64Features VkPhysicalDeviceShaderAtomicInt64FeaturesKHR; -#define VK_EXT_depth_range_unrestricted 1 -#define VK_EXT_DEPTH_RANGE_UNRESTRICTED_SPEC_VERSION 1 -#define VK_EXT_DEPTH_RANGE_UNRESTRICTED_EXTENSION_NAME "VK_EXT_depth_range_unrestricted" -#define VK_IMG_filter_cubic 1 -#define VK_IMG_FILTER_CUBIC_SPEC_VERSION 1 -#define VK_IMG_FILTER_CUBIC_EXTENSION_NAME "VK_IMG_filter_cubic" -#define VK_AMD_rasterization_order 1 -#define VK_AMD_RASTERIZATION_ORDER_SPEC_VERSION 1 -#define VK_AMD_RASTERIZATION_ORDER_EXTENSION_NAME "VK_AMD_rasterization_order" +#define VK_KHR_shader_clock 1 +#define VK_KHR_SHADER_CLOCK_SPEC_VERSION 1 +#define VK_KHR_SHADER_CLOCK_EXTENSION_NAME "VK_KHR_shader_clock" +typedef struct VkPhysicalDeviceShaderClockFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 shaderSubgroupClock; + VkBool32 shaderDeviceClock; +} VkPhysicalDeviceShaderClockFeaturesKHR; -typedef enum VkRasterizationOrderAMD { - VK_RASTERIZATION_ORDER_STRICT_AMD = 0, - VK_RASTERIZATION_ORDER_RELAXED_AMD = 1, - VK_RASTERIZATION_ORDER_BEGIN_RANGE_AMD = VK_RASTERIZATION_ORDER_STRICT_AMD, - VK_RASTERIZATION_ORDER_END_RANGE_AMD = VK_RASTERIZATION_ORDER_RELAXED_AMD, - VK_RASTERIZATION_ORDER_RANGE_SIZE_AMD = - (VK_RASTERIZATION_ORDER_RELAXED_AMD - VK_RASTERIZATION_ORDER_STRICT_AMD + 1), - VK_RASTERIZATION_ORDER_MAX_ENUM_AMD = 0x7FFFFFFF -} VkRasterizationOrderAMD; -typedef struct VkPipelineRasterizationStateRasterizationOrderAMD { - VkStructureType sType; - const void* pNext; - VkRasterizationOrderAMD rasterizationOrder; -} VkPipelineRasterizationStateRasterizationOrderAMD; -#define VK_AMD_shader_trinary_minmax 1 -#define VK_AMD_SHADER_TRINARY_MINMAX_SPEC_VERSION 1 -#define VK_AMD_SHADER_TRINARY_MINMAX_EXTENSION_NAME "VK_AMD_shader_trinary_minmax" +#define VK_KHR_global_priority 1 +#define VK_MAX_GLOBAL_PRIORITY_SIZE_KHR 16U +#define VK_KHR_GLOBAL_PRIORITY_SPEC_VERSION 1 +#define VK_KHR_GLOBAL_PRIORITY_EXTENSION_NAME "VK_KHR_global_priority" -#define VK_AMD_shader_explicit_vertex_parameter 1 -#define VK_AMD_SHADER_EXPLICIT_VERTEX_PARAMETER_SPEC_VERSION 1 -#define VK_AMD_SHADER_EXPLICIT_VERTEX_PARAMETER_EXTENSION_NAME "VK_AMD_shader_explicit_vertex_parameter" +typedef enum VkQueueGlobalPriorityKHR { + VK_QUEUE_GLOBAL_PRIORITY_LOW_KHR = 128, + VK_QUEUE_GLOBAL_PRIORITY_MEDIUM_KHR = 256, + VK_QUEUE_GLOBAL_PRIORITY_HIGH_KHR = 512, + VK_QUEUE_GLOBAL_PRIORITY_REALTIME_KHR = 1024, + VK_QUEUE_GLOBAL_PRIORITY_LOW_EXT = VK_QUEUE_GLOBAL_PRIORITY_LOW_KHR, + VK_QUEUE_GLOBAL_PRIORITY_MEDIUM_EXT = VK_QUEUE_GLOBAL_PRIORITY_MEDIUM_KHR, + VK_QUEUE_GLOBAL_PRIORITY_HIGH_EXT = VK_QUEUE_GLOBAL_PRIORITY_HIGH_KHR, + VK_QUEUE_GLOBAL_PRIORITY_REALTIME_EXT = VK_QUEUE_GLOBAL_PRIORITY_REALTIME_KHR, + VK_QUEUE_GLOBAL_PRIORITY_MAX_ENUM_KHR = 0x7FFFFFFF +} VkQueueGlobalPriorityKHR; +typedef struct VkDeviceQueueGlobalPriorityCreateInfoKHR { + VkStructureType sType; + const void* pNext; + VkQueueGlobalPriorityKHR globalPriority; +} VkDeviceQueueGlobalPriorityCreateInfoKHR; -#define VK_EXT_debug_marker 1 -#define VK_EXT_DEBUG_MARKER_SPEC_VERSION 4 -#define VK_EXT_DEBUG_MARKER_EXTENSION_NAME "VK_EXT_debug_marker" +typedef struct VkPhysicalDeviceGlobalPriorityQueryFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 globalPriorityQuery; +} VkPhysicalDeviceGlobalPriorityQueryFeaturesKHR; -typedef struct VkDebugMarkerObjectNameInfoEXT { - VkStructureType sType; - const void* pNext; - VkDebugReportObjectTypeEXT objectType; - uint64_t object; - const char* pObjectName; -} VkDebugMarkerObjectNameInfoEXT; +typedef struct VkQueueFamilyGlobalPriorityPropertiesKHR { + VkStructureType sType; + void* pNext; + uint32_t priorityCount; + VkQueueGlobalPriorityKHR priorities[VK_MAX_GLOBAL_PRIORITY_SIZE_KHR]; +} VkQueueFamilyGlobalPriorityPropertiesKHR; -typedef struct VkDebugMarkerObjectTagInfoEXT { - VkStructureType sType; - const void* pNext; - VkDebugReportObjectTypeEXT objectType; - uint64_t object; - uint64_t tagName; - size_t tagSize; - const void* pTag; -} VkDebugMarkerObjectTagInfoEXT; -typedef struct VkDebugMarkerMarkerInfoEXT { - VkStructureType sType; - const void* pNext; - const char* pMarkerName; - float color[4]; -} VkDebugMarkerMarkerInfoEXT; -typedef VkResult(VKAPI_PTR* PFN_vkDebugMarkerSetObjectTagEXT)(VkDevice device, - const VkDebugMarkerObjectTagInfoEXT* pTagInfo); -typedef VkResult(VKAPI_PTR* PFN_vkDebugMarkerSetObjectNameEXT)(VkDevice device, - const VkDebugMarkerObjectNameInfoEXT* pNameInfo); -typedef void(VKAPI_PTR* PFN_vkCmdDebugMarkerBeginEXT)(VkCommandBuffer commandBuffer, - const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); -typedef void(VKAPI_PTR* PFN_vkCmdDebugMarkerEndEXT)(VkCommandBuffer commandBuffer); -typedef void(VKAPI_PTR* PFN_vkCmdDebugMarkerInsertEXT)(VkCommandBuffer commandBuffer, - const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); +#define VK_KHR_driver_properties 1 +#define VK_KHR_DRIVER_PROPERTIES_SPEC_VERSION 1 +#define VK_KHR_DRIVER_PROPERTIES_EXTENSION_NAME "VK_KHR_driver_properties" +#define VK_MAX_DRIVER_NAME_SIZE_KHR VK_MAX_DRIVER_NAME_SIZE +#define VK_MAX_DRIVER_INFO_SIZE_KHR VK_MAX_DRIVER_INFO_SIZE +typedef VkDriverId VkDriverIdKHR; -#ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkDebugMarkerSetObjectTagEXT(VkDevice device, - const VkDebugMarkerObjectTagInfoEXT* pTagInfo); +typedef VkConformanceVersion VkConformanceVersionKHR; -VKAPI_ATTR VkResult VKAPI_CALL vkDebugMarkerSetObjectNameEXT(VkDevice device, - const VkDebugMarkerObjectNameInfoEXT* pNameInfo); +typedef VkPhysicalDeviceDriverProperties VkPhysicalDeviceDriverPropertiesKHR; -VKAPI_ATTR void VKAPI_CALL vkCmdDebugMarkerBeginEXT(VkCommandBuffer commandBuffer, - const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); -VKAPI_ATTR void VKAPI_CALL vkCmdDebugMarkerEndEXT(VkCommandBuffer commandBuffer); -VKAPI_ATTR void VKAPI_CALL vkCmdDebugMarkerInsertEXT(VkCommandBuffer commandBuffer, - const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); -#endif +#define VK_KHR_shader_float_controls 1 +#define VK_KHR_SHADER_FLOAT_CONTROLS_SPEC_VERSION 4 +#define VK_KHR_SHADER_FLOAT_CONTROLS_EXTENSION_NAME "VK_KHR_shader_float_controls" +typedef VkShaderFloatControlsIndependence VkShaderFloatControlsIndependenceKHR; -#define VK_AMD_gcn_shader 1 -#define VK_AMD_GCN_SHADER_SPEC_VERSION 1 -#define VK_AMD_GCN_SHADER_EXTENSION_NAME "VK_AMD_gcn_shader" +typedef VkPhysicalDeviceFloatControlsProperties VkPhysicalDeviceFloatControlsPropertiesKHR; -#define VK_NV_dedicated_allocation 1 -#define VK_NV_DEDICATED_ALLOCATION_SPEC_VERSION 1 -#define VK_NV_DEDICATED_ALLOCATION_EXTENSION_NAME "VK_NV_dedicated_allocation" -typedef struct VkDedicatedAllocationImageCreateInfoNV { - VkStructureType sType; - const void* pNext; - VkBool32 dedicatedAllocation; -} VkDedicatedAllocationImageCreateInfoNV; -typedef struct VkDedicatedAllocationBufferCreateInfoNV { - VkStructureType sType; - const void* pNext; - VkBool32 dedicatedAllocation; -} VkDedicatedAllocationBufferCreateInfoNV; +#define VK_KHR_depth_stencil_resolve 1 +#define VK_KHR_DEPTH_STENCIL_RESOLVE_SPEC_VERSION 1 +#define VK_KHR_DEPTH_STENCIL_RESOLVE_EXTENSION_NAME "VK_KHR_depth_stencil_resolve" +typedef VkResolveModeFlagBits VkResolveModeFlagBitsKHR; -typedef struct VkDedicatedAllocationMemoryAllocateInfoNV { - VkStructureType sType; - const void* pNext; - VkImage image; - VkBuffer buffer; -} VkDedicatedAllocationMemoryAllocateInfoNV; +typedef VkResolveModeFlags VkResolveModeFlagsKHR; -#define VK_AMD_draw_indirect_count 1 -#define VK_AMD_DRAW_INDIRECT_COUNT_SPEC_VERSION 1 -#define VK_AMD_DRAW_INDIRECT_COUNT_EXTENSION_NAME "VK_AMD_draw_indirect_count" +typedef VkSubpassDescriptionDepthStencilResolve VkSubpassDescriptionDepthStencilResolveKHR; -typedef void(VKAPI_PTR* PFN_vkCmdDrawIndirectCountAMD)(VkCommandBuffer commandBuffer, VkBuffer buffer, - VkDeviceSize offset, VkBuffer countBuffer, - VkDeviceSize countBufferOffset, uint32_t maxDrawCount, - uint32_t stride); -typedef void(VKAPI_PTR* PFN_vkCmdDrawIndexedIndirectCountAMD)(VkCommandBuffer commandBuffer, VkBuffer buffer, - VkDeviceSize offset, VkBuffer countBuffer, - VkDeviceSize countBufferOffset, uint32_t maxDrawCount, - uint32_t stride); +typedef VkPhysicalDeviceDepthStencilResolveProperties VkPhysicalDeviceDepthStencilResolvePropertiesKHR; -#ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndirectCountAMD(VkCommandBuffer commandBuffer, VkBuffer buffer, - VkDeviceSize offset, VkBuffer countBuffer, - VkDeviceSize countBufferOffset, uint32_t maxDrawCount, - uint32_t stride); -VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexedIndirectCountAMD(VkCommandBuffer commandBuffer, VkBuffer buffer, - VkDeviceSize offset, VkBuffer countBuffer, - VkDeviceSize countBufferOffset, uint32_t maxDrawCount, - uint32_t stride); -#endif -#define VK_AMD_negative_viewport_height 1 -#define VK_AMD_NEGATIVE_VIEWPORT_HEIGHT_SPEC_VERSION 1 -#define VK_AMD_NEGATIVE_VIEWPORT_HEIGHT_EXTENSION_NAME "VK_AMD_negative_viewport_height" +#define VK_KHR_swapchain_mutable_format 1 +#define VK_KHR_SWAPCHAIN_MUTABLE_FORMAT_SPEC_VERSION 1 +#define VK_KHR_SWAPCHAIN_MUTABLE_FORMAT_EXTENSION_NAME "VK_KHR_swapchain_mutable_format" -#define VK_AMD_gpu_shader_half_float 1 -#define VK_AMD_GPU_SHADER_HALF_FLOAT_SPEC_VERSION 1 -#define VK_AMD_GPU_SHADER_HALF_FLOAT_EXTENSION_NAME "VK_AMD_gpu_shader_half_float" -#define VK_AMD_shader_ballot 1 -#define VK_AMD_SHADER_BALLOT_SPEC_VERSION 1 -#define VK_AMD_SHADER_BALLOT_EXTENSION_NAME "VK_AMD_shader_ballot" +#define VK_KHR_timeline_semaphore 1 +#define VK_KHR_TIMELINE_SEMAPHORE_SPEC_VERSION 2 +#define VK_KHR_TIMELINE_SEMAPHORE_EXTENSION_NAME "VK_KHR_timeline_semaphore" +typedef VkSemaphoreType VkSemaphoreTypeKHR; -#define VK_AMD_texture_gather_bias_lod 1 -#define VK_AMD_TEXTURE_GATHER_BIAS_LOD_SPEC_VERSION 1 -#define VK_AMD_TEXTURE_GATHER_BIAS_LOD_EXTENSION_NAME "VK_AMD_texture_gather_bias_lod" +typedef VkSemaphoreWaitFlagBits VkSemaphoreWaitFlagBitsKHR; -typedef struct VkTextureLODGatherFormatPropertiesAMD { - VkStructureType sType; - void* pNext; - VkBool32 supportsTextureGatherLODBiasAMD; -} VkTextureLODGatherFormatPropertiesAMD; +typedef VkSemaphoreWaitFlags VkSemaphoreWaitFlagsKHR; -#define VK_AMD_shader_info 1 -#define VK_AMD_SHADER_INFO_SPEC_VERSION 1 -#define VK_AMD_SHADER_INFO_EXTENSION_NAME "VK_AMD_shader_info" +typedef VkPhysicalDeviceTimelineSemaphoreFeatures VkPhysicalDeviceTimelineSemaphoreFeaturesKHR; -typedef enum VkShaderInfoTypeAMD { - VK_SHADER_INFO_TYPE_STATISTICS_AMD = 0, - VK_SHADER_INFO_TYPE_BINARY_AMD = 1, - VK_SHADER_INFO_TYPE_DISASSEMBLY_AMD = 2, - VK_SHADER_INFO_TYPE_BEGIN_RANGE_AMD = VK_SHADER_INFO_TYPE_STATISTICS_AMD, - VK_SHADER_INFO_TYPE_END_RANGE_AMD = VK_SHADER_INFO_TYPE_DISASSEMBLY_AMD, - VK_SHADER_INFO_TYPE_RANGE_SIZE_AMD = (VK_SHADER_INFO_TYPE_DISASSEMBLY_AMD - VK_SHADER_INFO_TYPE_STATISTICS_AMD + 1), - VK_SHADER_INFO_TYPE_MAX_ENUM_AMD = 0x7FFFFFFF -} VkShaderInfoTypeAMD; +typedef VkPhysicalDeviceTimelineSemaphoreProperties VkPhysicalDeviceTimelineSemaphorePropertiesKHR; -typedef struct VkShaderResourceUsageAMD { - uint32_t numUsedVgprs; - uint32_t numUsedSgprs; - uint32_t ldsSizePerLocalWorkGroup; - size_t ldsUsageSizeInBytes; - size_t scratchMemUsageInBytes; -} VkShaderResourceUsageAMD; +typedef VkSemaphoreTypeCreateInfo VkSemaphoreTypeCreateInfoKHR; -typedef struct VkShaderStatisticsInfoAMD { - VkShaderStageFlags shaderStageMask; - VkShaderResourceUsageAMD resourceUsage; - uint32_t numPhysicalVgprs; - uint32_t numPhysicalSgprs; - uint32_t numAvailableVgprs; - uint32_t numAvailableSgprs; - uint32_t computeWorkGroupSize[3]; -} VkShaderStatisticsInfoAMD; +typedef VkTimelineSemaphoreSubmitInfo VkTimelineSemaphoreSubmitInfoKHR; + +typedef VkSemaphoreWaitInfo VkSemaphoreWaitInfoKHR; -typedef VkResult(VKAPI_PTR* PFN_vkGetShaderInfoAMD)(VkDevice device, VkPipeline pipeline, - VkShaderStageFlagBits shaderStage, VkShaderInfoTypeAMD infoType, - size_t* pInfoSize, void* pInfo); +typedef VkSemaphoreSignalInfo VkSemaphoreSignalInfoKHR; + +typedef VkResult (VKAPI_PTR *PFN_vkGetSemaphoreCounterValueKHR)(VkDevice device, VkSemaphore semaphore, uint64_t* pValue); +typedef VkResult (VKAPI_PTR *PFN_vkWaitSemaphoresKHR)(VkDevice device, const VkSemaphoreWaitInfo* pWaitInfo, uint64_t timeout); +typedef VkResult (VKAPI_PTR *PFN_vkSignalSemaphoreKHR)(VkDevice device, const VkSemaphoreSignalInfo* pSignalInfo); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetShaderInfoAMD(VkDevice device, VkPipeline pipeline, - VkShaderStageFlagBits shaderStage, VkShaderInfoTypeAMD infoType, - size_t* pInfoSize, void* pInfo); +VKAPI_ATTR VkResult VKAPI_CALL vkGetSemaphoreCounterValueKHR( + VkDevice device, + VkSemaphore semaphore, + uint64_t* pValue); + +VKAPI_ATTR VkResult VKAPI_CALL vkWaitSemaphoresKHR( + VkDevice device, + const VkSemaphoreWaitInfo* pWaitInfo, + uint64_t timeout); + +VKAPI_ATTR VkResult VKAPI_CALL vkSignalSemaphoreKHR( + VkDevice device, + const VkSemaphoreSignalInfo* pSignalInfo); #endif -#define VK_AMD_shader_image_load_store_lod 1 -#define VK_AMD_SHADER_IMAGE_LOAD_STORE_LOD_SPEC_VERSION 1 -#define VK_AMD_SHADER_IMAGE_LOAD_STORE_LOD_EXTENSION_NAME "VK_AMD_shader_image_load_store_lod" - -#define VK_IMG_format_pvrtc 1 -#define VK_IMG_FORMAT_PVRTC_SPEC_VERSION 1 -#define VK_IMG_FORMAT_PVRTC_EXTENSION_NAME "VK_IMG_format_pvrtc" -#define VK_NV_external_memory_capabilities 1 -#define VK_NV_EXTERNAL_MEMORY_CAPABILITIES_SPEC_VERSION 1 -#define VK_NV_EXTERNAL_MEMORY_CAPABILITIES_EXTENSION_NAME "VK_NV_external_memory_capabilities" +#define VK_KHR_vulkan_memory_model 1 +#define VK_KHR_VULKAN_MEMORY_MODEL_SPEC_VERSION 3 +#define VK_KHR_VULKAN_MEMORY_MODEL_EXTENSION_NAME "VK_KHR_vulkan_memory_model" +typedef VkPhysicalDeviceVulkanMemoryModelFeatures VkPhysicalDeviceVulkanMemoryModelFeaturesKHR; + + + +#define VK_KHR_shader_terminate_invocation 1 +#define VK_KHR_SHADER_TERMINATE_INVOCATION_SPEC_VERSION 1 +#define VK_KHR_SHADER_TERMINATE_INVOCATION_EXTENSION_NAME "VK_KHR_shader_terminate_invocation" +typedef VkPhysicalDeviceShaderTerminateInvocationFeatures VkPhysicalDeviceShaderTerminateInvocationFeaturesKHR; + + + +#define VK_KHR_fragment_shading_rate 1 +#define VK_KHR_FRAGMENT_SHADING_RATE_SPEC_VERSION 2 +#define VK_KHR_FRAGMENT_SHADING_RATE_EXTENSION_NAME "VK_KHR_fragment_shading_rate" + +typedef enum VkFragmentShadingRateCombinerOpKHR { + VK_FRAGMENT_SHADING_RATE_COMBINER_OP_KEEP_KHR = 0, + VK_FRAGMENT_SHADING_RATE_COMBINER_OP_REPLACE_KHR = 1, + VK_FRAGMENT_SHADING_RATE_COMBINER_OP_MIN_KHR = 2, + VK_FRAGMENT_SHADING_RATE_COMBINER_OP_MAX_KHR = 3, + VK_FRAGMENT_SHADING_RATE_COMBINER_OP_MUL_KHR = 4, + VK_FRAGMENT_SHADING_RATE_COMBINER_OP_MAX_ENUM_KHR = 0x7FFFFFFF +} VkFragmentShadingRateCombinerOpKHR; +typedef struct VkFragmentShadingRateAttachmentInfoKHR { + VkStructureType sType; + const void* pNext; + const VkAttachmentReference2* pFragmentShadingRateAttachment; + VkExtent2D shadingRateAttachmentTexelSize; +} VkFragmentShadingRateAttachmentInfoKHR; + +typedef struct VkPipelineFragmentShadingRateStateCreateInfoKHR { + VkStructureType sType; + const void* pNext; + VkExtent2D fragmentSize; + VkFragmentShadingRateCombinerOpKHR combinerOps[2]; +} VkPipelineFragmentShadingRateStateCreateInfoKHR; + +typedef struct VkPhysicalDeviceFragmentShadingRateFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 pipelineFragmentShadingRate; + VkBool32 primitiveFragmentShadingRate; + VkBool32 attachmentFragmentShadingRate; +} VkPhysicalDeviceFragmentShadingRateFeaturesKHR; + +typedef struct VkPhysicalDeviceFragmentShadingRatePropertiesKHR { + VkStructureType sType; + void* pNext; + VkExtent2D minFragmentShadingRateAttachmentTexelSize; + VkExtent2D maxFragmentShadingRateAttachmentTexelSize; + uint32_t maxFragmentShadingRateAttachmentTexelSizeAspectRatio; + VkBool32 primitiveFragmentShadingRateWithMultipleViewports; + VkBool32 layeredShadingRateAttachments; + VkBool32 fragmentShadingRateNonTrivialCombinerOps; + VkExtent2D maxFragmentSize; + uint32_t maxFragmentSizeAspectRatio; + uint32_t maxFragmentShadingRateCoverageSamples; + VkSampleCountFlagBits maxFragmentShadingRateRasterizationSamples; + VkBool32 fragmentShadingRateWithShaderDepthStencilWrites; + VkBool32 fragmentShadingRateWithSampleMask; + VkBool32 fragmentShadingRateWithShaderSampleMask; + VkBool32 fragmentShadingRateWithConservativeRasterization; + VkBool32 fragmentShadingRateWithFragmentShaderInterlock; + VkBool32 fragmentShadingRateWithCustomSampleLocations; + VkBool32 fragmentShadingRateStrictMultiplyCombiner; +} VkPhysicalDeviceFragmentShadingRatePropertiesKHR; + +typedef struct VkPhysicalDeviceFragmentShadingRateKHR { + VkStructureType sType; + void* pNext; + VkSampleCountFlags sampleCounts; + VkExtent2D fragmentSize; +} VkPhysicalDeviceFragmentShadingRateKHR; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceFragmentShadingRatesKHR)(VkPhysicalDevice physicalDevice, uint32_t* pFragmentShadingRateCount, VkPhysicalDeviceFragmentShadingRateKHR* pFragmentShadingRates); +typedef void (VKAPI_PTR *PFN_vkCmdSetFragmentShadingRateKHR)(VkCommandBuffer commandBuffer, const VkExtent2D* pFragmentSize, const VkFragmentShadingRateCombinerOpKHR combinerOps[2]); -typedef enum VkExternalMemoryHandleTypeFlagBitsNV { - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT_NV = 0x00000001, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT_NV = 0x00000002, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_IMAGE_BIT_NV = 0x00000004, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_IMAGE_KMT_BIT_NV = 0x00000008, - VK_EXTERNAL_MEMORY_HANDLE_TYPE_FLAG_BITS_MAX_ENUM_NV = 0x7FFFFFFF -} VkExternalMemoryHandleTypeFlagBitsNV; -typedef VkFlags VkExternalMemoryHandleTypeFlagsNV; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceFragmentShadingRatesKHR( + VkPhysicalDevice physicalDevice, + uint32_t* pFragmentShadingRateCount, + VkPhysicalDeviceFragmentShadingRateKHR* pFragmentShadingRates); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetFragmentShadingRateKHR( + VkCommandBuffer commandBuffer, + const VkExtent2D* pFragmentSize, + const VkFragmentShadingRateCombinerOpKHR combinerOps[2]); +#endif -typedef enum VkExternalMemoryFeatureFlagBitsNV { - VK_EXTERNAL_MEMORY_FEATURE_DEDICATED_ONLY_BIT_NV = 0x00000001, - VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT_NV = 0x00000002, - VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT_NV = 0x00000004, - VK_EXTERNAL_MEMORY_FEATURE_FLAG_BITS_MAX_ENUM_NV = 0x7FFFFFFF -} VkExternalMemoryFeatureFlagBitsNV; -typedef VkFlags VkExternalMemoryFeatureFlagsNV; -typedef struct VkExternalImageFormatPropertiesNV { - VkImageFormatProperties imageFormatProperties; - VkExternalMemoryFeatureFlagsNV externalMemoryFeatures; - VkExternalMemoryHandleTypeFlagsNV exportFromImportedHandleTypes; - VkExternalMemoryHandleTypeFlagsNV compatibleHandleTypes; -} VkExternalImageFormatPropertiesNV; +#define VK_KHR_spirv_1_4 1 +#define VK_KHR_SPIRV_1_4_SPEC_VERSION 1 +#define VK_KHR_SPIRV_1_4_EXTENSION_NAME "VK_KHR_spirv_1_4" -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceExternalImageFormatPropertiesNV)( - VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkImageTiling tiling, VkImageUsageFlags usage, - VkImageCreateFlags flags, VkExternalMemoryHandleTypeFlagsNV externalHandleType, - VkExternalImageFormatPropertiesNV* pExternalImageFormatProperties); -#ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceExternalImageFormatPropertiesNV( - VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkImageTiling tiling, VkImageUsageFlags usage, - VkImageCreateFlags flags, VkExternalMemoryHandleTypeFlagsNV externalHandleType, - VkExternalImageFormatPropertiesNV* pExternalImageFormatProperties); -#endif +#define VK_KHR_surface_protected_capabilities 1 +#define VK_KHR_SURFACE_PROTECTED_CAPABILITIES_SPEC_VERSION 1 +#define VK_KHR_SURFACE_PROTECTED_CAPABILITIES_EXTENSION_NAME "VK_KHR_surface_protected_capabilities" +typedef struct VkSurfaceProtectedCapabilitiesKHR { + VkStructureType sType; + const void* pNext; + VkBool32 supportsProtected; +} VkSurfaceProtectedCapabilitiesKHR; -#define VK_NV_external_memory 1 -#define VK_NV_EXTERNAL_MEMORY_SPEC_VERSION 1 -#define VK_NV_EXTERNAL_MEMORY_EXTENSION_NAME "VK_NV_external_memory" -typedef struct VkExternalMemoryImageCreateInfoNV { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlagsNV handleTypes; -} VkExternalMemoryImageCreateInfoNV; -typedef struct VkExportMemoryAllocateInfoNV { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlagsNV handleTypes; -} VkExportMemoryAllocateInfoNV; +#define VK_KHR_separate_depth_stencil_layouts 1 +#define VK_KHR_SEPARATE_DEPTH_STENCIL_LAYOUTS_SPEC_VERSION 1 +#define VK_KHR_SEPARATE_DEPTH_STENCIL_LAYOUTS_EXTENSION_NAME "VK_KHR_separate_depth_stencil_layouts" +typedef VkPhysicalDeviceSeparateDepthStencilLayoutsFeatures VkPhysicalDeviceSeparateDepthStencilLayoutsFeaturesKHR; -#define VK_EXT_validation_flags 1 -#define VK_EXT_VALIDATION_FLAGS_SPEC_VERSION 1 -#define VK_EXT_VALIDATION_FLAGS_EXTENSION_NAME "VK_EXT_validation_flags" +typedef VkAttachmentReferenceStencilLayout VkAttachmentReferenceStencilLayoutKHR; -typedef enum VkValidationCheckEXT { - VK_VALIDATION_CHECK_ALL_EXT = 0, - VK_VALIDATION_CHECK_SHADERS_EXT = 1, - VK_VALIDATION_CHECK_BEGIN_RANGE_EXT = VK_VALIDATION_CHECK_ALL_EXT, - VK_VALIDATION_CHECK_END_RANGE_EXT = VK_VALIDATION_CHECK_SHADERS_EXT, - VK_VALIDATION_CHECK_RANGE_SIZE_EXT = (VK_VALIDATION_CHECK_SHADERS_EXT - VK_VALIDATION_CHECK_ALL_EXT + 1), - VK_VALIDATION_CHECK_MAX_ENUM_EXT = 0x7FFFFFFF -} VkValidationCheckEXT; +typedef VkAttachmentDescriptionStencilLayout VkAttachmentDescriptionStencilLayoutKHR; -typedef struct VkValidationFlagsEXT { - VkStructureType sType; - const void* pNext; - uint32_t disabledValidationCheckCount; - VkValidationCheckEXT* pDisabledValidationChecks; -} VkValidationFlagsEXT; -#define VK_EXT_shader_subgroup_ballot 1 -#define VK_EXT_SHADER_SUBGROUP_BALLOT_SPEC_VERSION 1 -#define VK_EXT_SHADER_SUBGROUP_BALLOT_EXTENSION_NAME "VK_EXT_shader_subgroup_ballot" -#define VK_EXT_shader_subgroup_vote 1 -#define VK_EXT_SHADER_SUBGROUP_VOTE_SPEC_VERSION 1 -#define VK_EXT_SHADER_SUBGROUP_VOTE_EXTENSION_NAME "VK_EXT_shader_subgroup_vote" +#define VK_KHR_present_wait 1 +#define VK_KHR_PRESENT_WAIT_SPEC_VERSION 1 +#define VK_KHR_PRESENT_WAIT_EXTENSION_NAME "VK_KHR_present_wait" +typedef struct VkPhysicalDevicePresentWaitFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 presentWait; +} VkPhysicalDevicePresentWaitFeaturesKHR; -#define VK_NVX_device_generated_commands 1 -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkObjectTableNVX) -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkIndirectCommandsLayoutNVX) - -#define VK_NVX_DEVICE_GENERATED_COMMANDS_SPEC_VERSION 3 -#define VK_NVX_DEVICE_GENERATED_COMMANDS_EXTENSION_NAME "VK_NVX_device_generated_commands" - -typedef enum VkIndirectCommandsTokenTypeNVX { - VK_INDIRECT_COMMANDS_TOKEN_TYPE_PIPELINE_NVX = 0, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_DESCRIPTOR_SET_NVX = 1, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_INDEX_BUFFER_NVX = 2, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_VERTEX_BUFFER_NVX = 3, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_PUSH_CONSTANT_NVX = 4, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_DRAW_INDEXED_NVX = 5, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_DRAW_NVX = 6, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_DISPATCH_NVX = 7, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_BEGIN_RANGE_NVX = VK_INDIRECT_COMMANDS_TOKEN_TYPE_PIPELINE_NVX, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_END_RANGE_NVX = VK_INDIRECT_COMMANDS_TOKEN_TYPE_DISPATCH_NVX, - VK_INDIRECT_COMMANDS_TOKEN_TYPE_RANGE_SIZE_NVX = - (VK_INDIRECT_COMMANDS_TOKEN_TYPE_DISPATCH_NVX - VK_INDIRECT_COMMANDS_TOKEN_TYPE_PIPELINE_NVX + 1), - VK_INDIRECT_COMMANDS_TOKEN_TYPE_MAX_ENUM_NVX = 0x7FFFFFFF -} VkIndirectCommandsTokenTypeNVX; - -typedef enum VkObjectEntryTypeNVX { - VK_OBJECT_ENTRY_TYPE_DESCRIPTOR_SET_NVX = 0, - VK_OBJECT_ENTRY_TYPE_PIPELINE_NVX = 1, - VK_OBJECT_ENTRY_TYPE_INDEX_BUFFER_NVX = 2, - VK_OBJECT_ENTRY_TYPE_VERTEX_BUFFER_NVX = 3, - VK_OBJECT_ENTRY_TYPE_PUSH_CONSTANT_NVX = 4, - VK_OBJECT_ENTRY_TYPE_BEGIN_RANGE_NVX = VK_OBJECT_ENTRY_TYPE_DESCRIPTOR_SET_NVX, - VK_OBJECT_ENTRY_TYPE_END_RANGE_NVX = VK_OBJECT_ENTRY_TYPE_PUSH_CONSTANT_NVX, - VK_OBJECT_ENTRY_TYPE_RANGE_SIZE_NVX = - (VK_OBJECT_ENTRY_TYPE_PUSH_CONSTANT_NVX - VK_OBJECT_ENTRY_TYPE_DESCRIPTOR_SET_NVX + 1), - VK_OBJECT_ENTRY_TYPE_MAX_ENUM_NVX = 0x7FFFFFFF -} VkObjectEntryTypeNVX; - -typedef enum VkIndirectCommandsLayoutUsageFlagBitsNVX { - VK_INDIRECT_COMMANDS_LAYOUT_USAGE_UNORDERED_SEQUENCES_BIT_NVX = 0x00000001, - VK_INDIRECT_COMMANDS_LAYOUT_USAGE_SPARSE_SEQUENCES_BIT_NVX = 0x00000002, - VK_INDIRECT_COMMANDS_LAYOUT_USAGE_EMPTY_EXECUTIONS_BIT_NVX = 0x00000004, - VK_INDIRECT_COMMANDS_LAYOUT_USAGE_INDEXED_SEQUENCES_BIT_NVX = 0x00000008, - VK_INDIRECT_COMMANDS_LAYOUT_USAGE_FLAG_BITS_MAX_ENUM_NVX = 0x7FFFFFFF -} VkIndirectCommandsLayoutUsageFlagBitsNVX; -typedef VkFlags VkIndirectCommandsLayoutUsageFlagsNVX; - -typedef enum VkObjectEntryUsageFlagBitsNVX { - VK_OBJECT_ENTRY_USAGE_GRAPHICS_BIT_NVX = 0x00000001, - VK_OBJECT_ENTRY_USAGE_COMPUTE_BIT_NVX = 0x00000002, - VK_OBJECT_ENTRY_USAGE_FLAG_BITS_MAX_ENUM_NVX = 0x7FFFFFFF -} VkObjectEntryUsageFlagBitsNVX; -typedef VkFlags VkObjectEntryUsageFlagsNVX; - -typedef struct VkDeviceGeneratedCommandsFeaturesNVX { - VkStructureType sType; - const void* pNext; - VkBool32 computeBindingPointSupport; -} VkDeviceGeneratedCommandsFeaturesNVX; - -typedef struct VkDeviceGeneratedCommandsLimitsNVX { - VkStructureType sType; - const void* pNext; - uint32_t maxIndirectCommandsLayoutTokenCount; - uint32_t maxObjectEntryCounts; - uint32_t minSequenceCountBufferOffsetAlignment; - uint32_t minSequenceIndexBufferOffsetAlignment; - uint32_t minCommandsTokenBufferOffsetAlignment; -} VkDeviceGeneratedCommandsLimitsNVX; - -typedef struct VkIndirectCommandsTokenNVX { - VkIndirectCommandsTokenTypeNVX tokenType; - VkBuffer buffer; - VkDeviceSize offset; -} VkIndirectCommandsTokenNVX; - -typedef struct VkIndirectCommandsLayoutTokenNVX { - VkIndirectCommandsTokenTypeNVX tokenType; - uint32_t bindingUnit; - uint32_t dynamicCount; - uint32_t divisor; -} VkIndirectCommandsLayoutTokenNVX; - -typedef struct VkIndirectCommandsLayoutCreateInfoNVX { - VkStructureType sType; - const void* pNext; - VkPipelineBindPoint pipelineBindPoint; - VkIndirectCommandsLayoutUsageFlagsNVX flags; - uint32_t tokenCount; - const VkIndirectCommandsLayoutTokenNVX* pTokens; -} VkIndirectCommandsLayoutCreateInfoNVX; - -typedef struct VkCmdProcessCommandsInfoNVX { - VkStructureType sType; - const void* pNext; - VkObjectTableNVX objectTable; - VkIndirectCommandsLayoutNVX indirectCommandsLayout; - uint32_t indirectCommandsTokenCount; - const VkIndirectCommandsTokenNVX* pIndirectCommandsTokens; - uint32_t maxSequencesCount; - VkCommandBuffer targetCommandBuffer; - VkBuffer sequencesCountBuffer; - VkDeviceSize sequencesCountOffset; - VkBuffer sequencesIndexBuffer; - VkDeviceSize sequencesIndexOffset; -} VkCmdProcessCommandsInfoNVX; - -typedef struct VkCmdReserveSpaceForCommandsInfoNVX { - VkStructureType sType; - const void* pNext; - VkObjectTableNVX objectTable; - VkIndirectCommandsLayoutNVX indirectCommandsLayout; - uint32_t maxSequencesCount; -} VkCmdReserveSpaceForCommandsInfoNVX; - -typedef struct VkObjectTableCreateInfoNVX { - VkStructureType sType; - const void* pNext; - uint32_t objectCount; - const VkObjectEntryTypeNVX* pObjectEntryTypes; - const uint32_t* pObjectEntryCounts; - const VkObjectEntryUsageFlagsNVX* pObjectEntryUsageFlags; - uint32_t maxUniformBuffersPerDescriptor; - uint32_t maxStorageBuffersPerDescriptor; - uint32_t maxStorageImagesPerDescriptor; - uint32_t maxSampledImagesPerDescriptor; - uint32_t maxPipelineLayouts; -} VkObjectTableCreateInfoNVX; - -typedef struct VkObjectTableEntryNVX { - VkObjectEntryTypeNVX type; - VkObjectEntryUsageFlagsNVX flags; -} VkObjectTableEntryNVX; - -typedef struct VkObjectTablePipelineEntryNVX { - VkObjectEntryTypeNVX type; - VkObjectEntryUsageFlagsNVX flags; - VkPipeline pipeline; -} VkObjectTablePipelineEntryNVX; - -typedef struct VkObjectTableDescriptorSetEntryNVX { - VkObjectEntryTypeNVX type; - VkObjectEntryUsageFlagsNVX flags; - VkPipelineLayout pipelineLayout; - VkDescriptorSet descriptorSet; -} VkObjectTableDescriptorSetEntryNVX; - -typedef struct VkObjectTableVertexBufferEntryNVX { - VkObjectEntryTypeNVX type; - VkObjectEntryUsageFlagsNVX flags; - VkBuffer buffer; -} VkObjectTableVertexBufferEntryNVX; - -typedef struct VkObjectTableIndexBufferEntryNVX { - VkObjectEntryTypeNVX type; - VkObjectEntryUsageFlagsNVX flags; - VkBuffer buffer; - VkIndexType indexType; -} VkObjectTableIndexBufferEntryNVX; - -typedef struct VkObjectTablePushConstantEntryNVX { - VkObjectEntryTypeNVX type; - VkObjectEntryUsageFlagsNVX flags; - VkPipelineLayout pipelineLayout; - VkShaderStageFlags stageFlags; -} VkObjectTablePushConstantEntryNVX; - -typedef void(VKAPI_PTR* PFN_vkCmdProcessCommandsNVX)(VkCommandBuffer commandBuffer, - const VkCmdProcessCommandsInfoNVX* pProcessCommandsInfo); -typedef void(VKAPI_PTR* PFN_vkCmdReserveSpaceForCommandsNVX)( - VkCommandBuffer commandBuffer, const VkCmdReserveSpaceForCommandsInfoNVX* pReserveSpaceInfo); -typedef VkResult(VKAPI_PTR* PFN_vkCreateIndirectCommandsLayoutNVX)( - VkDevice device, const VkIndirectCommandsLayoutCreateInfoNVX* pCreateInfo, const VkAllocationCallbacks* pAllocator, - VkIndirectCommandsLayoutNVX* pIndirectCommandsLayout); -typedef void(VKAPI_PTR* PFN_vkDestroyIndirectCommandsLayoutNVX)(VkDevice device, - VkIndirectCommandsLayoutNVX indirectCommandsLayout, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkCreateObjectTableNVX)(VkDevice device, const VkObjectTableCreateInfoNVX* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkObjectTableNVX* pObjectTable); -typedef void(VKAPI_PTR* PFN_vkDestroyObjectTableNVX)(VkDevice device, VkObjectTableNVX objectTable, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkRegisterObjectsNVX)(VkDevice device, VkObjectTableNVX objectTable, - uint32_t objectCount, - const VkObjectTableEntryNVX* const* ppObjectTableEntries, - const uint32_t* pObjectIndices); -typedef VkResult(VKAPI_PTR* PFN_vkUnregisterObjectsNVX)(VkDevice device, VkObjectTableNVX objectTable, - uint32_t objectCount, - const VkObjectEntryTypeNVX* pObjectEntryTypes, - const uint32_t* pObjectIndices); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceGeneratedCommandsPropertiesNVX)( - VkPhysicalDevice physicalDevice, VkDeviceGeneratedCommandsFeaturesNVX* pFeatures, - VkDeviceGeneratedCommandsLimitsNVX* pLimits); +typedef VkResult (VKAPI_PTR *PFN_vkWaitForPresentKHR)(VkDevice device, VkSwapchainKHR swapchain, uint64_t presentId, uint64_t timeout); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkCmdProcessCommandsNVX(VkCommandBuffer commandBuffer, - const VkCmdProcessCommandsInfoNVX* pProcessCommandsInfo); +VKAPI_ATTR VkResult VKAPI_CALL vkWaitForPresentKHR( + VkDevice device, + VkSwapchainKHR swapchain, + uint64_t presentId, + uint64_t timeout); +#endif -VKAPI_ATTR void VKAPI_CALL vkCmdReserveSpaceForCommandsNVX( - VkCommandBuffer commandBuffer, const VkCmdReserveSpaceForCommandsInfoNVX* pReserveSpaceInfo); -VKAPI_ATTR VkResult VKAPI_CALL vkCreateIndirectCommandsLayoutNVX( - VkDevice device, const VkIndirectCommandsLayoutCreateInfoNVX* pCreateInfo, const VkAllocationCallbacks* pAllocator, - VkIndirectCommandsLayoutNVX* pIndirectCommandsLayout); +#define VK_KHR_uniform_buffer_standard_layout 1 +#define VK_KHR_UNIFORM_BUFFER_STANDARD_LAYOUT_SPEC_VERSION 1 +#define VK_KHR_UNIFORM_BUFFER_STANDARD_LAYOUT_EXTENSION_NAME "VK_KHR_uniform_buffer_standard_layout" +typedef VkPhysicalDeviceUniformBufferStandardLayoutFeatures VkPhysicalDeviceUniformBufferStandardLayoutFeaturesKHR; -VKAPI_ATTR void VKAPI_CALL vkDestroyIndirectCommandsLayoutNVX(VkDevice device, - VkIndirectCommandsLayoutNVX indirectCommandsLayout, - const VkAllocationCallbacks* pAllocator); -VKAPI_ATTR VkResult VKAPI_CALL vkCreateObjectTableNVX(VkDevice device, const VkObjectTableCreateInfoNVX* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkObjectTableNVX* pObjectTable); -VKAPI_ATTR void VKAPI_CALL vkDestroyObjectTableNVX(VkDevice device, VkObjectTableNVX objectTable, - const VkAllocationCallbacks* pAllocator); +#define VK_KHR_buffer_device_address 1 +#define VK_KHR_BUFFER_DEVICE_ADDRESS_SPEC_VERSION 1 +#define VK_KHR_BUFFER_DEVICE_ADDRESS_EXTENSION_NAME "VK_KHR_buffer_device_address" +typedef VkPhysicalDeviceBufferDeviceAddressFeatures VkPhysicalDeviceBufferDeviceAddressFeaturesKHR; -VKAPI_ATTR VkResult VKAPI_CALL vkRegisterObjectsNVX(VkDevice device, VkObjectTableNVX objectTable, uint32_t objectCount, - const VkObjectTableEntryNVX* const* ppObjectTableEntries, - const uint32_t* pObjectIndices); +typedef VkBufferDeviceAddressInfo VkBufferDeviceAddressInfoKHR; -VKAPI_ATTR VkResult VKAPI_CALL vkUnregisterObjectsNVX(VkDevice device, VkObjectTableNVX objectTable, - uint32_t objectCount, - const VkObjectEntryTypeNVX* pObjectEntryTypes, - const uint32_t* pObjectIndices); +typedef VkBufferOpaqueCaptureAddressCreateInfo VkBufferOpaqueCaptureAddressCreateInfoKHR; -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceGeneratedCommandsPropertiesNVX( - VkPhysicalDevice physicalDevice, VkDeviceGeneratedCommandsFeaturesNVX* pFeatures, - VkDeviceGeneratedCommandsLimitsNVX* pLimits); -#endif +typedef VkMemoryOpaqueCaptureAddressAllocateInfo VkMemoryOpaqueCaptureAddressAllocateInfoKHR; -#define VK_NV_clip_space_w_scaling 1 -#define VK_NV_CLIP_SPACE_W_SCALING_SPEC_VERSION 1 -#define VK_NV_CLIP_SPACE_W_SCALING_EXTENSION_NAME "VK_NV_clip_space_w_scaling" +typedef VkDeviceMemoryOpaqueCaptureAddressInfo VkDeviceMemoryOpaqueCaptureAddressInfoKHR; -typedef struct VkViewportWScalingNV { - float xcoeff; - float ycoeff; -} VkViewportWScalingNV; +typedef VkDeviceAddress (VKAPI_PTR *PFN_vkGetBufferDeviceAddressKHR)(VkDevice device, const VkBufferDeviceAddressInfo* pInfo); +typedef uint64_t (VKAPI_PTR *PFN_vkGetBufferOpaqueCaptureAddressKHR)(VkDevice device, const VkBufferDeviceAddressInfo* pInfo); +typedef uint64_t (VKAPI_PTR *PFN_vkGetDeviceMemoryOpaqueCaptureAddressKHR)(VkDevice device, const VkDeviceMemoryOpaqueCaptureAddressInfo* pInfo); -typedef struct VkPipelineViewportWScalingStateCreateInfoNV { - VkStructureType sType; - const void* pNext; - VkBool32 viewportWScalingEnable; - uint32_t viewportCount; - const VkViewportWScalingNV* pViewportWScalings; -} VkPipelineViewportWScalingStateCreateInfoNV; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkDeviceAddress VKAPI_CALL vkGetBufferDeviceAddressKHR( + VkDevice device, + const VkBufferDeviceAddressInfo* pInfo); -typedef void(VKAPI_PTR* PFN_vkCmdSetViewportWScalingNV)(VkCommandBuffer commandBuffer, uint32_t firstViewport, - uint32_t viewportCount, - const VkViewportWScalingNV* pViewportWScalings); +VKAPI_ATTR uint64_t VKAPI_CALL vkGetBufferOpaqueCaptureAddressKHR( + VkDevice device, + const VkBufferDeviceAddressInfo* pInfo); -#ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkCmdSetViewportWScalingNV(VkCommandBuffer commandBuffer, uint32_t firstViewport, - uint32_t viewportCount, - const VkViewportWScalingNV* pViewportWScalings); +VKAPI_ATTR uint64_t VKAPI_CALL vkGetDeviceMemoryOpaqueCaptureAddressKHR( + VkDevice device, + const VkDeviceMemoryOpaqueCaptureAddressInfo* pInfo); #endif -#define VK_EXT_direct_mode_display 1 -#define VK_EXT_DIRECT_MODE_DISPLAY_SPEC_VERSION 1 -#define VK_EXT_DIRECT_MODE_DISPLAY_EXTENSION_NAME "VK_EXT_direct_mode_display" -typedef VkResult(VKAPI_PTR* PFN_vkReleaseDisplayEXT)(VkPhysicalDevice physicalDevice, VkDisplayKHR display); +#define VK_KHR_deferred_host_operations 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDeferredOperationKHR) +#define VK_KHR_DEFERRED_HOST_OPERATIONS_SPEC_VERSION 4 +#define VK_KHR_DEFERRED_HOST_OPERATIONS_EXTENSION_NAME "VK_KHR_deferred_host_operations" +typedef VkResult (VKAPI_PTR *PFN_vkCreateDeferredOperationKHR)(VkDevice device, const VkAllocationCallbacks* pAllocator, VkDeferredOperationKHR* pDeferredOperation); +typedef void (VKAPI_PTR *PFN_vkDestroyDeferredOperationKHR)(VkDevice device, VkDeferredOperationKHR operation, const VkAllocationCallbacks* pAllocator); +typedef uint32_t (VKAPI_PTR *PFN_vkGetDeferredOperationMaxConcurrencyKHR)(VkDevice device, VkDeferredOperationKHR operation); +typedef VkResult (VKAPI_PTR *PFN_vkGetDeferredOperationResultKHR)(VkDevice device, VkDeferredOperationKHR operation); +typedef VkResult (VKAPI_PTR *PFN_vkDeferredOperationJoinKHR)(VkDevice device, VkDeferredOperationKHR operation); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkReleaseDisplayEXT(VkPhysicalDevice physicalDevice, VkDisplayKHR display); +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDeferredOperationKHR( + VkDevice device, + const VkAllocationCallbacks* pAllocator, + VkDeferredOperationKHR* pDeferredOperation); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDeferredOperationKHR( + VkDevice device, + VkDeferredOperationKHR operation, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR uint32_t VKAPI_CALL vkGetDeferredOperationMaxConcurrencyKHR( + VkDevice device, + VkDeferredOperationKHR operation); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDeferredOperationResultKHR( + VkDevice device, + VkDeferredOperationKHR operation); + +VKAPI_ATTR VkResult VKAPI_CALL vkDeferredOperationJoinKHR( + VkDevice device, + VkDeferredOperationKHR operation); #endif -#define VK_EXT_display_surface_counter 1 -#define VK_EXT_DISPLAY_SURFACE_COUNTER_SPEC_VERSION 1 -#define VK_EXT_DISPLAY_SURFACE_COUNTER_EXTENSION_NAME "VK_EXT_display_surface_counter" -#define VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES2_EXT VK_STRUCTURE_TYPE_SURFACE_CAPABILITIES_2_EXT - -typedef enum VkSurfaceCounterFlagBitsEXT { - VK_SURFACE_COUNTER_VBLANK_EXT = 0x00000001, - VK_SURFACE_COUNTER_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF -} VkSurfaceCounterFlagBitsEXT; -typedef VkFlags VkSurfaceCounterFlagsEXT; - -typedef struct VkSurfaceCapabilities2EXT { - VkStructureType sType; - void* pNext; - uint32_t minImageCount; - uint32_t maxImageCount; - VkExtent2D currentExtent; - VkExtent2D minImageExtent; - VkExtent2D maxImageExtent; - uint32_t maxImageArrayLayers; - VkSurfaceTransformFlagsKHR supportedTransforms; - VkSurfaceTransformFlagBitsKHR currentTransform; - VkCompositeAlphaFlagsKHR supportedCompositeAlpha; - VkImageUsageFlags supportedUsageFlags; - VkSurfaceCounterFlagsEXT supportedSurfaceCounters; -} VkSurfaceCapabilities2EXT; -typedef VkResult(VKAPI_PTR* PFN_vkGetPhysicalDeviceSurfaceCapabilities2EXT)( - VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, VkSurfaceCapabilities2EXT* pSurfaceCapabilities); +#define VK_KHR_pipeline_executable_properties 1 +#define VK_KHR_PIPELINE_EXECUTABLE_PROPERTIES_SPEC_VERSION 1 +#define VK_KHR_PIPELINE_EXECUTABLE_PROPERTIES_EXTENSION_NAME "VK_KHR_pipeline_executable_properties" + +typedef enum VkPipelineExecutableStatisticFormatKHR { + VK_PIPELINE_EXECUTABLE_STATISTIC_FORMAT_BOOL32_KHR = 0, + VK_PIPELINE_EXECUTABLE_STATISTIC_FORMAT_INT64_KHR = 1, + VK_PIPELINE_EXECUTABLE_STATISTIC_FORMAT_UINT64_KHR = 2, + VK_PIPELINE_EXECUTABLE_STATISTIC_FORMAT_FLOAT64_KHR = 3, + VK_PIPELINE_EXECUTABLE_STATISTIC_FORMAT_MAX_ENUM_KHR = 0x7FFFFFFF +} VkPipelineExecutableStatisticFormatKHR; +typedef struct VkPhysicalDevicePipelineExecutablePropertiesFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 pipelineExecutableInfo; +} VkPhysicalDevicePipelineExecutablePropertiesFeaturesKHR; + +typedef struct VkPipelineInfoKHR { + VkStructureType sType; + const void* pNext; + VkPipeline pipeline; +} VkPipelineInfoKHR; + +typedef struct VkPipelineExecutablePropertiesKHR { + VkStructureType sType; + void* pNext; + VkShaderStageFlags stages; + char name[VK_MAX_DESCRIPTION_SIZE]; + char description[VK_MAX_DESCRIPTION_SIZE]; + uint32_t subgroupSize; +} VkPipelineExecutablePropertiesKHR; + +typedef struct VkPipelineExecutableInfoKHR { + VkStructureType sType; + const void* pNext; + VkPipeline pipeline; + uint32_t executableIndex; +} VkPipelineExecutableInfoKHR; + +typedef union VkPipelineExecutableStatisticValueKHR { + VkBool32 b32; + int64_t i64; + uint64_t u64; + double f64; +} VkPipelineExecutableStatisticValueKHR; + +typedef struct VkPipelineExecutableStatisticKHR { + VkStructureType sType; + void* pNext; + char name[VK_MAX_DESCRIPTION_SIZE]; + char description[VK_MAX_DESCRIPTION_SIZE]; + VkPipelineExecutableStatisticFormatKHR format; + VkPipelineExecutableStatisticValueKHR value; +} VkPipelineExecutableStatisticKHR; + +typedef struct VkPipelineExecutableInternalRepresentationKHR { + VkStructureType sType; + void* pNext; + char name[VK_MAX_DESCRIPTION_SIZE]; + char description[VK_MAX_DESCRIPTION_SIZE]; + VkBool32 isText; + size_t dataSize; + void* pData; +} VkPipelineExecutableInternalRepresentationKHR; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPipelineExecutablePropertiesKHR)(VkDevice device, const VkPipelineInfoKHR* pPipelineInfo, uint32_t* pExecutableCount, VkPipelineExecutablePropertiesKHR* pProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetPipelineExecutableStatisticsKHR)(VkDevice device, const VkPipelineExecutableInfoKHR* pExecutableInfo, uint32_t* pStatisticCount, VkPipelineExecutableStatisticKHR* pStatistics); +typedef VkResult (VKAPI_PTR *PFN_vkGetPipelineExecutableInternalRepresentationsKHR)(VkDevice device, const VkPipelineExecutableInfoKHR* pExecutableInfo, uint32_t* pInternalRepresentationCount, VkPipelineExecutableInternalRepresentationKHR* pInternalRepresentations); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceCapabilities2EXT( - VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, VkSurfaceCapabilities2EXT* pSurfaceCapabilities); +VKAPI_ATTR VkResult VKAPI_CALL vkGetPipelineExecutablePropertiesKHR( + VkDevice device, + const VkPipelineInfoKHR* pPipelineInfo, + uint32_t* pExecutableCount, + VkPipelineExecutablePropertiesKHR* pProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPipelineExecutableStatisticsKHR( + VkDevice device, + const VkPipelineExecutableInfoKHR* pExecutableInfo, + uint32_t* pStatisticCount, + VkPipelineExecutableStatisticKHR* pStatistics); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPipelineExecutableInternalRepresentationsKHR( + VkDevice device, + const VkPipelineExecutableInfoKHR* pExecutableInfo, + uint32_t* pInternalRepresentationCount, + VkPipelineExecutableInternalRepresentationKHR* pInternalRepresentations); #endif -#define VK_EXT_display_control 1 -#define VK_EXT_DISPLAY_CONTROL_SPEC_VERSION 1 -#define VK_EXT_DISPLAY_CONTROL_EXTENSION_NAME "VK_EXT_display_control" -typedef enum VkDisplayPowerStateEXT { - VK_DISPLAY_POWER_STATE_OFF_EXT = 0, - VK_DISPLAY_POWER_STATE_SUSPEND_EXT = 1, - VK_DISPLAY_POWER_STATE_ON_EXT = 2, - VK_DISPLAY_POWER_STATE_BEGIN_RANGE_EXT = VK_DISPLAY_POWER_STATE_OFF_EXT, - VK_DISPLAY_POWER_STATE_END_RANGE_EXT = VK_DISPLAY_POWER_STATE_ON_EXT, - VK_DISPLAY_POWER_STATE_RANGE_SIZE_EXT = (VK_DISPLAY_POWER_STATE_ON_EXT - VK_DISPLAY_POWER_STATE_OFF_EXT + 1), - VK_DISPLAY_POWER_STATE_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDisplayPowerStateEXT; +#define VK_KHR_shader_integer_dot_product 1 +#define VK_KHR_SHADER_INTEGER_DOT_PRODUCT_SPEC_VERSION 1 +#define VK_KHR_SHADER_INTEGER_DOT_PRODUCT_EXTENSION_NAME "VK_KHR_shader_integer_dot_product" +typedef VkPhysicalDeviceShaderIntegerDotProductFeatures VkPhysicalDeviceShaderIntegerDotProductFeaturesKHR; -typedef enum VkDeviceEventTypeEXT { - VK_DEVICE_EVENT_TYPE_DISPLAY_HOTPLUG_EXT = 0, - VK_DEVICE_EVENT_TYPE_BEGIN_RANGE_EXT = VK_DEVICE_EVENT_TYPE_DISPLAY_HOTPLUG_EXT, - VK_DEVICE_EVENT_TYPE_END_RANGE_EXT = VK_DEVICE_EVENT_TYPE_DISPLAY_HOTPLUG_EXT, - VK_DEVICE_EVENT_TYPE_RANGE_SIZE_EXT = - (VK_DEVICE_EVENT_TYPE_DISPLAY_HOTPLUG_EXT - VK_DEVICE_EVENT_TYPE_DISPLAY_HOTPLUG_EXT + 1), - VK_DEVICE_EVENT_TYPE_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDeviceEventTypeEXT; +typedef VkPhysicalDeviceShaderIntegerDotProductProperties VkPhysicalDeviceShaderIntegerDotProductPropertiesKHR; + + + +#define VK_KHR_pipeline_library 1 +#define VK_KHR_PIPELINE_LIBRARY_SPEC_VERSION 1 +#define VK_KHR_PIPELINE_LIBRARY_EXTENSION_NAME "VK_KHR_pipeline_library" +typedef struct VkPipelineLibraryCreateInfoKHR { + VkStructureType sType; + const void* pNext; + uint32_t libraryCount; + const VkPipeline* pLibraries; +} VkPipelineLibraryCreateInfoKHR; + + + +#define VK_KHR_shader_non_semantic_info 1 +#define VK_KHR_SHADER_NON_SEMANTIC_INFO_SPEC_VERSION 1 +#define VK_KHR_SHADER_NON_SEMANTIC_INFO_EXTENSION_NAME "VK_KHR_shader_non_semantic_info" + + +#define VK_KHR_present_id 1 +#define VK_KHR_PRESENT_ID_SPEC_VERSION 1 +#define VK_KHR_PRESENT_ID_EXTENSION_NAME "VK_KHR_present_id" +typedef struct VkPresentIdKHR { + VkStructureType sType; + const void* pNext; + uint32_t swapchainCount; + const uint64_t* pPresentIds; +} VkPresentIdKHR; + +typedef struct VkPhysicalDevicePresentIdFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 presentId; +} VkPhysicalDevicePresentIdFeaturesKHR; + + + +#define VK_KHR_synchronization2 1 +#define VK_KHR_SYNCHRONIZATION_2_SPEC_VERSION 1 +#define VK_KHR_SYNCHRONIZATION_2_EXTENSION_NAME "VK_KHR_synchronization2" +typedef VkPipelineStageFlags2 VkPipelineStageFlags2KHR; + +typedef VkPipelineStageFlagBits2 VkPipelineStageFlagBits2KHR; + +typedef VkAccessFlags2 VkAccessFlags2KHR; + +typedef VkAccessFlagBits2 VkAccessFlagBits2KHR; + +typedef VkSubmitFlagBits VkSubmitFlagBitsKHR; + +typedef VkSubmitFlags VkSubmitFlagsKHR; + +typedef VkMemoryBarrier2 VkMemoryBarrier2KHR; + +typedef VkBufferMemoryBarrier2 VkBufferMemoryBarrier2KHR; + +typedef VkImageMemoryBarrier2 VkImageMemoryBarrier2KHR; + +typedef VkDependencyInfo VkDependencyInfoKHR; + +typedef VkSubmitInfo2 VkSubmitInfo2KHR; + +typedef VkSemaphoreSubmitInfo VkSemaphoreSubmitInfoKHR; + +typedef VkCommandBufferSubmitInfo VkCommandBufferSubmitInfoKHR; + +typedef VkPhysicalDeviceSynchronization2Features VkPhysicalDeviceSynchronization2FeaturesKHR; + +typedef struct VkQueueFamilyCheckpointProperties2NV { + VkStructureType sType; + void* pNext; + VkPipelineStageFlags2 checkpointExecutionStageMask; +} VkQueueFamilyCheckpointProperties2NV; + +typedef struct VkCheckpointData2NV { + VkStructureType sType; + void* pNext; + VkPipelineStageFlags2 stage; + void* pCheckpointMarker; +} VkCheckpointData2NV; + +typedef void (VKAPI_PTR *PFN_vkCmdSetEvent2KHR)(VkCommandBuffer commandBuffer, VkEvent event, const VkDependencyInfo* pDependencyInfo); +typedef void (VKAPI_PTR *PFN_vkCmdResetEvent2KHR)(VkCommandBuffer commandBuffer, VkEvent event, VkPipelineStageFlags2 stageMask); +typedef void (VKAPI_PTR *PFN_vkCmdWaitEvents2KHR)(VkCommandBuffer commandBuffer, uint32_t eventCount, const VkEvent* pEvents, const VkDependencyInfo* pDependencyInfos); +typedef void (VKAPI_PTR *PFN_vkCmdPipelineBarrier2KHR)(VkCommandBuffer commandBuffer, const VkDependencyInfo* pDependencyInfo); +typedef void (VKAPI_PTR *PFN_vkCmdWriteTimestamp2KHR)(VkCommandBuffer commandBuffer, VkPipelineStageFlags2 stage, VkQueryPool queryPool, uint32_t query); +typedef VkResult (VKAPI_PTR *PFN_vkQueueSubmit2KHR)(VkQueue queue, uint32_t submitCount, const VkSubmitInfo2* pSubmits, VkFence fence); +typedef void (VKAPI_PTR *PFN_vkCmdWriteBufferMarker2AMD)(VkCommandBuffer commandBuffer, VkPipelineStageFlags2 stage, VkBuffer dstBuffer, VkDeviceSize dstOffset, uint32_t marker); +typedef void (VKAPI_PTR *PFN_vkGetQueueCheckpointData2NV)(VkQueue queue, uint32_t* pCheckpointDataCount, VkCheckpointData2NV* pCheckpointData); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetEvent2KHR( + VkCommandBuffer commandBuffer, + VkEvent event, + const VkDependencyInfo* pDependencyInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdResetEvent2KHR( + VkCommandBuffer commandBuffer, + VkEvent event, + VkPipelineStageFlags2 stageMask); + +VKAPI_ATTR void VKAPI_CALL vkCmdWaitEvents2KHR( + VkCommandBuffer commandBuffer, + uint32_t eventCount, + const VkEvent* pEvents, + const VkDependencyInfo* pDependencyInfos); + +VKAPI_ATTR void VKAPI_CALL vkCmdPipelineBarrier2KHR( + VkCommandBuffer commandBuffer, + const VkDependencyInfo* pDependencyInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdWriteTimestamp2KHR( + VkCommandBuffer commandBuffer, + VkPipelineStageFlags2 stage, + VkQueryPool queryPool, + uint32_t query); + +VKAPI_ATTR VkResult VKAPI_CALL vkQueueSubmit2KHR( + VkQueue queue, + uint32_t submitCount, + const VkSubmitInfo2* pSubmits, + VkFence fence); + +VKAPI_ATTR void VKAPI_CALL vkCmdWriteBufferMarker2AMD( + VkCommandBuffer commandBuffer, + VkPipelineStageFlags2 stage, + VkBuffer dstBuffer, + VkDeviceSize dstOffset, + uint32_t marker); + +VKAPI_ATTR void VKAPI_CALL vkGetQueueCheckpointData2NV( + VkQueue queue, + uint32_t* pCheckpointDataCount, + VkCheckpointData2NV* pCheckpointData); +#endif + + +#define VK_KHR_shader_subgroup_uniform_control_flow 1 +#define VK_KHR_SHADER_SUBGROUP_UNIFORM_CONTROL_FLOW_SPEC_VERSION 1 +#define VK_KHR_SHADER_SUBGROUP_UNIFORM_CONTROL_FLOW_EXTENSION_NAME "VK_KHR_shader_subgroup_uniform_control_flow" +typedef struct VkPhysicalDeviceShaderSubgroupUniformControlFlowFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 shaderSubgroupUniformControlFlow; +} VkPhysicalDeviceShaderSubgroupUniformControlFlowFeaturesKHR; + + + +#define VK_KHR_zero_initialize_workgroup_memory 1 +#define VK_KHR_ZERO_INITIALIZE_WORKGROUP_MEMORY_SPEC_VERSION 1 +#define VK_KHR_ZERO_INITIALIZE_WORKGROUP_MEMORY_EXTENSION_NAME "VK_KHR_zero_initialize_workgroup_memory" +typedef VkPhysicalDeviceZeroInitializeWorkgroupMemoryFeatures VkPhysicalDeviceZeroInitializeWorkgroupMemoryFeaturesKHR; + + + +#define VK_KHR_workgroup_memory_explicit_layout 1 +#define VK_KHR_WORKGROUP_MEMORY_EXPLICIT_LAYOUT_SPEC_VERSION 1 +#define VK_KHR_WORKGROUP_MEMORY_EXPLICIT_LAYOUT_EXTENSION_NAME "VK_KHR_workgroup_memory_explicit_layout" +typedef struct VkPhysicalDeviceWorkgroupMemoryExplicitLayoutFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 workgroupMemoryExplicitLayout; + VkBool32 workgroupMemoryExplicitLayoutScalarBlockLayout; + VkBool32 workgroupMemoryExplicitLayout8BitAccess; + VkBool32 workgroupMemoryExplicitLayout16BitAccess; +} VkPhysicalDeviceWorkgroupMemoryExplicitLayoutFeaturesKHR; + + + +#define VK_KHR_copy_commands2 1 +#define VK_KHR_COPY_COMMANDS_2_SPEC_VERSION 1 +#define VK_KHR_COPY_COMMANDS_2_EXTENSION_NAME "VK_KHR_copy_commands2" +typedef VkCopyBufferInfo2 VkCopyBufferInfo2KHR; + +typedef VkCopyImageInfo2 VkCopyImageInfo2KHR; + +typedef VkCopyBufferToImageInfo2 VkCopyBufferToImageInfo2KHR; + +typedef VkCopyImageToBufferInfo2 VkCopyImageToBufferInfo2KHR; + +typedef VkBlitImageInfo2 VkBlitImageInfo2KHR; + +typedef VkResolveImageInfo2 VkResolveImageInfo2KHR; + +typedef VkBufferCopy2 VkBufferCopy2KHR; + +typedef VkImageCopy2 VkImageCopy2KHR; + +typedef VkImageBlit2 VkImageBlit2KHR; + +typedef VkBufferImageCopy2 VkBufferImageCopy2KHR; + +typedef VkImageResolve2 VkImageResolve2KHR; + +typedef void (VKAPI_PTR *PFN_vkCmdCopyBuffer2KHR)(VkCommandBuffer commandBuffer, const VkCopyBufferInfo2* pCopyBufferInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyImage2KHR)(VkCommandBuffer commandBuffer, const VkCopyImageInfo2* pCopyImageInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyBufferToImage2KHR)(VkCommandBuffer commandBuffer, const VkCopyBufferToImageInfo2* pCopyBufferToImageInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyImageToBuffer2KHR)(VkCommandBuffer commandBuffer, const VkCopyImageToBufferInfo2* pCopyImageToBufferInfo); +typedef void (VKAPI_PTR *PFN_vkCmdBlitImage2KHR)(VkCommandBuffer commandBuffer, const VkBlitImageInfo2* pBlitImageInfo); +typedef void (VKAPI_PTR *PFN_vkCmdResolveImage2KHR)(VkCommandBuffer commandBuffer, const VkResolveImageInfo2* pResolveImageInfo); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdCopyBuffer2KHR( + VkCommandBuffer commandBuffer, + const VkCopyBufferInfo2* pCopyBufferInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyImage2KHR( + VkCommandBuffer commandBuffer, + const VkCopyImageInfo2* pCopyImageInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyBufferToImage2KHR( + VkCommandBuffer commandBuffer, + const VkCopyBufferToImageInfo2* pCopyBufferToImageInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyImageToBuffer2KHR( + VkCommandBuffer commandBuffer, + const VkCopyImageToBufferInfo2* pCopyImageToBufferInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdBlitImage2KHR( + VkCommandBuffer commandBuffer, + const VkBlitImageInfo2* pBlitImageInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdResolveImage2KHR( + VkCommandBuffer commandBuffer, + const VkResolveImageInfo2* pResolveImageInfo); +#endif + + +#define VK_KHR_format_feature_flags2 1 +#define VK_KHR_FORMAT_FEATURE_FLAGS_2_SPEC_VERSION 1 +#define VK_KHR_FORMAT_FEATURE_FLAGS_2_EXTENSION_NAME "VK_KHR_format_feature_flags2" +typedef VkFormatFeatureFlags2 VkFormatFeatureFlags2KHR; + +typedef VkFormatFeatureFlagBits2 VkFormatFeatureFlagBits2KHR; + +typedef VkFormatProperties3 VkFormatProperties3KHR; + + + +#define VK_KHR_maintenance4 1 +#define VK_KHR_MAINTENANCE_4_SPEC_VERSION 2 +#define VK_KHR_MAINTENANCE_4_EXTENSION_NAME "VK_KHR_maintenance4" +typedef VkPhysicalDeviceMaintenance4Features VkPhysicalDeviceMaintenance4FeaturesKHR; + +typedef VkPhysicalDeviceMaintenance4Properties VkPhysicalDeviceMaintenance4PropertiesKHR; + +typedef VkDeviceBufferMemoryRequirements VkDeviceBufferMemoryRequirementsKHR; + +typedef VkDeviceImageMemoryRequirements VkDeviceImageMemoryRequirementsKHR; + +typedef void (VKAPI_PTR *PFN_vkGetDeviceBufferMemoryRequirementsKHR)(VkDevice device, const VkDeviceBufferMemoryRequirements* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetDeviceImageMemoryRequirementsKHR)(VkDevice device, const VkDeviceImageMemoryRequirements* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkGetDeviceImageSparseMemoryRequirementsKHR)(VkDevice device, const VkDeviceImageMemoryRequirements* pInfo, uint32_t* pSparseMemoryRequirementCount, VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkGetDeviceBufferMemoryRequirementsKHR( + VkDevice device, + const VkDeviceBufferMemoryRequirements* pInfo, + VkMemoryRequirements2* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceImageMemoryRequirementsKHR( + VkDevice device, + const VkDeviceImageMemoryRequirements* pInfo, + VkMemoryRequirements2* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceImageSparseMemoryRequirementsKHR( + VkDevice device, + const VkDeviceImageMemoryRequirements* pInfo, + uint32_t* pSparseMemoryRequirementCount, + VkSparseImageMemoryRequirements2* pSparseMemoryRequirements); +#endif + + +#define VK_EXT_debug_report 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDebugReportCallbackEXT) +#define VK_EXT_DEBUG_REPORT_SPEC_VERSION 10 +#define VK_EXT_DEBUG_REPORT_EXTENSION_NAME "VK_EXT_debug_report" + +typedef enum VkDebugReportObjectTypeEXT { + VK_DEBUG_REPORT_OBJECT_TYPE_UNKNOWN_EXT = 0, + VK_DEBUG_REPORT_OBJECT_TYPE_INSTANCE_EXT = 1, + VK_DEBUG_REPORT_OBJECT_TYPE_PHYSICAL_DEVICE_EXT = 2, + VK_DEBUG_REPORT_OBJECT_TYPE_DEVICE_EXT = 3, + VK_DEBUG_REPORT_OBJECT_TYPE_QUEUE_EXT = 4, + VK_DEBUG_REPORT_OBJECT_TYPE_SEMAPHORE_EXT = 5, + VK_DEBUG_REPORT_OBJECT_TYPE_COMMAND_BUFFER_EXT = 6, + VK_DEBUG_REPORT_OBJECT_TYPE_FENCE_EXT = 7, + VK_DEBUG_REPORT_OBJECT_TYPE_DEVICE_MEMORY_EXT = 8, + VK_DEBUG_REPORT_OBJECT_TYPE_BUFFER_EXT = 9, + VK_DEBUG_REPORT_OBJECT_TYPE_IMAGE_EXT = 10, + VK_DEBUG_REPORT_OBJECT_TYPE_EVENT_EXT = 11, + VK_DEBUG_REPORT_OBJECT_TYPE_QUERY_POOL_EXT = 12, + VK_DEBUG_REPORT_OBJECT_TYPE_BUFFER_VIEW_EXT = 13, + VK_DEBUG_REPORT_OBJECT_TYPE_IMAGE_VIEW_EXT = 14, + VK_DEBUG_REPORT_OBJECT_TYPE_SHADER_MODULE_EXT = 15, + VK_DEBUG_REPORT_OBJECT_TYPE_PIPELINE_CACHE_EXT = 16, + VK_DEBUG_REPORT_OBJECT_TYPE_PIPELINE_LAYOUT_EXT = 17, + VK_DEBUG_REPORT_OBJECT_TYPE_RENDER_PASS_EXT = 18, + VK_DEBUG_REPORT_OBJECT_TYPE_PIPELINE_EXT = 19, + VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_SET_LAYOUT_EXT = 20, + VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_EXT = 21, + VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_POOL_EXT = 22, + VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_SET_EXT = 23, + VK_DEBUG_REPORT_OBJECT_TYPE_FRAMEBUFFER_EXT = 24, + VK_DEBUG_REPORT_OBJECT_TYPE_COMMAND_POOL_EXT = 25, + VK_DEBUG_REPORT_OBJECT_TYPE_SURFACE_KHR_EXT = 26, + VK_DEBUG_REPORT_OBJECT_TYPE_SWAPCHAIN_KHR_EXT = 27, + VK_DEBUG_REPORT_OBJECT_TYPE_DEBUG_REPORT_CALLBACK_EXT_EXT = 28, + VK_DEBUG_REPORT_OBJECT_TYPE_DISPLAY_KHR_EXT = 29, + VK_DEBUG_REPORT_OBJECT_TYPE_DISPLAY_MODE_KHR_EXT = 30, + VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT_EXT = 33, + VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_EXT = 1000156000, + VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_EXT = 1000085000, + VK_DEBUG_REPORT_OBJECT_TYPE_CU_MODULE_NVX_EXT = 1000029000, + VK_DEBUG_REPORT_OBJECT_TYPE_CU_FUNCTION_NVX_EXT = 1000029001, + VK_DEBUG_REPORT_OBJECT_TYPE_ACCELERATION_STRUCTURE_KHR_EXT = 1000150000, + VK_DEBUG_REPORT_OBJECT_TYPE_ACCELERATION_STRUCTURE_NV_EXT = 1000165000, + VK_DEBUG_REPORT_OBJECT_TYPE_BUFFER_COLLECTION_FUCHSIA_EXT = 1000366000, + VK_DEBUG_REPORT_OBJECT_TYPE_DEBUG_REPORT_EXT = VK_DEBUG_REPORT_OBJECT_TYPE_DEBUG_REPORT_CALLBACK_EXT_EXT, + VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT = VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT_EXT, + VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_KHR_EXT = VK_DEBUG_REPORT_OBJECT_TYPE_DESCRIPTOR_UPDATE_TEMPLATE_EXT, + VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_KHR_EXT = VK_DEBUG_REPORT_OBJECT_TYPE_SAMPLER_YCBCR_CONVERSION_EXT, + VK_DEBUG_REPORT_OBJECT_TYPE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDebugReportObjectTypeEXT; + +typedef enum VkDebugReportFlagBitsEXT { + VK_DEBUG_REPORT_INFORMATION_BIT_EXT = 0x00000001, + VK_DEBUG_REPORT_WARNING_BIT_EXT = 0x00000002, + VK_DEBUG_REPORT_PERFORMANCE_WARNING_BIT_EXT = 0x00000004, + VK_DEBUG_REPORT_ERROR_BIT_EXT = 0x00000008, + VK_DEBUG_REPORT_DEBUG_BIT_EXT = 0x00000010, + VK_DEBUG_REPORT_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDebugReportFlagBitsEXT; +typedef VkFlags VkDebugReportFlagsEXT; +typedef VkBool32 (VKAPI_PTR *PFN_vkDebugReportCallbackEXT)( + VkDebugReportFlagsEXT flags, + VkDebugReportObjectTypeEXT objectType, + uint64_t object, + size_t location, + int32_t messageCode, + const char* pLayerPrefix, + const char* pMessage, + void* pUserData); + +typedef struct VkDebugReportCallbackCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkDebugReportFlagsEXT flags; + PFN_vkDebugReportCallbackEXT pfnCallback; + void* pUserData; +} VkDebugReportCallbackCreateInfoEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkCreateDebugReportCallbackEXT)(VkInstance instance, const VkDebugReportCallbackCreateInfoEXT* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDebugReportCallbackEXT* pCallback); +typedef void (VKAPI_PTR *PFN_vkDestroyDebugReportCallbackEXT)(VkInstance instance, VkDebugReportCallbackEXT callback, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkDebugReportMessageEXT)(VkInstance instance, VkDebugReportFlagsEXT flags, VkDebugReportObjectTypeEXT objectType, uint64_t object, size_t location, int32_t messageCode, const char* pLayerPrefix, const char* pMessage); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDebugReportCallbackEXT( + VkInstance instance, + const VkDebugReportCallbackCreateInfoEXT* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDebugReportCallbackEXT* pCallback); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDebugReportCallbackEXT( + VkInstance instance, + VkDebugReportCallbackEXT callback, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkDebugReportMessageEXT( + VkInstance instance, + VkDebugReportFlagsEXT flags, + VkDebugReportObjectTypeEXT objectType, + uint64_t object, + size_t location, + int32_t messageCode, + const char* pLayerPrefix, + const char* pMessage); +#endif + + +#define VK_NV_glsl_shader 1 +#define VK_NV_GLSL_SHADER_SPEC_VERSION 1 +#define VK_NV_GLSL_SHADER_EXTENSION_NAME "VK_NV_glsl_shader" + + +#define VK_EXT_depth_range_unrestricted 1 +#define VK_EXT_DEPTH_RANGE_UNRESTRICTED_SPEC_VERSION 1 +#define VK_EXT_DEPTH_RANGE_UNRESTRICTED_EXTENSION_NAME "VK_EXT_depth_range_unrestricted" + + +#define VK_IMG_filter_cubic 1 +#define VK_IMG_FILTER_CUBIC_SPEC_VERSION 1 +#define VK_IMG_FILTER_CUBIC_EXTENSION_NAME "VK_IMG_filter_cubic" + + +#define VK_AMD_rasterization_order 1 +#define VK_AMD_RASTERIZATION_ORDER_SPEC_VERSION 1 +#define VK_AMD_RASTERIZATION_ORDER_EXTENSION_NAME "VK_AMD_rasterization_order" + +typedef enum VkRasterizationOrderAMD { + VK_RASTERIZATION_ORDER_STRICT_AMD = 0, + VK_RASTERIZATION_ORDER_RELAXED_AMD = 1, + VK_RASTERIZATION_ORDER_MAX_ENUM_AMD = 0x7FFFFFFF +} VkRasterizationOrderAMD; +typedef struct VkPipelineRasterizationStateRasterizationOrderAMD { + VkStructureType sType; + const void* pNext; + VkRasterizationOrderAMD rasterizationOrder; +} VkPipelineRasterizationStateRasterizationOrderAMD; + + + +#define VK_AMD_shader_trinary_minmax 1 +#define VK_AMD_SHADER_TRINARY_MINMAX_SPEC_VERSION 1 +#define VK_AMD_SHADER_TRINARY_MINMAX_EXTENSION_NAME "VK_AMD_shader_trinary_minmax" + + +#define VK_AMD_shader_explicit_vertex_parameter 1 +#define VK_AMD_SHADER_EXPLICIT_VERTEX_PARAMETER_SPEC_VERSION 1 +#define VK_AMD_SHADER_EXPLICIT_VERTEX_PARAMETER_EXTENSION_NAME "VK_AMD_shader_explicit_vertex_parameter" + + +#define VK_EXT_debug_marker 1 +#define VK_EXT_DEBUG_MARKER_SPEC_VERSION 4 +#define VK_EXT_DEBUG_MARKER_EXTENSION_NAME "VK_EXT_debug_marker" +typedef struct VkDebugMarkerObjectNameInfoEXT { + VkStructureType sType; + const void* pNext; + VkDebugReportObjectTypeEXT objectType; + uint64_t object; + const char* pObjectName; +} VkDebugMarkerObjectNameInfoEXT; + +typedef struct VkDebugMarkerObjectTagInfoEXT { + VkStructureType sType; + const void* pNext; + VkDebugReportObjectTypeEXT objectType; + uint64_t object; + uint64_t tagName; + size_t tagSize; + const void* pTag; +} VkDebugMarkerObjectTagInfoEXT; + +typedef struct VkDebugMarkerMarkerInfoEXT { + VkStructureType sType; + const void* pNext; + const char* pMarkerName; + float color[4]; +} VkDebugMarkerMarkerInfoEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkDebugMarkerSetObjectTagEXT)(VkDevice device, const VkDebugMarkerObjectTagInfoEXT* pTagInfo); +typedef VkResult (VKAPI_PTR *PFN_vkDebugMarkerSetObjectNameEXT)(VkDevice device, const VkDebugMarkerObjectNameInfoEXT* pNameInfo); +typedef void (VKAPI_PTR *PFN_vkCmdDebugMarkerBeginEXT)(VkCommandBuffer commandBuffer, const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); +typedef void (VKAPI_PTR *PFN_vkCmdDebugMarkerEndEXT)(VkCommandBuffer commandBuffer); +typedef void (VKAPI_PTR *PFN_vkCmdDebugMarkerInsertEXT)(VkCommandBuffer commandBuffer, const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkDebugMarkerSetObjectTagEXT( + VkDevice device, + const VkDebugMarkerObjectTagInfoEXT* pTagInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkDebugMarkerSetObjectNameEXT( + VkDevice device, + const VkDebugMarkerObjectNameInfoEXT* pNameInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdDebugMarkerBeginEXT( + VkCommandBuffer commandBuffer, + const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdDebugMarkerEndEXT( + VkCommandBuffer commandBuffer); + +VKAPI_ATTR void VKAPI_CALL vkCmdDebugMarkerInsertEXT( + VkCommandBuffer commandBuffer, + const VkDebugMarkerMarkerInfoEXT* pMarkerInfo); +#endif + + +#define VK_AMD_gcn_shader 1 +#define VK_AMD_GCN_SHADER_SPEC_VERSION 1 +#define VK_AMD_GCN_SHADER_EXTENSION_NAME "VK_AMD_gcn_shader" + + +#define VK_NV_dedicated_allocation 1 +#define VK_NV_DEDICATED_ALLOCATION_SPEC_VERSION 1 +#define VK_NV_DEDICATED_ALLOCATION_EXTENSION_NAME "VK_NV_dedicated_allocation" +typedef struct VkDedicatedAllocationImageCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkBool32 dedicatedAllocation; +} VkDedicatedAllocationImageCreateInfoNV; + +typedef struct VkDedicatedAllocationBufferCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkBool32 dedicatedAllocation; +} VkDedicatedAllocationBufferCreateInfoNV; + +typedef struct VkDedicatedAllocationMemoryAllocateInfoNV { + VkStructureType sType; + const void* pNext; + VkImage image; + VkBuffer buffer; +} VkDedicatedAllocationMemoryAllocateInfoNV; + + + +#define VK_EXT_transform_feedback 1 +#define VK_EXT_TRANSFORM_FEEDBACK_SPEC_VERSION 1 +#define VK_EXT_TRANSFORM_FEEDBACK_EXTENSION_NAME "VK_EXT_transform_feedback" +typedef VkFlags VkPipelineRasterizationStateStreamCreateFlagsEXT; +typedef struct VkPhysicalDeviceTransformFeedbackFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 transformFeedback; + VkBool32 geometryStreams; +} VkPhysicalDeviceTransformFeedbackFeaturesEXT; + +typedef struct VkPhysicalDeviceTransformFeedbackPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t maxTransformFeedbackStreams; + uint32_t maxTransformFeedbackBuffers; + VkDeviceSize maxTransformFeedbackBufferSize; + uint32_t maxTransformFeedbackStreamDataSize; + uint32_t maxTransformFeedbackBufferDataSize; + uint32_t maxTransformFeedbackBufferDataStride; + VkBool32 transformFeedbackQueries; + VkBool32 transformFeedbackStreamsLinesTriangles; + VkBool32 transformFeedbackRasterizationStreamSelect; + VkBool32 transformFeedbackDraw; +} VkPhysicalDeviceTransformFeedbackPropertiesEXT; + +typedef struct VkPipelineRasterizationStateStreamCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkPipelineRasterizationStateStreamCreateFlagsEXT flags; + uint32_t rasterizationStream; +} VkPipelineRasterizationStateStreamCreateInfoEXT; + +typedef void (VKAPI_PTR *PFN_vkCmdBindTransformFeedbackBuffersEXT)(VkCommandBuffer commandBuffer, uint32_t firstBinding, uint32_t bindingCount, const VkBuffer* pBuffers, const VkDeviceSize* pOffsets, const VkDeviceSize* pSizes); +typedef void (VKAPI_PTR *PFN_vkCmdBeginTransformFeedbackEXT)(VkCommandBuffer commandBuffer, uint32_t firstCounterBuffer, uint32_t counterBufferCount, const VkBuffer* pCounterBuffers, const VkDeviceSize* pCounterBufferOffsets); +typedef void (VKAPI_PTR *PFN_vkCmdEndTransformFeedbackEXT)(VkCommandBuffer commandBuffer, uint32_t firstCounterBuffer, uint32_t counterBufferCount, const VkBuffer* pCounterBuffers, const VkDeviceSize* pCounterBufferOffsets); +typedef void (VKAPI_PTR *PFN_vkCmdBeginQueryIndexedEXT)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query, VkQueryControlFlags flags, uint32_t index); +typedef void (VKAPI_PTR *PFN_vkCmdEndQueryIndexedEXT)(VkCommandBuffer commandBuffer, VkQueryPool queryPool, uint32_t query, uint32_t index); +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndirectByteCountEXT)(VkCommandBuffer commandBuffer, uint32_t instanceCount, uint32_t firstInstance, VkBuffer counterBuffer, VkDeviceSize counterBufferOffset, uint32_t counterOffset, uint32_t vertexStride); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdBindTransformFeedbackBuffersEXT( + VkCommandBuffer commandBuffer, + uint32_t firstBinding, + uint32_t bindingCount, + const VkBuffer* pBuffers, + const VkDeviceSize* pOffsets, + const VkDeviceSize* pSizes); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginTransformFeedbackEXT( + VkCommandBuffer commandBuffer, + uint32_t firstCounterBuffer, + uint32_t counterBufferCount, + const VkBuffer* pCounterBuffers, + const VkDeviceSize* pCounterBufferOffsets); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndTransformFeedbackEXT( + VkCommandBuffer commandBuffer, + uint32_t firstCounterBuffer, + uint32_t counterBufferCount, + const VkBuffer* pCounterBuffers, + const VkDeviceSize* pCounterBufferOffsets); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginQueryIndexedEXT( + VkCommandBuffer commandBuffer, + VkQueryPool queryPool, + uint32_t query, + VkQueryControlFlags flags, + uint32_t index); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndQueryIndexedEXT( + VkCommandBuffer commandBuffer, + VkQueryPool queryPool, + uint32_t query, + uint32_t index); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndirectByteCountEXT( + VkCommandBuffer commandBuffer, + uint32_t instanceCount, + uint32_t firstInstance, + VkBuffer counterBuffer, + VkDeviceSize counterBufferOffset, + uint32_t counterOffset, + uint32_t vertexStride); +#endif + + +#define VK_NVX_binary_import 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkCuModuleNVX) +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkCuFunctionNVX) +#define VK_NVX_BINARY_IMPORT_SPEC_VERSION 1 +#define VK_NVX_BINARY_IMPORT_EXTENSION_NAME "VK_NVX_binary_import" +typedef struct VkCuModuleCreateInfoNVX { + VkStructureType sType; + const void* pNext; + size_t dataSize; + const void* pData; +} VkCuModuleCreateInfoNVX; + +typedef struct VkCuFunctionCreateInfoNVX { + VkStructureType sType; + const void* pNext; + VkCuModuleNVX module; + const char* pName; +} VkCuFunctionCreateInfoNVX; + +typedef struct VkCuLaunchInfoNVX { + VkStructureType sType; + const void* pNext; + VkCuFunctionNVX function; + uint32_t gridDimX; + uint32_t gridDimY; + uint32_t gridDimZ; + uint32_t blockDimX; + uint32_t blockDimY; + uint32_t blockDimZ; + uint32_t sharedMemBytes; + size_t paramCount; + const void* const * pParams; + size_t extraCount; + const void* const * pExtras; +} VkCuLaunchInfoNVX; + +typedef VkResult (VKAPI_PTR *PFN_vkCreateCuModuleNVX)(VkDevice device, const VkCuModuleCreateInfoNVX* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkCuModuleNVX* pModule); +typedef VkResult (VKAPI_PTR *PFN_vkCreateCuFunctionNVX)(VkDevice device, const VkCuFunctionCreateInfoNVX* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkCuFunctionNVX* pFunction); +typedef void (VKAPI_PTR *PFN_vkDestroyCuModuleNVX)(VkDevice device, VkCuModuleNVX module, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkDestroyCuFunctionNVX)(VkDevice device, VkCuFunctionNVX function, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkCmdCuLaunchKernelNVX)(VkCommandBuffer commandBuffer, const VkCuLaunchInfoNVX* pLaunchInfo); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkCreateCuModuleNVX( + VkDevice device, + const VkCuModuleCreateInfoNVX* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkCuModuleNVX* pModule); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateCuFunctionNVX( + VkDevice device, + const VkCuFunctionCreateInfoNVX* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkCuFunctionNVX* pFunction); + +VKAPI_ATTR void VKAPI_CALL vkDestroyCuModuleNVX( + VkDevice device, + VkCuModuleNVX module, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkDestroyCuFunctionNVX( + VkDevice device, + VkCuFunctionNVX function, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkCmdCuLaunchKernelNVX( + VkCommandBuffer commandBuffer, + const VkCuLaunchInfoNVX* pLaunchInfo); +#endif + + +#define VK_NVX_image_view_handle 1 +#define VK_NVX_IMAGE_VIEW_HANDLE_SPEC_VERSION 2 +#define VK_NVX_IMAGE_VIEW_HANDLE_EXTENSION_NAME "VK_NVX_image_view_handle" +typedef struct VkImageViewHandleInfoNVX { + VkStructureType sType; + const void* pNext; + VkImageView imageView; + VkDescriptorType descriptorType; + VkSampler sampler; +} VkImageViewHandleInfoNVX; + +typedef struct VkImageViewAddressPropertiesNVX { + VkStructureType sType; + void* pNext; + VkDeviceAddress deviceAddress; + VkDeviceSize size; +} VkImageViewAddressPropertiesNVX; + +typedef uint32_t (VKAPI_PTR *PFN_vkGetImageViewHandleNVX)(VkDevice device, const VkImageViewHandleInfoNVX* pInfo); +typedef VkResult (VKAPI_PTR *PFN_vkGetImageViewAddressNVX)(VkDevice device, VkImageView imageView, VkImageViewAddressPropertiesNVX* pProperties); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR uint32_t VKAPI_CALL vkGetImageViewHandleNVX( + VkDevice device, + const VkImageViewHandleInfoNVX* pInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetImageViewAddressNVX( + VkDevice device, + VkImageView imageView, + VkImageViewAddressPropertiesNVX* pProperties); +#endif + + +#define VK_AMD_draw_indirect_count 1 +#define VK_AMD_DRAW_INDIRECT_COUNT_SPEC_VERSION 2 +#define VK_AMD_DRAW_INDIRECT_COUNT_EXTENSION_NAME "VK_AMD_draw_indirect_count" +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndirectCountAMD)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkBuffer countBuffer, VkDeviceSize countBufferOffset, uint32_t maxDrawCount, uint32_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdDrawIndexedIndirectCountAMD)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkBuffer countBuffer, VkDeviceSize countBufferOffset, uint32_t maxDrawCount, uint32_t stride); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndirectCountAMD( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkBuffer countBuffer, + VkDeviceSize countBufferOffset, + uint32_t maxDrawCount, + uint32_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawIndexedIndirectCountAMD( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkBuffer countBuffer, + VkDeviceSize countBufferOffset, + uint32_t maxDrawCount, + uint32_t stride); +#endif + + +#define VK_AMD_negative_viewport_height 1 +#define VK_AMD_NEGATIVE_VIEWPORT_HEIGHT_SPEC_VERSION 1 +#define VK_AMD_NEGATIVE_VIEWPORT_HEIGHT_EXTENSION_NAME "VK_AMD_negative_viewport_height" + + +#define VK_AMD_gpu_shader_half_float 1 +#define VK_AMD_GPU_SHADER_HALF_FLOAT_SPEC_VERSION 2 +#define VK_AMD_GPU_SHADER_HALF_FLOAT_EXTENSION_NAME "VK_AMD_gpu_shader_half_float" + + +#define VK_AMD_shader_ballot 1 +#define VK_AMD_SHADER_BALLOT_SPEC_VERSION 1 +#define VK_AMD_SHADER_BALLOT_EXTENSION_NAME "VK_AMD_shader_ballot" + + +#define VK_AMD_texture_gather_bias_lod 1 +#define VK_AMD_TEXTURE_GATHER_BIAS_LOD_SPEC_VERSION 1 +#define VK_AMD_TEXTURE_GATHER_BIAS_LOD_EXTENSION_NAME "VK_AMD_texture_gather_bias_lod" +typedef struct VkTextureLODGatherFormatPropertiesAMD { + VkStructureType sType; + void* pNext; + VkBool32 supportsTextureGatherLODBiasAMD; +} VkTextureLODGatherFormatPropertiesAMD; + + + +#define VK_AMD_shader_info 1 +#define VK_AMD_SHADER_INFO_SPEC_VERSION 1 +#define VK_AMD_SHADER_INFO_EXTENSION_NAME "VK_AMD_shader_info" + +typedef enum VkShaderInfoTypeAMD { + VK_SHADER_INFO_TYPE_STATISTICS_AMD = 0, + VK_SHADER_INFO_TYPE_BINARY_AMD = 1, + VK_SHADER_INFO_TYPE_DISASSEMBLY_AMD = 2, + VK_SHADER_INFO_TYPE_MAX_ENUM_AMD = 0x7FFFFFFF +} VkShaderInfoTypeAMD; +typedef struct VkShaderResourceUsageAMD { + uint32_t numUsedVgprs; + uint32_t numUsedSgprs; + uint32_t ldsSizePerLocalWorkGroup; + size_t ldsUsageSizeInBytes; + size_t scratchMemUsageInBytes; +} VkShaderResourceUsageAMD; + +typedef struct VkShaderStatisticsInfoAMD { + VkShaderStageFlags shaderStageMask; + VkShaderResourceUsageAMD resourceUsage; + uint32_t numPhysicalVgprs; + uint32_t numPhysicalSgprs; + uint32_t numAvailableVgprs; + uint32_t numAvailableSgprs; + uint32_t computeWorkGroupSize[3]; +} VkShaderStatisticsInfoAMD; + +typedef VkResult (VKAPI_PTR *PFN_vkGetShaderInfoAMD)(VkDevice device, VkPipeline pipeline, VkShaderStageFlagBits shaderStage, VkShaderInfoTypeAMD infoType, size_t* pInfoSize, void* pInfo); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetShaderInfoAMD( + VkDevice device, + VkPipeline pipeline, + VkShaderStageFlagBits shaderStage, + VkShaderInfoTypeAMD infoType, + size_t* pInfoSize, + void* pInfo); +#endif + + +#define VK_AMD_shader_image_load_store_lod 1 +#define VK_AMD_SHADER_IMAGE_LOAD_STORE_LOD_SPEC_VERSION 1 +#define VK_AMD_SHADER_IMAGE_LOAD_STORE_LOD_EXTENSION_NAME "VK_AMD_shader_image_load_store_lod" + + +#define VK_NV_corner_sampled_image 1 +#define VK_NV_CORNER_SAMPLED_IMAGE_SPEC_VERSION 2 +#define VK_NV_CORNER_SAMPLED_IMAGE_EXTENSION_NAME "VK_NV_corner_sampled_image" +typedef struct VkPhysicalDeviceCornerSampledImageFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 cornerSampledImage; +} VkPhysicalDeviceCornerSampledImageFeaturesNV; + + + +#define VK_IMG_format_pvrtc 1 +#define VK_IMG_FORMAT_PVRTC_SPEC_VERSION 1 +#define VK_IMG_FORMAT_PVRTC_EXTENSION_NAME "VK_IMG_format_pvrtc" + + +#define VK_NV_external_memory_capabilities 1 +#define VK_NV_EXTERNAL_MEMORY_CAPABILITIES_SPEC_VERSION 1 +#define VK_NV_EXTERNAL_MEMORY_CAPABILITIES_EXTENSION_NAME "VK_NV_external_memory_capabilities" + +typedef enum VkExternalMemoryHandleTypeFlagBitsNV { + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_BIT_NV = 0x00000001, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_OPAQUE_WIN32_KMT_BIT_NV = 0x00000002, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_IMAGE_BIT_NV = 0x00000004, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_D3D11_IMAGE_KMT_BIT_NV = 0x00000008, + VK_EXTERNAL_MEMORY_HANDLE_TYPE_FLAG_BITS_MAX_ENUM_NV = 0x7FFFFFFF +} VkExternalMemoryHandleTypeFlagBitsNV; +typedef VkFlags VkExternalMemoryHandleTypeFlagsNV; + +typedef enum VkExternalMemoryFeatureFlagBitsNV { + VK_EXTERNAL_MEMORY_FEATURE_DEDICATED_ONLY_BIT_NV = 0x00000001, + VK_EXTERNAL_MEMORY_FEATURE_EXPORTABLE_BIT_NV = 0x00000002, + VK_EXTERNAL_MEMORY_FEATURE_IMPORTABLE_BIT_NV = 0x00000004, + VK_EXTERNAL_MEMORY_FEATURE_FLAG_BITS_MAX_ENUM_NV = 0x7FFFFFFF +} VkExternalMemoryFeatureFlagBitsNV; +typedef VkFlags VkExternalMemoryFeatureFlagsNV; +typedef struct VkExternalImageFormatPropertiesNV { + VkImageFormatProperties imageFormatProperties; + VkExternalMemoryFeatureFlagsNV externalMemoryFeatures; + VkExternalMemoryHandleTypeFlagsNV exportFromImportedHandleTypes; + VkExternalMemoryHandleTypeFlagsNV compatibleHandleTypes; +} VkExternalImageFormatPropertiesNV; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceExternalImageFormatPropertiesNV)(VkPhysicalDevice physicalDevice, VkFormat format, VkImageType type, VkImageTiling tiling, VkImageUsageFlags usage, VkImageCreateFlags flags, VkExternalMemoryHandleTypeFlagsNV externalHandleType, VkExternalImageFormatPropertiesNV* pExternalImageFormatProperties); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceExternalImageFormatPropertiesNV( + VkPhysicalDevice physicalDevice, + VkFormat format, + VkImageType type, + VkImageTiling tiling, + VkImageUsageFlags usage, + VkImageCreateFlags flags, + VkExternalMemoryHandleTypeFlagsNV externalHandleType, + VkExternalImageFormatPropertiesNV* pExternalImageFormatProperties); +#endif + + +#define VK_NV_external_memory 1 +#define VK_NV_EXTERNAL_MEMORY_SPEC_VERSION 1 +#define VK_NV_EXTERNAL_MEMORY_EXTENSION_NAME "VK_NV_external_memory" +typedef struct VkExternalMemoryImageCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlagsNV handleTypes; +} VkExternalMemoryImageCreateInfoNV; + +typedef struct VkExportMemoryAllocateInfoNV { + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlagsNV handleTypes; +} VkExportMemoryAllocateInfoNV; + + + +#define VK_EXT_validation_flags 1 +#define VK_EXT_VALIDATION_FLAGS_SPEC_VERSION 2 +#define VK_EXT_VALIDATION_FLAGS_EXTENSION_NAME "VK_EXT_validation_flags" + +typedef enum VkValidationCheckEXT { + VK_VALIDATION_CHECK_ALL_EXT = 0, + VK_VALIDATION_CHECK_SHADERS_EXT = 1, + VK_VALIDATION_CHECK_MAX_ENUM_EXT = 0x7FFFFFFF +} VkValidationCheckEXT; +typedef struct VkValidationFlagsEXT { + VkStructureType sType; + const void* pNext; + uint32_t disabledValidationCheckCount; + const VkValidationCheckEXT* pDisabledValidationChecks; +} VkValidationFlagsEXT; + + + +#define VK_EXT_shader_subgroup_ballot 1 +#define VK_EXT_SHADER_SUBGROUP_BALLOT_SPEC_VERSION 1 +#define VK_EXT_SHADER_SUBGROUP_BALLOT_EXTENSION_NAME "VK_EXT_shader_subgroup_ballot" + + +#define VK_EXT_shader_subgroup_vote 1 +#define VK_EXT_SHADER_SUBGROUP_VOTE_SPEC_VERSION 1 +#define VK_EXT_SHADER_SUBGROUP_VOTE_EXTENSION_NAME "VK_EXT_shader_subgroup_vote" + + +#define VK_EXT_texture_compression_astc_hdr 1 +#define VK_EXT_TEXTURE_COMPRESSION_ASTC_HDR_SPEC_VERSION 1 +#define VK_EXT_TEXTURE_COMPRESSION_ASTC_HDR_EXTENSION_NAME "VK_EXT_texture_compression_astc_hdr" +typedef VkPhysicalDeviceTextureCompressionASTCHDRFeatures VkPhysicalDeviceTextureCompressionASTCHDRFeaturesEXT; + + + +#define VK_EXT_astc_decode_mode 1 +#define VK_EXT_ASTC_DECODE_MODE_SPEC_VERSION 1 +#define VK_EXT_ASTC_DECODE_MODE_EXTENSION_NAME "VK_EXT_astc_decode_mode" +typedef struct VkImageViewASTCDecodeModeEXT { + VkStructureType sType; + const void* pNext; + VkFormat decodeMode; +} VkImageViewASTCDecodeModeEXT; + +typedef struct VkPhysicalDeviceASTCDecodeFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 decodeModeSharedExponent; +} VkPhysicalDeviceASTCDecodeFeaturesEXT; + + + +#define VK_EXT_conditional_rendering 1 +#define VK_EXT_CONDITIONAL_RENDERING_SPEC_VERSION 2 +#define VK_EXT_CONDITIONAL_RENDERING_EXTENSION_NAME "VK_EXT_conditional_rendering" + +typedef enum VkConditionalRenderingFlagBitsEXT { + VK_CONDITIONAL_RENDERING_INVERTED_BIT_EXT = 0x00000001, + VK_CONDITIONAL_RENDERING_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF +} VkConditionalRenderingFlagBitsEXT; +typedef VkFlags VkConditionalRenderingFlagsEXT; +typedef struct VkConditionalRenderingBeginInfoEXT { + VkStructureType sType; + const void* pNext; + VkBuffer buffer; + VkDeviceSize offset; + VkConditionalRenderingFlagsEXT flags; +} VkConditionalRenderingBeginInfoEXT; + +typedef struct VkPhysicalDeviceConditionalRenderingFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 conditionalRendering; + VkBool32 inheritedConditionalRendering; +} VkPhysicalDeviceConditionalRenderingFeaturesEXT; + +typedef struct VkCommandBufferInheritanceConditionalRenderingInfoEXT { + VkStructureType sType; + const void* pNext; + VkBool32 conditionalRenderingEnable; +} VkCommandBufferInheritanceConditionalRenderingInfoEXT; + +typedef void (VKAPI_PTR *PFN_vkCmdBeginConditionalRenderingEXT)(VkCommandBuffer commandBuffer, const VkConditionalRenderingBeginInfoEXT* pConditionalRenderingBegin); +typedef void (VKAPI_PTR *PFN_vkCmdEndConditionalRenderingEXT)(VkCommandBuffer commandBuffer); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdBeginConditionalRenderingEXT( + VkCommandBuffer commandBuffer, + const VkConditionalRenderingBeginInfoEXT* pConditionalRenderingBegin); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndConditionalRenderingEXT( + VkCommandBuffer commandBuffer); +#endif + + +#define VK_NV_clip_space_w_scaling 1 +#define VK_NV_CLIP_SPACE_W_SCALING_SPEC_VERSION 1 +#define VK_NV_CLIP_SPACE_W_SCALING_EXTENSION_NAME "VK_NV_clip_space_w_scaling" +typedef struct VkViewportWScalingNV { + float xcoeff; + float ycoeff; +} VkViewportWScalingNV; + +typedef struct VkPipelineViewportWScalingStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkBool32 viewportWScalingEnable; + uint32_t viewportCount; + const VkViewportWScalingNV* pViewportWScalings; +} VkPipelineViewportWScalingStateCreateInfoNV; + +typedef void (VKAPI_PTR *PFN_vkCmdSetViewportWScalingNV)(VkCommandBuffer commandBuffer, uint32_t firstViewport, uint32_t viewportCount, const VkViewportWScalingNV* pViewportWScalings); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetViewportWScalingNV( + VkCommandBuffer commandBuffer, + uint32_t firstViewport, + uint32_t viewportCount, + const VkViewportWScalingNV* pViewportWScalings); +#endif + + +#define VK_EXT_direct_mode_display 1 +#define VK_EXT_DIRECT_MODE_DISPLAY_SPEC_VERSION 1 +#define VK_EXT_DIRECT_MODE_DISPLAY_EXTENSION_NAME "VK_EXT_direct_mode_display" +typedef VkResult (VKAPI_PTR *PFN_vkReleaseDisplayEXT)(VkPhysicalDevice physicalDevice, VkDisplayKHR display); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkReleaseDisplayEXT( + VkPhysicalDevice physicalDevice, + VkDisplayKHR display); +#endif + + +#define VK_EXT_display_surface_counter 1 +#define VK_EXT_DISPLAY_SURFACE_COUNTER_SPEC_VERSION 1 +#define VK_EXT_DISPLAY_SURFACE_COUNTER_EXTENSION_NAME "VK_EXT_display_surface_counter" + +typedef enum VkSurfaceCounterFlagBitsEXT { + VK_SURFACE_COUNTER_VBLANK_BIT_EXT = 0x00000001, + VK_SURFACE_COUNTER_VBLANK_EXT = VK_SURFACE_COUNTER_VBLANK_BIT_EXT, + VK_SURFACE_COUNTER_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF +} VkSurfaceCounterFlagBitsEXT; +typedef VkFlags VkSurfaceCounterFlagsEXT; +typedef struct VkSurfaceCapabilities2EXT { + VkStructureType sType; + void* pNext; + uint32_t minImageCount; + uint32_t maxImageCount; + VkExtent2D currentExtent; + VkExtent2D minImageExtent; + VkExtent2D maxImageExtent; + uint32_t maxImageArrayLayers; + VkSurfaceTransformFlagsKHR supportedTransforms; + VkSurfaceTransformFlagBitsKHR currentTransform; + VkCompositeAlphaFlagsKHR supportedCompositeAlpha; + VkImageUsageFlags supportedUsageFlags; + VkSurfaceCounterFlagsEXT supportedSurfaceCounters; +} VkSurfaceCapabilities2EXT; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSurfaceCapabilities2EXT)(VkPhysicalDevice physicalDevice, VkSurfaceKHR surface, VkSurfaceCapabilities2EXT* pSurfaceCapabilities); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSurfaceCapabilities2EXT( + VkPhysicalDevice physicalDevice, + VkSurfaceKHR surface, + VkSurfaceCapabilities2EXT* pSurfaceCapabilities); +#endif + + +#define VK_EXT_display_control 1 +#define VK_EXT_DISPLAY_CONTROL_SPEC_VERSION 1 +#define VK_EXT_DISPLAY_CONTROL_EXTENSION_NAME "VK_EXT_display_control" + +typedef enum VkDisplayPowerStateEXT { + VK_DISPLAY_POWER_STATE_OFF_EXT = 0, + VK_DISPLAY_POWER_STATE_SUSPEND_EXT = 1, + VK_DISPLAY_POWER_STATE_ON_EXT = 2, + VK_DISPLAY_POWER_STATE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDisplayPowerStateEXT; + +typedef enum VkDeviceEventTypeEXT { + VK_DEVICE_EVENT_TYPE_DISPLAY_HOTPLUG_EXT = 0, + VK_DEVICE_EVENT_TYPE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDeviceEventTypeEXT; typedef enum VkDisplayEventTypeEXT { VK_DISPLAY_EVENT_TYPE_FIRST_PIXEL_OUT_EXT = 0, - VK_DISPLAY_EVENT_TYPE_BEGIN_RANGE_EXT = VK_DISPLAY_EVENT_TYPE_FIRST_PIXEL_OUT_EXT, - VK_DISPLAY_EVENT_TYPE_END_RANGE_EXT = VK_DISPLAY_EVENT_TYPE_FIRST_PIXEL_OUT_EXT, - VK_DISPLAY_EVENT_TYPE_RANGE_SIZE_EXT = - (VK_DISPLAY_EVENT_TYPE_FIRST_PIXEL_OUT_EXT - VK_DISPLAY_EVENT_TYPE_FIRST_PIXEL_OUT_EXT + 1), VK_DISPLAY_EVENT_TYPE_MAX_ENUM_EXT = 0x7FFFFFFF } VkDisplayEventTypeEXT; +typedef struct VkDisplayPowerInfoEXT { + VkStructureType sType; + const void* pNext; + VkDisplayPowerStateEXT powerState; +} VkDisplayPowerInfoEXT; + +typedef struct VkDeviceEventInfoEXT { + VkStructureType sType; + const void* pNext; + VkDeviceEventTypeEXT deviceEvent; +} VkDeviceEventInfoEXT; + +typedef struct VkDisplayEventInfoEXT { + VkStructureType sType; + const void* pNext; + VkDisplayEventTypeEXT displayEvent; +} VkDisplayEventInfoEXT; + +typedef struct VkSwapchainCounterCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkSurfaceCounterFlagsEXT surfaceCounters; +} VkSwapchainCounterCreateInfoEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkDisplayPowerControlEXT)(VkDevice device, VkDisplayKHR display, const VkDisplayPowerInfoEXT* pDisplayPowerInfo); +typedef VkResult (VKAPI_PTR *PFN_vkRegisterDeviceEventEXT)(VkDevice device, const VkDeviceEventInfoEXT* pDeviceEventInfo, const VkAllocationCallbacks* pAllocator, VkFence* pFence); +typedef VkResult (VKAPI_PTR *PFN_vkRegisterDisplayEventEXT)(VkDevice device, VkDisplayKHR display, const VkDisplayEventInfoEXT* pDisplayEventInfo, const VkAllocationCallbacks* pAllocator, VkFence* pFence); +typedef VkResult (VKAPI_PTR *PFN_vkGetSwapchainCounterEXT)(VkDevice device, VkSwapchainKHR swapchain, VkSurfaceCounterFlagBitsEXT counter, uint64_t* pCounterValue); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkDisplayPowerControlEXT( + VkDevice device, + VkDisplayKHR display, + const VkDisplayPowerInfoEXT* pDisplayPowerInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkRegisterDeviceEventEXT( + VkDevice device, + const VkDeviceEventInfoEXT* pDeviceEventInfo, + const VkAllocationCallbacks* pAllocator, + VkFence* pFence); + +VKAPI_ATTR VkResult VKAPI_CALL vkRegisterDisplayEventEXT( + VkDevice device, + VkDisplayKHR display, + const VkDisplayEventInfoEXT* pDisplayEventInfo, + const VkAllocationCallbacks* pAllocator, + VkFence* pFence); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetSwapchainCounterEXT( + VkDevice device, + VkSwapchainKHR swapchain, + VkSurfaceCounterFlagBitsEXT counter, + uint64_t* pCounterValue); +#endif + + +#define VK_GOOGLE_display_timing 1 +#define VK_GOOGLE_DISPLAY_TIMING_SPEC_VERSION 1 +#define VK_GOOGLE_DISPLAY_TIMING_EXTENSION_NAME "VK_GOOGLE_display_timing" +typedef struct VkRefreshCycleDurationGOOGLE { + uint64_t refreshDuration; +} VkRefreshCycleDurationGOOGLE; + +typedef struct VkPastPresentationTimingGOOGLE { + uint32_t presentID; + uint64_t desiredPresentTime; + uint64_t actualPresentTime; + uint64_t earliestPresentTime; + uint64_t presentMargin; +} VkPastPresentationTimingGOOGLE; + +typedef struct VkPresentTimeGOOGLE { + uint32_t presentID; + uint64_t desiredPresentTime; +} VkPresentTimeGOOGLE; + +typedef struct VkPresentTimesInfoGOOGLE { + VkStructureType sType; + const void* pNext; + uint32_t swapchainCount; + const VkPresentTimeGOOGLE* pTimes; +} VkPresentTimesInfoGOOGLE; + +typedef VkResult (VKAPI_PTR *PFN_vkGetRefreshCycleDurationGOOGLE)(VkDevice device, VkSwapchainKHR swapchain, VkRefreshCycleDurationGOOGLE* pDisplayTimingProperties); +typedef VkResult (VKAPI_PTR *PFN_vkGetPastPresentationTimingGOOGLE)(VkDevice device, VkSwapchainKHR swapchain, uint32_t* pPresentationTimingCount, VkPastPresentationTimingGOOGLE* pPresentationTimings); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetRefreshCycleDurationGOOGLE( + VkDevice device, + VkSwapchainKHR swapchain, + VkRefreshCycleDurationGOOGLE* pDisplayTimingProperties); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPastPresentationTimingGOOGLE( + VkDevice device, + VkSwapchainKHR swapchain, + uint32_t* pPresentationTimingCount, + VkPastPresentationTimingGOOGLE* pPresentationTimings); +#endif + + +#define VK_NV_sample_mask_override_coverage 1 +#define VK_NV_SAMPLE_MASK_OVERRIDE_COVERAGE_SPEC_VERSION 1 +#define VK_NV_SAMPLE_MASK_OVERRIDE_COVERAGE_EXTENSION_NAME "VK_NV_sample_mask_override_coverage" + + +#define VK_NV_geometry_shader_passthrough 1 +#define VK_NV_GEOMETRY_SHADER_PASSTHROUGH_SPEC_VERSION 1 +#define VK_NV_GEOMETRY_SHADER_PASSTHROUGH_EXTENSION_NAME "VK_NV_geometry_shader_passthrough" + + +#define VK_NV_viewport_array2 1 +#define VK_NV_VIEWPORT_ARRAY_2_SPEC_VERSION 1 +#define VK_NV_VIEWPORT_ARRAY_2_EXTENSION_NAME "VK_NV_viewport_array2" +#define VK_NV_VIEWPORT_ARRAY2_SPEC_VERSION VK_NV_VIEWPORT_ARRAY_2_SPEC_VERSION +#define VK_NV_VIEWPORT_ARRAY2_EXTENSION_NAME VK_NV_VIEWPORT_ARRAY_2_EXTENSION_NAME + + +#define VK_NVX_multiview_per_view_attributes 1 +#define VK_NVX_MULTIVIEW_PER_VIEW_ATTRIBUTES_SPEC_VERSION 1 +#define VK_NVX_MULTIVIEW_PER_VIEW_ATTRIBUTES_EXTENSION_NAME "VK_NVX_multiview_per_view_attributes" +typedef struct VkPhysicalDeviceMultiviewPerViewAttributesPropertiesNVX { + VkStructureType sType; + void* pNext; + VkBool32 perViewPositionAllComponents; +} VkPhysicalDeviceMultiviewPerViewAttributesPropertiesNVX; + + + +#define VK_NV_viewport_swizzle 1 +#define VK_NV_VIEWPORT_SWIZZLE_SPEC_VERSION 1 +#define VK_NV_VIEWPORT_SWIZZLE_EXTENSION_NAME "VK_NV_viewport_swizzle" + +typedef enum VkViewportCoordinateSwizzleNV { + VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_X_NV = 0, + VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_X_NV = 1, + VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_Y_NV = 2, + VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_Y_NV = 3, + VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_Z_NV = 4, + VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_Z_NV = 5, + VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_W_NV = 6, + VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_W_NV = 7, + VK_VIEWPORT_COORDINATE_SWIZZLE_MAX_ENUM_NV = 0x7FFFFFFF +} VkViewportCoordinateSwizzleNV; +typedef VkFlags VkPipelineViewportSwizzleStateCreateFlagsNV; +typedef struct VkViewportSwizzleNV { + VkViewportCoordinateSwizzleNV x; + VkViewportCoordinateSwizzleNV y; + VkViewportCoordinateSwizzleNV z; + VkViewportCoordinateSwizzleNV w; +} VkViewportSwizzleNV; + +typedef struct VkPipelineViewportSwizzleStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkPipelineViewportSwizzleStateCreateFlagsNV flags; + uint32_t viewportCount; + const VkViewportSwizzleNV* pViewportSwizzles; +} VkPipelineViewportSwizzleStateCreateInfoNV; + + + +#define VK_EXT_discard_rectangles 1 +#define VK_EXT_DISCARD_RECTANGLES_SPEC_VERSION 1 +#define VK_EXT_DISCARD_RECTANGLES_EXTENSION_NAME "VK_EXT_discard_rectangles" + +typedef enum VkDiscardRectangleModeEXT { + VK_DISCARD_RECTANGLE_MODE_INCLUSIVE_EXT = 0, + VK_DISCARD_RECTANGLE_MODE_EXCLUSIVE_EXT = 1, + VK_DISCARD_RECTANGLE_MODE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDiscardRectangleModeEXT; +typedef VkFlags VkPipelineDiscardRectangleStateCreateFlagsEXT; +typedef struct VkPhysicalDeviceDiscardRectanglePropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t maxDiscardRectangles; +} VkPhysicalDeviceDiscardRectanglePropertiesEXT; + +typedef struct VkPipelineDiscardRectangleStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkPipelineDiscardRectangleStateCreateFlagsEXT flags; + VkDiscardRectangleModeEXT discardRectangleMode; + uint32_t discardRectangleCount; + const VkRect2D* pDiscardRectangles; +} VkPipelineDiscardRectangleStateCreateInfoEXT; + +typedef void (VKAPI_PTR *PFN_vkCmdSetDiscardRectangleEXT)(VkCommandBuffer commandBuffer, uint32_t firstDiscardRectangle, uint32_t discardRectangleCount, const VkRect2D* pDiscardRectangles); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetDiscardRectangleEXT( + VkCommandBuffer commandBuffer, + uint32_t firstDiscardRectangle, + uint32_t discardRectangleCount, + const VkRect2D* pDiscardRectangles); +#endif + + +#define VK_EXT_conservative_rasterization 1 +#define VK_EXT_CONSERVATIVE_RASTERIZATION_SPEC_VERSION 1 +#define VK_EXT_CONSERVATIVE_RASTERIZATION_EXTENSION_NAME "VK_EXT_conservative_rasterization" + +typedef enum VkConservativeRasterizationModeEXT { + VK_CONSERVATIVE_RASTERIZATION_MODE_DISABLED_EXT = 0, + VK_CONSERVATIVE_RASTERIZATION_MODE_OVERESTIMATE_EXT = 1, + VK_CONSERVATIVE_RASTERIZATION_MODE_UNDERESTIMATE_EXT = 2, + VK_CONSERVATIVE_RASTERIZATION_MODE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkConservativeRasterizationModeEXT; +typedef VkFlags VkPipelineRasterizationConservativeStateCreateFlagsEXT; +typedef struct VkPhysicalDeviceConservativeRasterizationPropertiesEXT { + VkStructureType sType; + void* pNext; + float primitiveOverestimationSize; + float maxExtraPrimitiveOverestimationSize; + float extraPrimitiveOverestimationSizeGranularity; + VkBool32 primitiveUnderestimation; + VkBool32 conservativePointAndLineRasterization; + VkBool32 degenerateTrianglesRasterized; + VkBool32 degenerateLinesRasterized; + VkBool32 fullyCoveredFragmentShaderInputVariable; + VkBool32 conservativeRasterizationPostDepthCoverage; +} VkPhysicalDeviceConservativeRasterizationPropertiesEXT; + +typedef struct VkPipelineRasterizationConservativeStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkPipelineRasterizationConservativeStateCreateFlagsEXT flags; + VkConservativeRasterizationModeEXT conservativeRasterizationMode; + float extraPrimitiveOverestimationSize; +} VkPipelineRasterizationConservativeStateCreateInfoEXT; + + + +#define VK_EXT_depth_clip_enable 1 +#define VK_EXT_DEPTH_CLIP_ENABLE_SPEC_VERSION 1 +#define VK_EXT_DEPTH_CLIP_ENABLE_EXTENSION_NAME "VK_EXT_depth_clip_enable" +typedef VkFlags VkPipelineRasterizationDepthClipStateCreateFlagsEXT; +typedef struct VkPhysicalDeviceDepthClipEnableFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 depthClipEnable; +} VkPhysicalDeviceDepthClipEnableFeaturesEXT; + +typedef struct VkPipelineRasterizationDepthClipStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkPipelineRasterizationDepthClipStateCreateFlagsEXT flags; + VkBool32 depthClipEnable; +} VkPipelineRasterizationDepthClipStateCreateInfoEXT; + + + +#define VK_EXT_swapchain_colorspace 1 +#define VK_EXT_SWAPCHAIN_COLOR_SPACE_SPEC_VERSION 4 +#define VK_EXT_SWAPCHAIN_COLOR_SPACE_EXTENSION_NAME "VK_EXT_swapchain_colorspace" + + +#define VK_EXT_hdr_metadata 1 +#define VK_EXT_HDR_METADATA_SPEC_VERSION 2 +#define VK_EXT_HDR_METADATA_EXTENSION_NAME "VK_EXT_hdr_metadata" +typedef struct VkXYColorEXT { + float x; + float y; +} VkXYColorEXT; + +typedef struct VkHdrMetadataEXT { + VkStructureType sType; + const void* pNext; + VkXYColorEXT displayPrimaryRed; + VkXYColorEXT displayPrimaryGreen; + VkXYColorEXT displayPrimaryBlue; + VkXYColorEXT whitePoint; + float maxLuminance; + float minLuminance; + float maxContentLightLevel; + float maxFrameAverageLightLevel; +} VkHdrMetadataEXT; + +typedef void (VKAPI_PTR *PFN_vkSetHdrMetadataEXT)(VkDevice device, uint32_t swapchainCount, const VkSwapchainKHR* pSwapchains, const VkHdrMetadataEXT* pMetadata); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkSetHdrMetadataEXT( + VkDevice device, + uint32_t swapchainCount, + const VkSwapchainKHR* pSwapchains, + const VkHdrMetadataEXT* pMetadata); +#endif + + +#define VK_EXT_external_memory_dma_buf 1 +#define VK_EXT_EXTERNAL_MEMORY_DMA_BUF_SPEC_VERSION 1 +#define VK_EXT_EXTERNAL_MEMORY_DMA_BUF_EXTENSION_NAME "VK_EXT_external_memory_dma_buf" + + +#define VK_EXT_queue_family_foreign 1 +#define VK_EXT_QUEUE_FAMILY_FOREIGN_SPEC_VERSION 1 +#define VK_EXT_QUEUE_FAMILY_FOREIGN_EXTENSION_NAME "VK_EXT_queue_family_foreign" +#define VK_QUEUE_FAMILY_FOREIGN_EXT (~2U) + + +#define VK_EXT_debug_utils 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDebugUtilsMessengerEXT) +#define VK_EXT_DEBUG_UTILS_SPEC_VERSION 2 +#define VK_EXT_DEBUG_UTILS_EXTENSION_NAME "VK_EXT_debug_utils" +typedef VkFlags VkDebugUtilsMessengerCallbackDataFlagsEXT; + +typedef enum VkDebugUtilsMessageSeverityFlagBitsEXT { + VK_DEBUG_UTILS_MESSAGE_SEVERITY_VERBOSE_BIT_EXT = 0x00000001, + VK_DEBUG_UTILS_MESSAGE_SEVERITY_INFO_BIT_EXT = 0x00000010, + VK_DEBUG_UTILS_MESSAGE_SEVERITY_WARNING_BIT_EXT = 0x00000100, + VK_DEBUG_UTILS_MESSAGE_SEVERITY_ERROR_BIT_EXT = 0x00001000, + VK_DEBUG_UTILS_MESSAGE_SEVERITY_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDebugUtilsMessageSeverityFlagBitsEXT; + +typedef enum VkDebugUtilsMessageTypeFlagBitsEXT { + VK_DEBUG_UTILS_MESSAGE_TYPE_GENERAL_BIT_EXT = 0x00000001, + VK_DEBUG_UTILS_MESSAGE_TYPE_VALIDATION_BIT_EXT = 0x00000002, + VK_DEBUG_UTILS_MESSAGE_TYPE_PERFORMANCE_BIT_EXT = 0x00000004, + VK_DEBUG_UTILS_MESSAGE_TYPE_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDebugUtilsMessageTypeFlagBitsEXT; +typedef VkFlags VkDebugUtilsMessageTypeFlagsEXT; +typedef VkFlags VkDebugUtilsMessageSeverityFlagsEXT; +typedef VkFlags VkDebugUtilsMessengerCreateFlagsEXT; +typedef struct VkDebugUtilsLabelEXT { + VkStructureType sType; + const void* pNext; + const char* pLabelName; + float color[4]; +} VkDebugUtilsLabelEXT; + +typedef struct VkDebugUtilsObjectNameInfoEXT { + VkStructureType sType; + const void* pNext; + VkObjectType objectType; + uint64_t objectHandle; + const char* pObjectName; +} VkDebugUtilsObjectNameInfoEXT; + +typedef struct VkDebugUtilsMessengerCallbackDataEXT { + VkStructureType sType; + const void* pNext; + VkDebugUtilsMessengerCallbackDataFlagsEXT flags; + const char* pMessageIdName; + int32_t messageIdNumber; + const char* pMessage; + uint32_t queueLabelCount; + const VkDebugUtilsLabelEXT* pQueueLabels; + uint32_t cmdBufLabelCount; + const VkDebugUtilsLabelEXT* pCmdBufLabels; + uint32_t objectCount; + const VkDebugUtilsObjectNameInfoEXT* pObjects; +} VkDebugUtilsMessengerCallbackDataEXT; + +typedef VkBool32 (VKAPI_PTR *PFN_vkDebugUtilsMessengerCallbackEXT)( + VkDebugUtilsMessageSeverityFlagBitsEXT messageSeverity, + VkDebugUtilsMessageTypeFlagsEXT messageTypes, + const VkDebugUtilsMessengerCallbackDataEXT* pCallbackData, + void* pUserData); + +typedef struct VkDebugUtilsMessengerCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkDebugUtilsMessengerCreateFlagsEXT flags; + VkDebugUtilsMessageSeverityFlagsEXT messageSeverity; + VkDebugUtilsMessageTypeFlagsEXT messageType; + PFN_vkDebugUtilsMessengerCallbackEXT pfnUserCallback; + void* pUserData; +} VkDebugUtilsMessengerCreateInfoEXT; + +typedef struct VkDebugUtilsObjectTagInfoEXT { + VkStructureType sType; + const void* pNext; + VkObjectType objectType; + uint64_t objectHandle; + uint64_t tagName; + size_t tagSize; + const void* pTag; +} VkDebugUtilsObjectTagInfoEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkSetDebugUtilsObjectNameEXT)(VkDevice device, const VkDebugUtilsObjectNameInfoEXT* pNameInfo); +typedef VkResult (VKAPI_PTR *PFN_vkSetDebugUtilsObjectTagEXT)(VkDevice device, const VkDebugUtilsObjectTagInfoEXT* pTagInfo); +typedef void (VKAPI_PTR *PFN_vkQueueBeginDebugUtilsLabelEXT)(VkQueue queue, const VkDebugUtilsLabelEXT* pLabelInfo); +typedef void (VKAPI_PTR *PFN_vkQueueEndDebugUtilsLabelEXT)(VkQueue queue); +typedef void (VKAPI_PTR *PFN_vkQueueInsertDebugUtilsLabelEXT)(VkQueue queue, const VkDebugUtilsLabelEXT* pLabelInfo); +typedef void (VKAPI_PTR *PFN_vkCmdBeginDebugUtilsLabelEXT)(VkCommandBuffer commandBuffer, const VkDebugUtilsLabelEXT* pLabelInfo); +typedef void (VKAPI_PTR *PFN_vkCmdEndDebugUtilsLabelEXT)(VkCommandBuffer commandBuffer); +typedef void (VKAPI_PTR *PFN_vkCmdInsertDebugUtilsLabelEXT)(VkCommandBuffer commandBuffer, const VkDebugUtilsLabelEXT* pLabelInfo); +typedef VkResult (VKAPI_PTR *PFN_vkCreateDebugUtilsMessengerEXT)(VkInstance instance, const VkDebugUtilsMessengerCreateInfoEXT* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkDebugUtilsMessengerEXT* pMessenger); +typedef void (VKAPI_PTR *PFN_vkDestroyDebugUtilsMessengerEXT)(VkInstance instance, VkDebugUtilsMessengerEXT messenger, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkSubmitDebugUtilsMessageEXT)(VkInstance instance, VkDebugUtilsMessageSeverityFlagBitsEXT messageSeverity, VkDebugUtilsMessageTypeFlagsEXT messageTypes, const VkDebugUtilsMessengerCallbackDataEXT* pCallbackData); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkSetDebugUtilsObjectNameEXT( + VkDevice device, + const VkDebugUtilsObjectNameInfoEXT* pNameInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkSetDebugUtilsObjectTagEXT( + VkDevice device, + const VkDebugUtilsObjectTagInfoEXT* pTagInfo); + +VKAPI_ATTR void VKAPI_CALL vkQueueBeginDebugUtilsLabelEXT( + VkQueue queue, + const VkDebugUtilsLabelEXT* pLabelInfo); + +VKAPI_ATTR void VKAPI_CALL vkQueueEndDebugUtilsLabelEXT( + VkQueue queue); + +VKAPI_ATTR void VKAPI_CALL vkQueueInsertDebugUtilsLabelEXT( + VkQueue queue, + const VkDebugUtilsLabelEXT* pLabelInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdBeginDebugUtilsLabelEXT( + VkCommandBuffer commandBuffer, + const VkDebugUtilsLabelEXT* pLabelInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdEndDebugUtilsLabelEXT( + VkCommandBuffer commandBuffer); + +VKAPI_ATTR void VKAPI_CALL vkCmdInsertDebugUtilsLabelEXT( + VkCommandBuffer commandBuffer, + const VkDebugUtilsLabelEXT* pLabelInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateDebugUtilsMessengerEXT( + VkInstance instance, + const VkDebugUtilsMessengerCreateInfoEXT* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkDebugUtilsMessengerEXT* pMessenger); + +VKAPI_ATTR void VKAPI_CALL vkDestroyDebugUtilsMessengerEXT( + VkInstance instance, + VkDebugUtilsMessengerEXT messenger, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkSubmitDebugUtilsMessageEXT( + VkInstance instance, + VkDebugUtilsMessageSeverityFlagBitsEXT messageSeverity, + VkDebugUtilsMessageTypeFlagsEXT messageTypes, + const VkDebugUtilsMessengerCallbackDataEXT* pCallbackData); +#endif + + +#define VK_EXT_sampler_filter_minmax 1 +#define VK_EXT_SAMPLER_FILTER_MINMAX_SPEC_VERSION 2 +#define VK_EXT_SAMPLER_FILTER_MINMAX_EXTENSION_NAME "VK_EXT_sampler_filter_minmax" +typedef VkSamplerReductionMode VkSamplerReductionModeEXT; + +typedef VkSamplerReductionModeCreateInfo VkSamplerReductionModeCreateInfoEXT; + +typedef VkPhysicalDeviceSamplerFilterMinmaxProperties VkPhysicalDeviceSamplerFilterMinmaxPropertiesEXT; + + + +#define VK_AMD_gpu_shader_int16 1 +#define VK_AMD_GPU_SHADER_INT16_SPEC_VERSION 2 +#define VK_AMD_GPU_SHADER_INT16_EXTENSION_NAME "VK_AMD_gpu_shader_int16" + + +#define VK_AMD_mixed_attachment_samples 1 +#define VK_AMD_MIXED_ATTACHMENT_SAMPLES_SPEC_VERSION 1 +#define VK_AMD_MIXED_ATTACHMENT_SAMPLES_EXTENSION_NAME "VK_AMD_mixed_attachment_samples" + + +#define VK_AMD_shader_fragment_mask 1 +#define VK_AMD_SHADER_FRAGMENT_MASK_SPEC_VERSION 1 +#define VK_AMD_SHADER_FRAGMENT_MASK_EXTENSION_NAME "VK_AMD_shader_fragment_mask" + + +#define VK_EXT_inline_uniform_block 1 +#define VK_EXT_INLINE_UNIFORM_BLOCK_SPEC_VERSION 1 +#define VK_EXT_INLINE_UNIFORM_BLOCK_EXTENSION_NAME "VK_EXT_inline_uniform_block" +typedef VkPhysicalDeviceInlineUniformBlockFeatures VkPhysicalDeviceInlineUniformBlockFeaturesEXT; + +typedef VkPhysicalDeviceInlineUniformBlockProperties VkPhysicalDeviceInlineUniformBlockPropertiesEXT; + +typedef VkWriteDescriptorSetInlineUniformBlock VkWriteDescriptorSetInlineUniformBlockEXT; + +typedef VkDescriptorPoolInlineUniformBlockCreateInfo VkDescriptorPoolInlineUniformBlockCreateInfoEXT; + + + +#define VK_EXT_shader_stencil_export 1 +#define VK_EXT_SHADER_STENCIL_EXPORT_SPEC_VERSION 1 +#define VK_EXT_SHADER_STENCIL_EXPORT_EXTENSION_NAME "VK_EXT_shader_stencil_export" + + +#define VK_EXT_sample_locations 1 +#define VK_EXT_SAMPLE_LOCATIONS_SPEC_VERSION 1 +#define VK_EXT_SAMPLE_LOCATIONS_EXTENSION_NAME "VK_EXT_sample_locations" +typedef struct VkSampleLocationEXT { + float x; + float y; +} VkSampleLocationEXT; + +typedef struct VkSampleLocationsInfoEXT { + VkStructureType sType; + const void* pNext; + VkSampleCountFlagBits sampleLocationsPerPixel; + VkExtent2D sampleLocationGridSize; + uint32_t sampleLocationsCount; + const VkSampleLocationEXT* pSampleLocations; +} VkSampleLocationsInfoEXT; + +typedef struct VkAttachmentSampleLocationsEXT { + uint32_t attachmentIndex; + VkSampleLocationsInfoEXT sampleLocationsInfo; +} VkAttachmentSampleLocationsEXT; + +typedef struct VkSubpassSampleLocationsEXT { + uint32_t subpassIndex; + VkSampleLocationsInfoEXT sampleLocationsInfo; +} VkSubpassSampleLocationsEXT; + +typedef struct VkRenderPassSampleLocationsBeginInfoEXT { + VkStructureType sType; + const void* pNext; + uint32_t attachmentInitialSampleLocationsCount; + const VkAttachmentSampleLocationsEXT* pAttachmentInitialSampleLocations; + uint32_t postSubpassSampleLocationsCount; + const VkSubpassSampleLocationsEXT* pPostSubpassSampleLocations; +} VkRenderPassSampleLocationsBeginInfoEXT; + +typedef struct VkPipelineSampleLocationsStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkBool32 sampleLocationsEnable; + VkSampleLocationsInfoEXT sampleLocationsInfo; +} VkPipelineSampleLocationsStateCreateInfoEXT; + +typedef struct VkPhysicalDeviceSampleLocationsPropertiesEXT { + VkStructureType sType; + void* pNext; + VkSampleCountFlags sampleLocationSampleCounts; + VkExtent2D maxSampleLocationGridSize; + float sampleLocationCoordinateRange[2]; + uint32_t sampleLocationSubPixelBits; + VkBool32 variableSampleLocations; +} VkPhysicalDeviceSampleLocationsPropertiesEXT; + +typedef struct VkMultisamplePropertiesEXT { + VkStructureType sType; + void* pNext; + VkExtent2D maxSampleLocationGridSize; +} VkMultisamplePropertiesEXT; + +typedef void (VKAPI_PTR *PFN_vkCmdSetSampleLocationsEXT)(VkCommandBuffer commandBuffer, const VkSampleLocationsInfoEXT* pSampleLocationsInfo); +typedef void (VKAPI_PTR *PFN_vkGetPhysicalDeviceMultisamplePropertiesEXT)(VkPhysicalDevice physicalDevice, VkSampleCountFlagBits samples, VkMultisamplePropertiesEXT* pMultisampleProperties); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetSampleLocationsEXT( + VkCommandBuffer commandBuffer, + const VkSampleLocationsInfoEXT* pSampleLocationsInfo); + +VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceMultisamplePropertiesEXT( + VkPhysicalDevice physicalDevice, + VkSampleCountFlagBits samples, + VkMultisamplePropertiesEXT* pMultisampleProperties); +#endif + + +#define VK_EXT_blend_operation_advanced 1 +#define VK_EXT_BLEND_OPERATION_ADVANCED_SPEC_VERSION 2 +#define VK_EXT_BLEND_OPERATION_ADVANCED_EXTENSION_NAME "VK_EXT_blend_operation_advanced" + +typedef enum VkBlendOverlapEXT { + VK_BLEND_OVERLAP_UNCORRELATED_EXT = 0, + VK_BLEND_OVERLAP_DISJOINT_EXT = 1, + VK_BLEND_OVERLAP_CONJOINT_EXT = 2, + VK_BLEND_OVERLAP_MAX_ENUM_EXT = 0x7FFFFFFF +} VkBlendOverlapEXT; +typedef struct VkPhysicalDeviceBlendOperationAdvancedFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 advancedBlendCoherentOperations; +} VkPhysicalDeviceBlendOperationAdvancedFeaturesEXT; + +typedef struct VkPhysicalDeviceBlendOperationAdvancedPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t advancedBlendMaxColorAttachments; + VkBool32 advancedBlendIndependentBlend; + VkBool32 advancedBlendNonPremultipliedSrcColor; + VkBool32 advancedBlendNonPremultipliedDstColor; + VkBool32 advancedBlendCorrelatedOverlap; + VkBool32 advancedBlendAllOperations; +} VkPhysicalDeviceBlendOperationAdvancedPropertiesEXT; + +typedef struct VkPipelineColorBlendAdvancedStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkBool32 srcPremultiplied; + VkBool32 dstPremultiplied; + VkBlendOverlapEXT blendOverlap; +} VkPipelineColorBlendAdvancedStateCreateInfoEXT; + + + +#define VK_NV_fragment_coverage_to_color 1 +#define VK_NV_FRAGMENT_COVERAGE_TO_COLOR_SPEC_VERSION 1 +#define VK_NV_FRAGMENT_COVERAGE_TO_COLOR_EXTENSION_NAME "VK_NV_fragment_coverage_to_color" +typedef VkFlags VkPipelineCoverageToColorStateCreateFlagsNV; +typedef struct VkPipelineCoverageToColorStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkPipelineCoverageToColorStateCreateFlagsNV flags; + VkBool32 coverageToColorEnable; + uint32_t coverageToColorLocation; +} VkPipelineCoverageToColorStateCreateInfoNV; + + + +#define VK_NV_framebuffer_mixed_samples 1 +#define VK_NV_FRAMEBUFFER_MIXED_SAMPLES_SPEC_VERSION 1 +#define VK_NV_FRAMEBUFFER_MIXED_SAMPLES_EXTENSION_NAME "VK_NV_framebuffer_mixed_samples" -typedef struct VkDisplayPowerInfoEXT { - VkStructureType sType; - const void* pNext; - VkDisplayPowerStateEXT powerState; -} VkDisplayPowerInfoEXT; +typedef enum VkCoverageModulationModeNV { + VK_COVERAGE_MODULATION_MODE_NONE_NV = 0, + VK_COVERAGE_MODULATION_MODE_RGB_NV = 1, + VK_COVERAGE_MODULATION_MODE_ALPHA_NV = 2, + VK_COVERAGE_MODULATION_MODE_RGBA_NV = 3, + VK_COVERAGE_MODULATION_MODE_MAX_ENUM_NV = 0x7FFFFFFF +} VkCoverageModulationModeNV; +typedef VkFlags VkPipelineCoverageModulationStateCreateFlagsNV; +typedef struct VkPipelineCoverageModulationStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkPipelineCoverageModulationStateCreateFlagsNV flags; + VkCoverageModulationModeNV coverageModulationMode; + VkBool32 coverageModulationTableEnable; + uint32_t coverageModulationTableCount; + const float* pCoverageModulationTable; +} VkPipelineCoverageModulationStateCreateInfoNV; + + + +#define VK_NV_fill_rectangle 1 +#define VK_NV_FILL_RECTANGLE_SPEC_VERSION 1 +#define VK_NV_FILL_RECTANGLE_EXTENSION_NAME "VK_NV_fill_rectangle" + + +#define VK_NV_shader_sm_builtins 1 +#define VK_NV_SHADER_SM_BUILTINS_SPEC_VERSION 1 +#define VK_NV_SHADER_SM_BUILTINS_EXTENSION_NAME "VK_NV_shader_sm_builtins" +typedef struct VkPhysicalDeviceShaderSMBuiltinsPropertiesNV { + VkStructureType sType; + void* pNext; + uint32_t shaderSMCount; + uint32_t shaderWarpsPerSM; +} VkPhysicalDeviceShaderSMBuiltinsPropertiesNV; + +typedef struct VkPhysicalDeviceShaderSMBuiltinsFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 shaderSMBuiltins; +} VkPhysicalDeviceShaderSMBuiltinsFeaturesNV; + + + +#define VK_EXT_post_depth_coverage 1 +#define VK_EXT_POST_DEPTH_COVERAGE_SPEC_VERSION 1 +#define VK_EXT_POST_DEPTH_COVERAGE_EXTENSION_NAME "VK_EXT_post_depth_coverage" + + +#define VK_EXT_image_drm_format_modifier 1 +#define VK_EXT_IMAGE_DRM_FORMAT_MODIFIER_SPEC_VERSION 2 +#define VK_EXT_IMAGE_DRM_FORMAT_MODIFIER_EXTENSION_NAME "VK_EXT_image_drm_format_modifier" +typedef struct VkDrmFormatModifierPropertiesEXT { + uint64_t drmFormatModifier; + uint32_t drmFormatModifierPlaneCount; + VkFormatFeatureFlags drmFormatModifierTilingFeatures; +} VkDrmFormatModifierPropertiesEXT; + +typedef struct VkDrmFormatModifierPropertiesListEXT { + VkStructureType sType; + void* pNext; + uint32_t drmFormatModifierCount; + VkDrmFormatModifierPropertiesEXT* pDrmFormatModifierProperties; +} VkDrmFormatModifierPropertiesListEXT; + +typedef struct VkPhysicalDeviceImageDrmFormatModifierInfoEXT { + VkStructureType sType; + const void* pNext; + uint64_t drmFormatModifier; + VkSharingMode sharingMode; + uint32_t queueFamilyIndexCount; + const uint32_t* pQueueFamilyIndices; +} VkPhysicalDeviceImageDrmFormatModifierInfoEXT; + +typedef struct VkImageDrmFormatModifierListCreateInfoEXT { + VkStructureType sType; + const void* pNext; + uint32_t drmFormatModifierCount; + const uint64_t* pDrmFormatModifiers; +} VkImageDrmFormatModifierListCreateInfoEXT; + +typedef struct VkImageDrmFormatModifierExplicitCreateInfoEXT { + VkStructureType sType; + const void* pNext; + uint64_t drmFormatModifier; + uint32_t drmFormatModifierPlaneCount; + const VkSubresourceLayout* pPlaneLayouts; +} VkImageDrmFormatModifierExplicitCreateInfoEXT; + +typedef struct VkImageDrmFormatModifierPropertiesEXT { + VkStructureType sType; + void* pNext; + uint64_t drmFormatModifier; +} VkImageDrmFormatModifierPropertiesEXT; + +typedef struct VkDrmFormatModifierProperties2EXT { + uint64_t drmFormatModifier; + uint32_t drmFormatModifierPlaneCount; + VkFormatFeatureFlags2 drmFormatModifierTilingFeatures; +} VkDrmFormatModifierProperties2EXT; + +typedef struct VkDrmFormatModifierPropertiesList2EXT { + VkStructureType sType; + void* pNext; + uint32_t drmFormatModifierCount; + VkDrmFormatModifierProperties2EXT* pDrmFormatModifierProperties; +} VkDrmFormatModifierPropertiesList2EXT; + +typedef VkResult (VKAPI_PTR *PFN_vkGetImageDrmFormatModifierPropertiesEXT)(VkDevice device, VkImage image, VkImageDrmFormatModifierPropertiesEXT* pProperties); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetImageDrmFormatModifierPropertiesEXT( + VkDevice device, + VkImage image, + VkImageDrmFormatModifierPropertiesEXT* pProperties); +#endif + + +#define VK_EXT_validation_cache 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkValidationCacheEXT) +#define VK_EXT_VALIDATION_CACHE_SPEC_VERSION 1 +#define VK_EXT_VALIDATION_CACHE_EXTENSION_NAME "VK_EXT_validation_cache" + +typedef enum VkValidationCacheHeaderVersionEXT { + VK_VALIDATION_CACHE_HEADER_VERSION_ONE_EXT = 1, + VK_VALIDATION_CACHE_HEADER_VERSION_MAX_ENUM_EXT = 0x7FFFFFFF +} VkValidationCacheHeaderVersionEXT; +typedef VkFlags VkValidationCacheCreateFlagsEXT; +typedef struct VkValidationCacheCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkValidationCacheCreateFlagsEXT flags; + size_t initialDataSize; + const void* pInitialData; +} VkValidationCacheCreateInfoEXT; + +typedef struct VkShaderModuleValidationCacheCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkValidationCacheEXT validationCache; +} VkShaderModuleValidationCacheCreateInfoEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkCreateValidationCacheEXT)(VkDevice device, const VkValidationCacheCreateInfoEXT* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkValidationCacheEXT* pValidationCache); +typedef void (VKAPI_PTR *PFN_vkDestroyValidationCacheEXT)(VkDevice device, VkValidationCacheEXT validationCache, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkMergeValidationCachesEXT)(VkDevice device, VkValidationCacheEXT dstCache, uint32_t srcCacheCount, const VkValidationCacheEXT* pSrcCaches); +typedef VkResult (VKAPI_PTR *PFN_vkGetValidationCacheDataEXT)(VkDevice device, VkValidationCacheEXT validationCache, size_t* pDataSize, void* pData); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkCreateValidationCacheEXT( + VkDevice device, + const VkValidationCacheCreateInfoEXT* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkValidationCacheEXT* pValidationCache); + +VKAPI_ATTR void VKAPI_CALL vkDestroyValidationCacheEXT( + VkDevice device, + VkValidationCacheEXT validationCache, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkMergeValidationCachesEXT( + VkDevice device, + VkValidationCacheEXT dstCache, + uint32_t srcCacheCount, + const VkValidationCacheEXT* pSrcCaches); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetValidationCacheDataEXT( + VkDevice device, + VkValidationCacheEXT validationCache, + size_t* pDataSize, + void* pData); +#endif + + +#define VK_EXT_descriptor_indexing 1 +#define VK_EXT_DESCRIPTOR_INDEXING_SPEC_VERSION 2 +#define VK_EXT_DESCRIPTOR_INDEXING_EXTENSION_NAME "VK_EXT_descriptor_indexing" +typedef VkDescriptorBindingFlagBits VkDescriptorBindingFlagBitsEXT; + +typedef VkDescriptorBindingFlags VkDescriptorBindingFlagsEXT; + +typedef VkDescriptorSetLayoutBindingFlagsCreateInfo VkDescriptorSetLayoutBindingFlagsCreateInfoEXT; + +typedef VkPhysicalDeviceDescriptorIndexingFeatures VkPhysicalDeviceDescriptorIndexingFeaturesEXT; + +typedef VkPhysicalDeviceDescriptorIndexingProperties VkPhysicalDeviceDescriptorIndexingPropertiesEXT; + +typedef VkDescriptorSetVariableDescriptorCountAllocateInfo VkDescriptorSetVariableDescriptorCountAllocateInfoEXT; + +typedef VkDescriptorSetVariableDescriptorCountLayoutSupport VkDescriptorSetVariableDescriptorCountLayoutSupportEXT; + + + +#define VK_EXT_shader_viewport_index_layer 1 +#define VK_EXT_SHADER_VIEWPORT_INDEX_LAYER_SPEC_VERSION 1 +#define VK_EXT_SHADER_VIEWPORT_INDEX_LAYER_EXTENSION_NAME "VK_EXT_shader_viewport_index_layer" + + +#define VK_NV_shading_rate_image 1 +#define VK_NV_SHADING_RATE_IMAGE_SPEC_VERSION 3 +#define VK_NV_SHADING_RATE_IMAGE_EXTENSION_NAME "VK_NV_shading_rate_image" + +typedef enum VkShadingRatePaletteEntryNV { + VK_SHADING_RATE_PALETTE_ENTRY_NO_INVOCATIONS_NV = 0, + VK_SHADING_RATE_PALETTE_ENTRY_16_INVOCATIONS_PER_PIXEL_NV = 1, + VK_SHADING_RATE_PALETTE_ENTRY_8_INVOCATIONS_PER_PIXEL_NV = 2, + VK_SHADING_RATE_PALETTE_ENTRY_4_INVOCATIONS_PER_PIXEL_NV = 3, + VK_SHADING_RATE_PALETTE_ENTRY_2_INVOCATIONS_PER_PIXEL_NV = 4, + VK_SHADING_RATE_PALETTE_ENTRY_1_INVOCATION_PER_PIXEL_NV = 5, + VK_SHADING_RATE_PALETTE_ENTRY_1_INVOCATION_PER_2X1_PIXELS_NV = 6, + VK_SHADING_RATE_PALETTE_ENTRY_1_INVOCATION_PER_1X2_PIXELS_NV = 7, + VK_SHADING_RATE_PALETTE_ENTRY_1_INVOCATION_PER_2X2_PIXELS_NV = 8, + VK_SHADING_RATE_PALETTE_ENTRY_1_INVOCATION_PER_4X2_PIXELS_NV = 9, + VK_SHADING_RATE_PALETTE_ENTRY_1_INVOCATION_PER_2X4_PIXELS_NV = 10, + VK_SHADING_RATE_PALETTE_ENTRY_1_INVOCATION_PER_4X4_PIXELS_NV = 11, + VK_SHADING_RATE_PALETTE_ENTRY_MAX_ENUM_NV = 0x7FFFFFFF +} VkShadingRatePaletteEntryNV; + +typedef enum VkCoarseSampleOrderTypeNV { + VK_COARSE_SAMPLE_ORDER_TYPE_DEFAULT_NV = 0, + VK_COARSE_SAMPLE_ORDER_TYPE_CUSTOM_NV = 1, + VK_COARSE_SAMPLE_ORDER_TYPE_PIXEL_MAJOR_NV = 2, + VK_COARSE_SAMPLE_ORDER_TYPE_SAMPLE_MAJOR_NV = 3, + VK_COARSE_SAMPLE_ORDER_TYPE_MAX_ENUM_NV = 0x7FFFFFFF +} VkCoarseSampleOrderTypeNV; +typedef struct VkShadingRatePaletteNV { + uint32_t shadingRatePaletteEntryCount; + const VkShadingRatePaletteEntryNV* pShadingRatePaletteEntries; +} VkShadingRatePaletteNV; + +typedef struct VkPipelineViewportShadingRateImageStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkBool32 shadingRateImageEnable; + uint32_t viewportCount; + const VkShadingRatePaletteNV* pShadingRatePalettes; +} VkPipelineViewportShadingRateImageStateCreateInfoNV; + +typedef struct VkPhysicalDeviceShadingRateImageFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 shadingRateImage; + VkBool32 shadingRateCoarseSampleOrder; +} VkPhysicalDeviceShadingRateImageFeaturesNV; + +typedef struct VkPhysicalDeviceShadingRateImagePropertiesNV { + VkStructureType sType; + void* pNext; + VkExtent2D shadingRateTexelSize; + uint32_t shadingRatePaletteSize; + uint32_t shadingRateMaxCoarseSamples; +} VkPhysicalDeviceShadingRateImagePropertiesNV; + +typedef struct VkCoarseSampleLocationNV { + uint32_t pixelX; + uint32_t pixelY; + uint32_t sample; +} VkCoarseSampleLocationNV; + +typedef struct VkCoarseSampleOrderCustomNV { + VkShadingRatePaletteEntryNV shadingRate; + uint32_t sampleCount; + uint32_t sampleLocationCount; + const VkCoarseSampleLocationNV* pSampleLocations; +} VkCoarseSampleOrderCustomNV; + +typedef struct VkPipelineViewportCoarseSampleOrderStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkCoarseSampleOrderTypeNV sampleOrderType; + uint32_t customSampleOrderCount; + const VkCoarseSampleOrderCustomNV* pCustomSampleOrders; +} VkPipelineViewportCoarseSampleOrderStateCreateInfoNV; + +typedef void (VKAPI_PTR *PFN_vkCmdBindShadingRateImageNV)(VkCommandBuffer commandBuffer, VkImageView imageView, VkImageLayout imageLayout); +typedef void (VKAPI_PTR *PFN_vkCmdSetViewportShadingRatePaletteNV)(VkCommandBuffer commandBuffer, uint32_t firstViewport, uint32_t viewportCount, const VkShadingRatePaletteNV* pShadingRatePalettes); +typedef void (VKAPI_PTR *PFN_vkCmdSetCoarseSampleOrderNV)(VkCommandBuffer commandBuffer, VkCoarseSampleOrderTypeNV sampleOrderType, uint32_t customSampleOrderCount, const VkCoarseSampleOrderCustomNV* pCustomSampleOrders); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdBindShadingRateImageNV( + VkCommandBuffer commandBuffer, + VkImageView imageView, + VkImageLayout imageLayout); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetViewportShadingRatePaletteNV( + VkCommandBuffer commandBuffer, + uint32_t firstViewport, + uint32_t viewportCount, + const VkShadingRatePaletteNV* pShadingRatePalettes); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetCoarseSampleOrderNV( + VkCommandBuffer commandBuffer, + VkCoarseSampleOrderTypeNV sampleOrderType, + uint32_t customSampleOrderCount, + const VkCoarseSampleOrderCustomNV* pCustomSampleOrders); +#endif + + +#define VK_NV_ray_tracing 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkAccelerationStructureNV) +#define VK_NV_RAY_TRACING_SPEC_VERSION 3 +#define VK_NV_RAY_TRACING_EXTENSION_NAME "VK_NV_ray_tracing" +#define VK_SHADER_UNUSED_KHR (~0U) +#define VK_SHADER_UNUSED_NV VK_SHADER_UNUSED_KHR + +typedef enum VkRayTracingShaderGroupTypeKHR { + VK_RAY_TRACING_SHADER_GROUP_TYPE_GENERAL_KHR = 0, + VK_RAY_TRACING_SHADER_GROUP_TYPE_TRIANGLES_HIT_GROUP_KHR = 1, + VK_RAY_TRACING_SHADER_GROUP_TYPE_PROCEDURAL_HIT_GROUP_KHR = 2, + VK_RAY_TRACING_SHADER_GROUP_TYPE_GENERAL_NV = VK_RAY_TRACING_SHADER_GROUP_TYPE_GENERAL_KHR, + VK_RAY_TRACING_SHADER_GROUP_TYPE_TRIANGLES_HIT_GROUP_NV = VK_RAY_TRACING_SHADER_GROUP_TYPE_TRIANGLES_HIT_GROUP_KHR, + VK_RAY_TRACING_SHADER_GROUP_TYPE_PROCEDURAL_HIT_GROUP_NV = VK_RAY_TRACING_SHADER_GROUP_TYPE_PROCEDURAL_HIT_GROUP_KHR, + VK_RAY_TRACING_SHADER_GROUP_TYPE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkRayTracingShaderGroupTypeKHR; +typedef VkRayTracingShaderGroupTypeKHR VkRayTracingShaderGroupTypeNV; + + +typedef enum VkGeometryTypeKHR { + VK_GEOMETRY_TYPE_TRIANGLES_KHR = 0, + VK_GEOMETRY_TYPE_AABBS_KHR = 1, + VK_GEOMETRY_TYPE_INSTANCES_KHR = 2, + VK_GEOMETRY_TYPE_TRIANGLES_NV = VK_GEOMETRY_TYPE_TRIANGLES_KHR, + VK_GEOMETRY_TYPE_AABBS_NV = VK_GEOMETRY_TYPE_AABBS_KHR, + VK_GEOMETRY_TYPE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkGeometryTypeKHR; +typedef VkGeometryTypeKHR VkGeometryTypeNV; + + +typedef enum VkAccelerationStructureTypeKHR { + VK_ACCELERATION_STRUCTURE_TYPE_TOP_LEVEL_KHR = 0, + VK_ACCELERATION_STRUCTURE_TYPE_BOTTOM_LEVEL_KHR = 1, + VK_ACCELERATION_STRUCTURE_TYPE_GENERIC_KHR = 2, + VK_ACCELERATION_STRUCTURE_TYPE_TOP_LEVEL_NV = VK_ACCELERATION_STRUCTURE_TYPE_TOP_LEVEL_KHR, + VK_ACCELERATION_STRUCTURE_TYPE_BOTTOM_LEVEL_NV = VK_ACCELERATION_STRUCTURE_TYPE_BOTTOM_LEVEL_KHR, + VK_ACCELERATION_STRUCTURE_TYPE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkAccelerationStructureTypeKHR; +typedef VkAccelerationStructureTypeKHR VkAccelerationStructureTypeNV; + + +typedef enum VkCopyAccelerationStructureModeKHR { + VK_COPY_ACCELERATION_STRUCTURE_MODE_CLONE_KHR = 0, + VK_COPY_ACCELERATION_STRUCTURE_MODE_COMPACT_KHR = 1, + VK_COPY_ACCELERATION_STRUCTURE_MODE_SERIALIZE_KHR = 2, + VK_COPY_ACCELERATION_STRUCTURE_MODE_DESERIALIZE_KHR = 3, + VK_COPY_ACCELERATION_STRUCTURE_MODE_CLONE_NV = VK_COPY_ACCELERATION_STRUCTURE_MODE_CLONE_KHR, + VK_COPY_ACCELERATION_STRUCTURE_MODE_COMPACT_NV = VK_COPY_ACCELERATION_STRUCTURE_MODE_COMPACT_KHR, + VK_COPY_ACCELERATION_STRUCTURE_MODE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkCopyAccelerationStructureModeKHR; +typedef VkCopyAccelerationStructureModeKHR VkCopyAccelerationStructureModeNV; + + +typedef enum VkAccelerationStructureMemoryRequirementsTypeNV { + VK_ACCELERATION_STRUCTURE_MEMORY_REQUIREMENTS_TYPE_OBJECT_NV = 0, + VK_ACCELERATION_STRUCTURE_MEMORY_REQUIREMENTS_TYPE_BUILD_SCRATCH_NV = 1, + VK_ACCELERATION_STRUCTURE_MEMORY_REQUIREMENTS_TYPE_UPDATE_SCRATCH_NV = 2, + VK_ACCELERATION_STRUCTURE_MEMORY_REQUIREMENTS_TYPE_MAX_ENUM_NV = 0x7FFFFFFF +} VkAccelerationStructureMemoryRequirementsTypeNV; + +typedef enum VkGeometryFlagBitsKHR { + VK_GEOMETRY_OPAQUE_BIT_KHR = 0x00000001, + VK_GEOMETRY_NO_DUPLICATE_ANY_HIT_INVOCATION_BIT_KHR = 0x00000002, + VK_GEOMETRY_OPAQUE_BIT_NV = VK_GEOMETRY_OPAQUE_BIT_KHR, + VK_GEOMETRY_NO_DUPLICATE_ANY_HIT_INVOCATION_BIT_NV = VK_GEOMETRY_NO_DUPLICATE_ANY_HIT_INVOCATION_BIT_KHR, + VK_GEOMETRY_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF +} VkGeometryFlagBitsKHR; +typedef VkFlags VkGeometryFlagsKHR; +typedef VkGeometryFlagsKHR VkGeometryFlagsNV; + +typedef VkGeometryFlagBitsKHR VkGeometryFlagBitsNV; + + +typedef enum VkGeometryInstanceFlagBitsKHR { + VK_GEOMETRY_INSTANCE_TRIANGLE_FACING_CULL_DISABLE_BIT_KHR = 0x00000001, + VK_GEOMETRY_INSTANCE_TRIANGLE_FLIP_FACING_BIT_KHR = 0x00000002, + VK_GEOMETRY_INSTANCE_FORCE_OPAQUE_BIT_KHR = 0x00000004, + VK_GEOMETRY_INSTANCE_FORCE_NO_OPAQUE_BIT_KHR = 0x00000008, + VK_GEOMETRY_INSTANCE_TRIANGLE_FRONT_COUNTERCLOCKWISE_BIT_KHR = VK_GEOMETRY_INSTANCE_TRIANGLE_FLIP_FACING_BIT_KHR, + VK_GEOMETRY_INSTANCE_TRIANGLE_CULL_DISABLE_BIT_NV = VK_GEOMETRY_INSTANCE_TRIANGLE_FACING_CULL_DISABLE_BIT_KHR, + VK_GEOMETRY_INSTANCE_TRIANGLE_FRONT_COUNTERCLOCKWISE_BIT_NV = VK_GEOMETRY_INSTANCE_TRIANGLE_FRONT_COUNTERCLOCKWISE_BIT_KHR, + VK_GEOMETRY_INSTANCE_FORCE_OPAQUE_BIT_NV = VK_GEOMETRY_INSTANCE_FORCE_OPAQUE_BIT_KHR, + VK_GEOMETRY_INSTANCE_FORCE_NO_OPAQUE_BIT_NV = VK_GEOMETRY_INSTANCE_FORCE_NO_OPAQUE_BIT_KHR, + VK_GEOMETRY_INSTANCE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF +} VkGeometryInstanceFlagBitsKHR; +typedef VkFlags VkGeometryInstanceFlagsKHR; +typedef VkGeometryInstanceFlagsKHR VkGeometryInstanceFlagsNV; + +typedef VkGeometryInstanceFlagBitsKHR VkGeometryInstanceFlagBitsNV; + + +typedef enum VkBuildAccelerationStructureFlagBitsKHR { + VK_BUILD_ACCELERATION_STRUCTURE_ALLOW_UPDATE_BIT_KHR = 0x00000001, + VK_BUILD_ACCELERATION_STRUCTURE_ALLOW_COMPACTION_BIT_KHR = 0x00000002, + VK_BUILD_ACCELERATION_STRUCTURE_PREFER_FAST_TRACE_BIT_KHR = 0x00000004, + VK_BUILD_ACCELERATION_STRUCTURE_PREFER_FAST_BUILD_BIT_KHR = 0x00000008, + VK_BUILD_ACCELERATION_STRUCTURE_LOW_MEMORY_BIT_KHR = 0x00000010, + VK_BUILD_ACCELERATION_STRUCTURE_MOTION_BIT_NV = 0x00000020, + VK_BUILD_ACCELERATION_STRUCTURE_ALLOW_UPDATE_BIT_NV = VK_BUILD_ACCELERATION_STRUCTURE_ALLOW_UPDATE_BIT_KHR, + VK_BUILD_ACCELERATION_STRUCTURE_ALLOW_COMPACTION_BIT_NV = VK_BUILD_ACCELERATION_STRUCTURE_ALLOW_COMPACTION_BIT_KHR, + VK_BUILD_ACCELERATION_STRUCTURE_PREFER_FAST_TRACE_BIT_NV = VK_BUILD_ACCELERATION_STRUCTURE_PREFER_FAST_TRACE_BIT_KHR, + VK_BUILD_ACCELERATION_STRUCTURE_PREFER_FAST_BUILD_BIT_NV = VK_BUILD_ACCELERATION_STRUCTURE_PREFER_FAST_BUILD_BIT_KHR, + VK_BUILD_ACCELERATION_STRUCTURE_LOW_MEMORY_BIT_NV = VK_BUILD_ACCELERATION_STRUCTURE_LOW_MEMORY_BIT_KHR, + VK_BUILD_ACCELERATION_STRUCTURE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF +} VkBuildAccelerationStructureFlagBitsKHR; +typedef VkFlags VkBuildAccelerationStructureFlagsKHR; +typedef VkBuildAccelerationStructureFlagsKHR VkBuildAccelerationStructureFlagsNV; + +typedef VkBuildAccelerationStructureFlagBitsKHR VkBuildAccelerationStructureFlagBitsNV; + +typedef struct VkRayTracingShaderGroupCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkRayTracingShaderGroupTypeKHR type; + uint32_t generalShader; + uint32_t closestHitShader; + uint32_t anyHitShader; + uint32_t intersectionShader; +} VkRayTracingShaderGroupCreateInfoNV; + +typedef struct VkRayTracingPipelineCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkPipelineCreateFlags flags; + uint32_t stageCount; + const VkPipelineShaderStageCreateInfo* pStages; + uint32_t groupCount; + const VkRayTracingShaderGroupCreateInfoNV* pGroups; + uint32_t maxRecursionDepth; + VkPipelineLayout layout; + VkPipeline basePipelineHandle; + int32_t basePipelineIndex; +} VkRayTracingPipelineCreateInfoNV; + +typedef struct VkGeometryTrianglesNV { + VkStructureType sType; + const void* pNext; + VkBuffer vertexData; + VkDeviceSize vertexOffset; + uint32_t vertexCount; + VkDeviceSize vertexStride; + VkFormat vertexFormat; + VkBuffer indexData; + VkDeviceSize indexOffset; + uint32_t indexCount; + VkIndexType indexType; + VkBuffer transformData; + VkDeviceSize transformOffset; +} VkGeometryTrianglesNV; + +typedef struct VkGeometryAABBNV { + VkStructureType sType; + const void* pNext; + VkBuffer aabbData; + uint32_t numAABBs; + uint32_t stride; + VkDeviceSize offset; +} VkGeometryAABBNV; + +typedef struct VkGeometryDataNV { + VkGeometryTrianglesNV triangles; + VkGeometryAABBNV aabbs; +} VkGeometryDataNV; + +typedef struct VkGeometryNV { + VkStructureType sType; + const void* pNext; + VkGeometryTypeKHR geometryType; + VkGeometryDataNV geometry; + VkGeometryFlagsKHR flags; +} VkGeometryNV; + +typedef struct VkAccelerationStructureInfoNV { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureTypeNV type; + VkBuildAccelerationStructureFlagsNV flags; + uint32_t instanceCount; + uint32_t geometryCount; + const VkGeometryNV* pGeometries; +} VkAccelerationStructureInfoNV; + +typedef struct VkAccelerationStructureCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkDeviceSize compactedSize; + VkAccelerationStructureInfoNV info; +} VkAccelerationStructureCreateInfoNV; + +typedef struct VkBindAccelerationStructureMemoryInfoNV { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureNV accelerationStructure; + VkDeviceMemory memory; + VkDeviceSize memoryOffset; + uint32_t deviceIndexCount; + const uint32_t* pDeviceIndices; +} VkBindAccelerationStructureMemoryInfoNV; + +typedef struct VkWriteDescriptorSetAccelerationStructureNV { + VkStructureType sType; + const void* pNext; + uint32_t accelerationStructureCount; + const VkAccelerationStructureNV* pAccelerationStructures; +} VkWriteDescriptorSetAccelerationStructureNV; + +typedef struct VkAccelerationStructureMemoryRequirementsInfoNV { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureMemoryRequirementsTypeNV type; + VkAccelerationStructureNV accelerationStructure; +} VkAccelerationStructureMemoryRequirementsInfoNV; + +typedef struct VkPhysicalDeviceRayTracingPropertiesNV { + VkStructureType sType; + void* pNext; + uint32_t shaderGroupHandleSize; + uint32_t maxRecursionDepth; + uint32_t maxShaderGroupStride; + uint32_t shaderGroupBaseAlignment; + uint64_t maxGeometryCount; + uint64_t maxInstanceCount; + uint64_t maxTriangleCount; + uint32_t maxDescriptorSetAccelerationStructures; +} VkPhysicalDeviceRayTracingPropertiesNV; + +typedef struct VkTransformMatrixKHR { + float matrix[3][4]; +} VkTransformMatrixKHR; + +typedef VkTransformMatrixKHR VkTransformMatrixNV; + +typedef struct VkAabbPositionsKHR { + float minX; + float minY; + float minZ; + float maxX; + float maxY; + float maxZ; +} VkAabbPositionsKHR; + +typedef VkAabbPositionsKHR VkAabbPositionsNV; + +typedef struct VkAccelerationStructureInstanceKHR { + VkTransformMatrixKHR transform; + uint32_t instanceCustomIndex:24; + uint32_t mask:8; + uint32_t instanceShaderBindingTableRecordOffset:24; + VkGeometryInstanceFlagsKHR flags:8; + uint64_t accelerationStructureReference; +} VkAccelerationStructureInstanceKHR; + +typedef VkAccelerationStructureInstanceKHR VkAccelerationStructureInstanceNV; + +typedef VkResult (VKAPI_PTR *PFN_vkCreateAccelerationStructureNV)(VkDevice device, const VkAccelerationStructureCreateInfoNV* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkAccelerationStructureNV* pAccelerationStructure); +typedef void (VKAPI_PTR *PFN_vkDestroyAccelerationStructureNV)(VkDevice device, VkAccelerationStructureNV accelerationStructure, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkGetAccelerationStructureMemoryRequirementsNV)(VkDevice device, const VkAccelerationStructureMemoryRequirementsInfoNV* pInfo, VkMemoryRequirements2KHR* pMemoryRequirements); +typedef VkResult (VKAPI_PTR *PFN_vkBindAccelerationStructureMemoryNV)(VkDevice device, uint32_t bindInfoCount, const VkBindAccelerationStructureMemoryInfoNV* pBindInfos); +typedef void (VKAPI_PTR *PFN_vkCmdBuildAccelerationStructureNV)(VkCommandBuffer commandBuffer, const VkAccelerationStructureInfoNV* pInfo, VkBuffer instanceData, VkDeviceSize instanceOffset, VkBool32 update, VkAccelerationStructureNV dst, VkAccelerationStructureNV src, VkBuffer scratch, VkDeviceSize scratchOffset); +typedef void (VKAPI_PTR *PFN_vkCmdCopyAccelerationStructureNV)(VkCommandBuffer commandBuffer, VkAccelerationStructureNV dst, VkAccelerationStructureNV src, VkCopyAccelerationStructureModeKHR mode); +typedef void (VKAPI_PTR *PFN_vkCmdTraceRaysNV)(VkCommandBuffer commandBuffer, VkBuffer raygenShaderBindingTableBuffer, VkDeviceSize raygenShaderBindingOffset, VkBuffer missShaderBindingTableBuffer, VkDeviceSize missShaderBindingOffset, VkDeviceSize missShaderBindingStride, VkBuffer hitShaderBindingTableBuffer, VkDeviceSize hitShaderBindingOffset, VkDeviceSize hitShaderBindingStride, VkBuffer callableShaderBindingTableBuffer, VkDeviceSize callableShaderBindingOffset, VkDeviceSize callableShaderBindingStride, uint32_t width, uint32_t height, uint32_t depth); +typedef VkResult (VKAPI_PTR *PFN_vkCreateRayTracingPipelinesNV)(VkDevice device, VkPipelineCache pipelineCache, uint32_t createInfoCount, const VkRayTracingPipelineCreateInfoNV* pCreateInfos, const VkAllocationCallbacks* pAllocator, VkPipeline* pPipelines); +typedef VkResult (VKAPI_PTR *PFN_vkGetRayTracingShaderGroupHandlesKHR)(VkDevice device, VkPipeline pipeline, uint32_t firstGroup, uint32_t groupCount, size_t dataSize, void* pData); +typedef VkResult (VKAPI_PTR *PFN_vkGetRayTracingShaderGroupHandlesNV)(VkDevice device, VkPipeline pipeline, uint32_t firstGroup, uint32_t groupCount, size_t dataSize, void* pData); +typedef VkResult (VKAPI_PTR *PFN_vkGetAccelerationStructureHandleNV)(VkDevice device, VkAccelerationStructureNV accelerationStructure, size_t dataSize, void* pData); +typedef void (VKAPI_PTR *PFN_vkCmdWriteAccelerationStructuresPropertiesNV)(VkCommandBuffer commandBuffer, uint32_t accelerationStructureCount, const VkAccelerationStructureNV* pAccelerationStructures, VkQueryType queryType, VkQueryPool queryPool, uint32_t firstQuery); +typedef VkResult (VKAPI_PTR *PFN_vkCompileDeferredNV)(VkDevice device, VkPipeline pipeline, uint32_t shader); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkCreateAccelerationStructureNV( + VkDevice device, + const VkAccelerationStructureCreateInfoNV* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkAccelerationStructureNV* pAccelerationStructure); + +VKAPI_ATTR void VKAPI_CALL vkDestroyAccelerationStructureNV( + VkDevice device, + VkAccelerationStructureNV accelerationStructure, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkGetAccelerationStructureMemoryRequirementsNV( + VkDevice device, + const VkAccelerationStructureMemoryRequirementsInfoNV* pInfo, + VkMemoryRequirements2KHR* pMemoryRequirements); + +VKAPI_ATTR VkResult VKAPI_CALL vkBindAccelerationStructureMemoryNV( + VkDevice device, + uint32_t bindInfoCount, + const VkBindAccelerationStructureMemoryInfoNV* pBindInfos); + +VKAPI_ATTR void VKAPI_CALL vkCmdBuildAccelerationStructureNV( + VkCommandBuffer commandBuffer, + const VkAccelerationStructureInfoNV* pInfo, + VkBuffer instanceData, + VkDeviceSize instanceOffset, + VkBool32 update, + VkAccelerationStructureNV dst, + VkAccelerationStructureNV src, + VkBuffer scratch, + VkDeviceSize scratchOffset); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyAccelerationStructureNV( + VkCommandBuffer commandBuffer, + VkAccelerationStructureNV dst, + VkAccelerationStructureNV src, + VkCopyAccelerationStructureModeKHR mode); + +VKAPI_ATTR void VKAPI_CALL vkCmdTraceRaysNV( + VkCommandBuffer commandBuffer, + VkBuffer raygenShaderBindingTableBuffer, + VkDeviceSize raygenShaderBindingOffset, + VkBuffer missShaderBindingTableBuffer, + VkDeviceSize missShaderBindingOffset, + VkDeviceSize missShaderBindingStride, + VkBuffer hitShaderBindingTableBuffer, + VkDeviceSize hitShaderBindingOffset, + VkDeviceSize hitShaderBindingStride, + VkBuffer callableShaderBindingTableBuffer, + VkDeviceSize callableShaderBindingOffset, + VkDeviceSize callableShaderBindingStride, + uint32_t width, + uint32_t height, + uint32_t depth); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateRayTracingPipelinesNV( + VkDevice device, + VkPipelineCache pipelineCache, + uint32_t createInfoCount, + const VkRayTracingPipelineCreateInfoNV* pCreateInfos, + const VkAllocationCallbacks* pAllocator, + VkPipeline* pPipelines); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetRayTracingShaderGroupHandlesKHR( + VkDevice device, + VkPipeline pipeline, + uint32_t firstGroup, + uint32_t groupCount, + size_t dataSize, + void* pData); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetRayTracingShaderGroupHandlesNV( + VkDevice device, + VkPipeline pipeline, + uint32_t firstGroup, + uint32_t groupCount, + size_t dataSize, + void* pData); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetAccelerationStructureHandleNV( + VkDevice device, + VkAccelerationStructureNV accelerationStructure, + size_t dataSize, + void* pData); + +VKAPI_ATTR void VKAPI_CALL vkCmdWriteAccelerationStructuresPropertiesNV( + VkCommandBuffer commandBuffer, + uint32_t accelerationStructureCount, + const VkAccelerationStructureNV* pAccelerationStructures, + VkQueryType queryType, + VkQueryPool queryPool, + uint32_t firstQuery); + +VKAPI_ATTR VkResult VKAPI_CALL vkCompileDeferredNV( + VkDevice device, + VkPipeline pipeline, + uint32_t shader); +#endif + + +#define VK_NV_representative_fragment_test 1 +#define VK_NV_REPRESENTATIVE_FRAGMENT_TEST_SPEC_VERSION 2 +#define VK_NV_REPRESENTATIVE_FRAGMENT_TEST_EXTENSION_NAME "VK_NV_representative_fragment_test" +typedef struct VkPhysicalDeviceRepresentativeFragmentTestFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 representativeFragmentTest; +} VkPhysicalDeviceRepresentativeFragmentTestFeaturesNV; + +typedef struct VkPipelineRepresentativeFragmentTestStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkBool32 representativeFragmentTestEnable; +} VkPipelineRepresentativeFragmentTestStateCreateInfoNV; + + + +#define VK_EXT_filter_cubic 1 +#define VK_EXT_FILTER_CUBIC_SPEC_VERSION 3 +#define VK_EXT_FILTER_CUBIC_EXTENSION_NAME "VK_EXT_filter_cubic" +typedef struct VkPhysicalDeviceImageViewImageFormatInfoEXT { + VkStructureType sType; + void* pNext; + VkImageViewType imageViewType; +} VkPhysicalDeviceImageViewImageFormatInfoEXT; + +typedef struct VkFilterCubicImageViewImageFormatPropertiesEXT { + VkStructureType sType; + void* pNext; + VkBool32 filterCubic; + VkBool32 filterCubicMinmax; +} VkFilterCubicImageViewImageFormatPropertiesEXT; + + + +#define VK_QCOM_render_pass_shader_resolve 1 +#define VK_QCOM_RENDER_PASS_SHADER_RESOLVE_SPEC_VERSION 4 +#define VK_QCOM_RENDER_PASS_SHADER_RESOLVE_EXTENSION_NAME "VK_QCOM_render_pass_shader_resolve" + + +#define VK_EXT_global_priority 1 +#define VK_EXT_GLOBAL_PRIORITY_SPEC_VERSION 2 +#define VK_EXT_GLOBAL_PRIORITY_EXTENSION_NAME "VK_EXT_global_priority" +typedef VkQueueGlobalPriorityKHR VkQueueGlobalPriorityEXT; + +typedef VkDeviceQueueGlobalPriorityCreateInfoKHR VkDeviceQueueGlobalPriorityCreateInfoEXT; + + + +#define VK_EXT_external_memory_host 1 +#define VK_EXT_EXTERNAL_MEMORY_HOST_SPEC_VERSION 1 +#define VK_EXT_EXTERNAL_MEMORY_HOST_EXTENSION_NAME "VK_EXT_external_memory_host" +typedef struct VkImportMemoryHostPointerInfoEXT { + VkStructureType sType; + const void* pNext; + VkExternalMemoryHandleTypeFlagBits handleType; + void* pHostPointer; +} VkImportMemoryHostPointerInfoEXT; + +typedef struct VkMemoryHostPointerPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t memoryTypeBits; +} VkMemoryHostPointerPropertiesEXT; + +typedef struct VkPhysicalDeviceExternalMemoryHostPropertiesEXT { + VkStructureType sType; + void* pNext; + VkDeviceSize minImportedHostPointerAlignment; +} VkPhysicalDeviceExternalMemoryHostPropertiesEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryHostPointerPropertiesEXT)(VkDevice device, VkExternalMemoryHandleTypeFlagBits handleType, const void* pHostPointer, VkMemoryHostPointerPropertiesEXT* pMemoryHostPointerProperties); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryHostPointerPropertiesEXT( + VkDevice device, + VkExternalMemoryHandleTypeFlagBits handleType, + const void* pHostPointer, + VkMemoryHostPointerPropertiesEXT* pMemoryHostPointerProperties); +#endif + + +#define VK_AMD_buffer_marker 1 +#define VK_AMD_BUFFER_MARKER_SPEC_VERSION 1 +#define VK_AMD_BUFFER_MARKER_EXTENSION_NAME "VK_AMD_buffer_marker" +typedef void (VKAPI_PTR *PFN_vkCmdWriteBufferMarkerAMD)(VkCommandBuffer commandBuffer, VkPipelineStageFlagBits pipelineStage, VkBuffer dstBuffer, VkDeviceSize dstOffset, uint32_t marker); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdWriteBufferMarkerAMD( + VkCommandBuffer commandBuffer, + VkPipelineStageFlagBits pipelineStage, + VkBuffer dstBuffer, + VkDeviceSize dstOffset, + uint32_t marker); +#endif + + +#define VK_AMD_pipeline_compiler_control 1 +#define VK_AMD_PIPELINE_COMPILER_CONTROL_SPEC_VERSION 1 +#define VK_AMD_PIPELINE_COMPILER_CONTROL_EXTENSION_NAME "VK_AMD_pipeline_compiler_control" + +typedef enum VkPipelineCompilerControlFlagBitsAMD { + VK_PIPELINE_COMPILER_CONTROL_FLAG_BITS_MAX_ENUM_AMD = 0x7FFFFFFF +} VkPipelineCompilerControlFlagBitsAMD; +typedef VkFlags VkPipelineCompilerControlFlagsAMD; +typedef struct VkPipelineCompilerControlCreateInfoAMD { + VkStructureType sType; + const void* pNext; + VkPipelineCompilerControlFlagsAMD compilerControlFlags; +} VkPipelineCompilerControlCreateInfoAMD; + + + +#define VK_EXT_calibrated_timestamps 1 +#define VK_EXT_CALIBRATED_TIMESTAMPS_SPEC_VERSION 2 +#define VK_EXT_CALIBRATED_TIMESTAMPS_EXTENSION_NAME "VK_EXT_calibrated_timestamps" + +typedef enum VkTimeDomainEXT { + VK_TIME_DOMAIN_DEVICE_EXT = 0, + VK_TIME_DOMAIN_CLOCK_MONOTONIC_EXT = 1, + VK_TIME_DOMAIN_CLOCK_MONOTONIC_RAW_EXT = 2, + VK_TIME_DOMAIN_QUERY_PERFORMANCE_COUNTER_EXT = 3, + VK_TIME_DOMAIN_MAX_ENUM_EXT = 0x7FFFFFFF +} VkTimeDomainEXT; +typedef struct VkCalibratedTimestampInfoEXT { + VkStructureType sType; + const void* pNext; + VkTimeDomainEXT timeDomain; +} VkCalibratedTimestampInfoEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceCalibrateableTimeDomainsEXT)(VkPhysicalDevice physicalDevice, uint32_t* pTimeDomainCount, VkTimeDomainEXT* pTimeDomains); +typedef VkResult (VKAPI_PTR *PFN_vkGetCalibratedTimestampsEXT)(VkDevice device, uint32_t timestampCount, const VkCalibratedTimestampInfoEXT* pTimestampInfos, uint64_t* pTimestamps, uint64_t* pMaxDeviation); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceCalibrateableTimeDomainsEXT( + VkPhysicalDevice physicalDevice, + uint32_t* pTimeDomainCount, + VkTimeDomainEXT* pTimeDomains); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetCalibratedTimestampsEXT( + VkDevice device, + uint32_t timestampCount, + const VkCalibratedTimestampInfoEXT* pTimestampInfos, + uint64_t* pTimestamps, + uint64_t* pMaxDeviation); +#endif + + +#define VK_AMD_shader_core_properties 1 +#define VK_AMD_SHADER_CORE_PROPERTIES_SPEC_VERSION 2 +#define VK_AMD_SHADER_CORE_PROPERTIES_EXTENSION_NAME "VK_AMD_shader_core_properties" +typedef struct VkPhysicalDeviceShaderCorePropertiesAMD { + VkStructureType sType; + void* pNext; + uint32_t shaderEngineCount; + uint32_t shaderArraysPerEngineCount; + uint32_t computeUnitsPerShaderArray; + uint32_t simdPerComputeUnit; + uint32_t wavefrontsPerSimd; + uint32_t wavefrontSize; + uint32_t sgprsPerSimd; + uint32_t minSgprAllocation; + uint32_t maxSgprAllocation; + uint32_t sgprAllocationGranularity; + uint32_t vgprsPerSimd; + uint32_t minVgprAllocation; + uint32_t maxVgprAllocation; + uint32_t vgprAllocationGranularity; +} VkPhysicalDeviceShaderCorePropertiesAMD; + + + +#define VK_AMD_memory_overallocation_behavior 1 +#define VK_AMD_MEMORY_OVERALLOCATION_BEHAVIOR_SPEC_VERSION 1 +#define VK_AMD_MEMORY_OVERALLOCATION_BEHAVIOR_EXTENSION_NAME "VK_AMD_memory_overallocation_behavior" + +typedef enum VkMemoryOverallocationBehaviorAMD { + VK_MEMORY_OVERALLOCATION_BEHAVIOR_DEFAULT_AMD = 0, + VK_MEMORY_OVERALLOCATION_BEHAVIOR_ALLOWED_AMD = 1, + VK_MEMORY_OVERALLOCATION_BEHAVIOR_DISALLOWED_AMD = 2, + VK_MEMORY_OVERALLOCATION_BEHAVIOR_MAX_ENUM_AMD = 0x7FFFFFFF +} VkMemoryOverallocationBehaviorAMD; +typedef struct VkDeviceMemoryOverallocationCreateInfoAMD { + VkStructureType sType; + const void* pNext; + VkMemoryOverallocationBehaviorAMD overallocationBehavior; +} VkDeviceMemoryOverallocationCreateInfoAMD; + + + +#define VK_EXT_vertex_attribute_divisor 1 +#define VK_EXT_VERTEX_ATTRIBUTE_DIVISOR_SPEC_VERSION 3 +#define VK_EXT_VERTEX_ATTRIBUTE_DIVISOR_EXTENSION_NAME "VK_EXT_vertex_attribute_divisor" +typedef struct VkPhysicalDeviceVertexAttributeDivisorPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t maxVertexAttribDivisor; +} VkPhysicalDeviceVertexAttributeDivisorPropertiesEXT; + +typedef struct VkVertexInputBindingDivisorDescriptionEXT { + uint32_t binding; + uint32_t divisor; +} VkVertexInputBindingDivisorDescriptionEXT; + +typedef struct VkPipelineVertexInputDivisorStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + uint32_t vertexBindingDivisorCount; + const VkVertexInputBindingDivisorDescriptionEXT* pVertexBindingDivisors; +} VkPipelineVertexInputDivisorStateCreateInfoEXT; + +typedef struct VkPhysicalDeviceVertexAttributeDivisorFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 vertexAttributeInstanceRateDivisor; + VkBool32 vertexAttributeInstanceRateZeroDivisor; +} VkPhysicalDeviceVertexAttributeDivisorFeaturesEXT; + + + +#define VK_EXT_pipeline_creation_feedback 1 +#define VK_EXT_PIPELINE_CREATION_FEEDBACK_SPEC_VERSION 1 +#define VK_EXT_PIPELINE_CREATION_FEEDBACK_EXTENSION_NAME "VK_EXT_pipeline_creation_feedback" +typedef VkPipelineCreationFeedbackFlagBits VkPipelineCreationFeedbackFlagBitsEXT; + +typedef VkPipelineCreationFeedbackFlags VkPipelineCreationFeedbackFlagsEXT; + +typedef VkPipelineCreationFeedbackCreateInfo VkPipelineCreationFeedbackCreateInfoEXT; + +typedef VkPipelineCreationFeedback VkPipelineCreationFeedbackEXT; + + + +#define VK_NV_shader_subgroup_partitioned 1 +#define VK_NV_SHADER_SUBGROUP_PARTITIONED_SPEC_VERSION 1 +#define VK_NV_SHADER_SUBGROUP_PARTITIONED_EXTENSION_NAME "VK_NV_shader_subgroup_partitioned" + + +#define VK_NV_compute_shader_derivatives 1 +#define VK_NV_COMPUTE_SHADER_DERIVATIVES_SPEC_VERSION 1 +#define VK_NV_COMPUTE_SHADER_DERIVATIVES_EXTENSION_NAME "VK_NV_compute_shader_derivatives" +typedef struct VkPhysicalDeviceComputeShaderDerivativesFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 computeDerivativeGroupQuads; + VkBool32 computeDerivativeGroupLinear; +} VkPhysicalDeviceComputeShaderDerivativesFeaturesNV; + + + +#define VK_NV_mesh_shader 1 +#define VK_NV_MESH_SHADER_SPEC_VERSION 1 +#define VK_NV_MESH_SHADER_EXTENSION_NAME "VK_NV_mesh_shader" +typedef struct VkPhysicalDeviceMeshShaderFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 taskShader; + VkBool32 meshShader; +} VkPhysicalDeviceMeshShaderFeaturesNV; + +typedef struct VkPhysicalDeviceMeshShaderPropertiesNV { + VkStructureType sType; + void* pNext; + uint32_t maxDrawMeshTasksCount; + uint32_t maxTaskWorkGroupInvocations; + uint32_t maxTaskWorkGroupSize[3]; + uint32_t maxTaskTotalMemorySize; + uint32_t maxTaskOutputCount; + uint32_t maxMeshWorkGroupInvocations; + uint32_t maxMeshWorkGroupSize[3]; + uint32_t maxMeshTotalMemorySize; + uint32_t maxMeshOutputVertices; + uint32_t maxMeshOutputPrimitives; + uint32_t maxMeshMultiviewViewCount; + uint32_t meshOutputPerVertexGranularity; + uint32_t meshOutputPerPrimitiveGranularity; +} VkPhysicalDeviceMeshShaderPropertiesNV; + +typedef struct VkDrawMeshTasksIndirectCommandNV { + uint32_t taskCount; + uint32_t firstTask; +} VkDrawMeshTasksIndirectCommandNV; + +typedef void (VKAPI_PTR *PFN_vkCmdDrawMeshTasksNV)(VkCommandBuffer commandBuffer, uint32_t taskCount, uint32_t firstTask); +typedef void (VKAPI_PTR *PFN_vkCmdDrawMeshTasksIndirectNV)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, uint32_t drawCount, uint32_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdDrawMeshTasksIndirectCountNV)(VkCommandBuffer commandBuffer, VkBuffer buffer, VkDeviceSize offset, VkBuffer countBuffer, VkDeviceSize countBufferOffset, uint32_t maxDrawCount, uint32_t stride); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdDrawMeshTasksNV( + VkCommandBuffer commandBuffer, + uint32_t taskCount, + uint32_t firstTask); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawMeshTasksIndirectNV( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + uint32_t drawCount, + uint32_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawMeshTasksIndirectCountNV( + VkCommandBuffer commandBuffer, + VkBuffer buffer, + VkDeviceSize offset, + VkBuffer countBuffer, + VkDeviceSize countBufferOffset, + uint32_t maxDrawCount, + uint32_t stride); +#endif + + +#define VK_NV_fragment_shader_barycentric 1 +#define VK_NV_FRAGMENT_SHADER_BARYCENTRIC_SPEC_VERSION 1 +#define VK_NV_FRAGMENT_SHADER_BARYCENTRIC_EXTENSION_NAME "VK_NV_fragment_shader_barycentric" +typedef struct VkPhysicalDeviceFragmentShaderBarycentricFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 fragmentShaderBarycentric; +} VkPhysicalDeviceFragmentShaderBarycentricFeaturesNV; + + + +#define VK_NV_shader_image_footprint 1 +#define VK_NV_SHADER_IMAGE_FOOTPRINT_SPEC_VERSION 2 +#define VK_NV_SHADER_IMAGE_FOOTPRINT_EXTENSION_NAME "VK_NV_shader_image_footprint" +typedef struct VkPhysicalDeviceShaderImageFootprintFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 imageFootprint; +} VkPhysicalDeviceShaderImageFootprintFeaturesNV; + + + +#define VK_NV_scissor_exclusive 1 +#define VK_NV_SCISSOR_EXCLUSIVE_SPEC_VERSION 1 +#define VK_NV_SCISSOR_EXCLUSIVE_EXTENSION_NAME "VK_NV_scissor_exclusive" +typedef struct VkPipelineViewportExclusiveScissorStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + uint32_t exclusiveScissorCount; + const VkRect2D* pExclusiveScissors; +} VkPipelineViewportExclusiveScissorStateCreateInfoNV; + +typedef struct VkPhysicalDeviceExclusiveScissorFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 exclusiveScissor; +} VkPhysicalDeviceExclusiveScissorFeaturesNV; + +typedef void (VKAPI_PTR *PFN_vkCmdSetExclusiveScissorNV)(VkCommandBuffer commandBuffer, uint32_t firstExclusiveScissor, uint32_t exclusiveScissorCount, const VkRect2D* pExclusiveScissors); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetExclusiveScissorNV( + VkCommandBuffer commandBuffer, + uint32_t firstExclusiveScissor, + uint32_t exclusiveScissorCount, + const VkRect2D* pExclusiveScissors); +#endif + + +#define VK_NV_device_diagnostic_checkpoints 1 +#define VK_NV_DEVICE_DIAGNOSTIC_CHECKPOINTS_SPEC_VERSION 2 +#define VK_NV_DEVICE_DIAGNOSTIC_CHECKPOINTS_EXTENSION_NAME "VK_NV_device_diagnostic_checkpoints" +typedef struct VkQueueFamilyCheckpointPropertiesNV { + VkStructureType sType; + void* pNext; + VkPipelineStageFlags checkpointExecutionStageMask; +} VkQueueFamilyCheckpointPropertiesNV; + +typedef struct VkCheckpointDataNV { + VkStructureType sType; + void* pNext; + VkPipelineStageFlagBits stage; + void* pCheckpointMarker; +} VkCheckpointDataNV; + +typedef void (VKAPI_PTR *PFN_vkCmdSetCheckpointNV)(VkCommandBuffer commandBuffer, const void* pCheckpointMarker); +typedef void (VKAPI_PTR *PFN_vkGetQueueCheckpointDataNV)(VkQueue queue, uint32_t* pCheckpointDataCount, VkCheckpointDataNV* pCheckpointData); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetCheckpointNV( + VkCommandBuffer commandBuffer, + const void* pCheckpointMarker); + +VKAPI_ATTR void VKAPI_CALL vkGetQueueCheckpointDataNV( + VkQueue queue, + uint32_t* pCheckpointDataCount, + VkCheckpointDataNV* pCheckpointData); +#endif + + +#define VK_INTEL_shader_integer_functions2 1 +#define VK_INTEL_SHADER_INTEGER_FUNCTIONS_2_SPEC_VERSION 1 +#define VK_INTEL_SHADER_INTEGER_FUNCTIONS_2_EXTENSION_NAME "VK_INTEL_shader_integer_functions2" +typedef struct VkPhysicalDeviceShaderIntegerFunctions2FeaturesINTEL { + VkStructureType sType; + void* pNext; + VkBool32 shaderIntegerFunctions2; +} VkPhysicalDeviceShaderIntegerFunctions2FeaturesINTEL; + + + +#define VK_INTEL_performance_query 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkPerformanceConfigurationINTEL) +#define VK_INTEL_PERFORMANCE_QUERY_SPEC_VERSION 2 +#define VK_INTEL_PERFORMANCE_QUERY_EXTENSION_NAME "VK_INTEL_performance_query" + +typedef enum VkPerformanceConfigurationTypeINTEL { + VK_PERFORMANCE_CONFIGURATION_TYPE_COMMAND_QUEUE_METRICS_DISCOVERY_ACTIVATED_INTEL = 0, + VK_PERFORMANCE_CONFIGURATION_TYPE_MAX_ENUM_INTEL = 0x7FFFFFFF +} VkPerformanceConfigurationTypeINTEL; + +typedef enum VkQueryPoolSamplingModeINTEL { + VK_QUERY_POOL_SAMPLING_MODE_MANUAL_INTEL = 0, + VK_QUERY_POOL_SAMPLING_MODE_MAX_ENUM_INTEL = 0x7FFFFFFF +} VkQueryPoolSamplingModeINTEL; + +typedef enum VkPerformanceOverrideTypeINTEL { + VK_PERFORMANCE_OVERRIDE_TYPE_NULL_HARDWARE_INTEL = 0, + VK_PERFORMANCE_OVERRIDE_TYPE_FLUSH_GPU_CACHES_INTEL = 1, + VK_PERFORMANCE_OVERRIDE_TYPE_MAX_ENUM_INTEL = 0x7FFFFFFF +} VkPerformanceOverrideTypeINTEL; + +typedef enum VkPerformanceParameterTypeINTEL { + VK_PERFORMANCE_PARAMETER_TYPE_HW_COUNTERS_SUPPORTED_INTEL = 0, + VK_PERFORMANCE_PARAMETER_TYPE_STREAM_MARKER_VALID_BITS_INTEL = 1, + VK_PERFORMANCE_PARAMETER_TYPE_MAX_ENUM_INTEL = 0x7FFFFFFF +} VkPerformanceParameterTypeINTEL; + +typedef enum VkPerformanceValueTypeINTEL { + VK_PERFORMANCE_VALUE_TYPE_UINT32_INTEL = 0, + VK_PERFORMANCE_VALUE_TYPE_UINT64_INTEL = 1, + VK_PERFORMANCE_VALUE_TYPE_FLOAT_INTEL = 2, + VK_PERFORMANCE_VALUE_TYPE_BOOL_INTEL = 3, + VK_PERFORMANCE_VALUE_TYPE_STRING_INTEL = 4, + VK_PERFORMANCE_VALUE_TYPE_MAX_ENUM_INTEL = 0x7FFFFFFF +} VkPerformanceValueTypeINTEL; +typedef union VkPerformanceValueDataINTEL { + uint32_t value32; + uint64_t value64; + float valueFloat; + VkBool32 valueBool; + const char* valueString; +} VkPerformanceValueDataINTEL; + +typedef struct VkPerformanceValueINTEL { + VkPerformanceValueTypeINTEL type; + VkPerformanceValueDataINTEL data; +} VkPerformanceValueINTEL; + +typedef struct VkInitializePerformanceApiInfoINTEL { + VkStructureType sType; + const void* pNext; + void* pUserData; +} VkInitializePerformanceApiInfoINTEL; + +typedef struct VkQueryPoolPerformanceQueryCreateInfoINTEL { + VkStructureType sType; + const void* pNext; + VkQueryPoolSamplingModeINTEL performanceCountersSampling; +} VkQueryPoolPerformanceQueryCreateInfoINTEL; + +typedef VkQueryPoolPerformanceQueryCreateInfoINTEL VkQueryPoolCreateInfoINTEL; + +typedef struct VkPerformanceMarkerInfoINTEL { + VkStructureType sType; + const void* pNext; + uint64_t marker; +} VkPerformanceMarkerInfoINTEL; + +typedef struct VkPerformanceStreamMarkerInfoINTEL { + VkStructureType sType; + const void* pNext; + uint32_t marker; +} VkPerformanceStreamMarkerInfoINTEL; + +typedef struct VkPerformanceOverrideInfoINTEL { + VkStructureType sType; + const void* pNext; + VkPerformanceOverrideTypeINTEL type; + VkBool32 enable; + uint64_t parameter; +} VkPerformanceOverrideInfoINTEL; + +typedef struct VkPerformanceConfigurationAcquireInfoINTEL { + VkStructureType sType; + const void* pNext; + VkPerformanceConfigurationTypeINTEL type; +} VkPerformanceConfigurationAcquireInfoINTEL; + +typedef VkResult (VKAPI_PTR *PFN_vkInitializePerformanceApiINTEL)(VkDevice device, const VkInitializePerformanceApiInfoINTEL* pInitializeInfo); +typedef void (VKAPI_PTR *PFN_vkUninitializePerformanceApiINTEL)(VkDevice device); +typedef VkResult (VKAPI_PTR *PFN_vkCmdSetPerformanceMarkerINTEL)(VkCommandBuffer commandBuffer, const VkPerformanceMarkerInfoINTEL* pMarkerInfo); +typedef VkResult (VKAPI_PTR *PFN_vkCmdSetPerformanceStreamMarkerINTEL)(VkCommandBuffer commandBuffer, const VkPerformanceStreamMarkerInfoINTEL* pMarkerInfo); +typedef VkResult (VKAPI_PTR *PFN_vkCmdSetPerformanceOverrideINTEL)(VkCommandBuffer commandBuffer, const VkPerformanceOverrideInfoINTEL* pOverrideInfo); +typedef VkResult (VKAPI_PTR *PFN_vkAcquirePerformanceConfigurationINTEL)(VkDevice device, const VkPerformanceConfigurationAcquireInfoINTEL* pAcquireInfo, VkPerformanceConfigurationINTEL* pConfiguration); +typedef VkResult (VKAPI_PTR *PFN_vkReleasePerformanceConfigurationINTEL)(VkDevice device, VkPerformanceConfigurationINTEL configuration); +typedef VkResult (VKAPI_PTR *PFN_vkQueueSetPerformanceConfigurationINTEL)(VkQueue queue, VkPerformanceConfigurationINTEL configuration); +typedef VkResult (VKAPI_PTR *PFN_vkGetPerformanceParameterINTEL)(VkDevice device, VkPerformanceParameterTypeINTEL parameter, VkPerformanceValueINTEL* pValue); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkInitializePerformanceApiINTEL( + VkDevice device, + const VkInitializePerformanceApiInfoINTEL* pInitializeInfo); + +VKAPI_ATTR void VKAPI_CALL vkUninitializePerformanceApiINTEL( + VkDevice device); + +VKAPI_ATTR VkResult VKAPI_CALL vkCmdSetPerformanceMarkerINTEL( + VkCommandBuffer commandBuffer, + const VkPerformanceMarkerInfoINTEL* pMarkerInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkCmdSetPerformanceStreamMarkerINTEL( + VkCommandBuffer commandBuffer, + const VkPerformanceStreamMarkerInfoINTEL* pMarkerInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkCmdSetPerformanceOverrideINTEL( + VkCommandBuffer commandBuffer, + const VkPerformanceOverrideInfoINTEL* pOverrideInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkAcquirePerformanceConfigurationINTEL( + VkDevice device, + const VkPerformanceConfigurationAcquireInfoINTEL* pAcquireInfo, + VkPerformanceConfigurationINTEL* pConfiguration); + +VKAPI_ATTR VkResult VKAPI_CALL vkReleasePerformanceConfigurationINTEL( + VkDevice device, + VkPerformanceConfigurationINTEL configuration); + +VKAPI_ATTR VkResult VKAPI_CALL vkQueueSetPerformanceConfigurationINTEL( + VkQueue queue, + VkPerformanceConfigurationINTEL configuration); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetPerformanceParameterINTEL( + VkDevice device, + VkPerformanceParameterTypeINTEL parameter, + VkPerformanceValueINTEL* pValue); +#endif + + +#define VK_EXT_pci_bus_info 1 +#define VK_EXT_PCI_BUS_INFO_SPEC_VERSION 2 +#define VK_EXT_PCI_BUS_INFO_EXTENSION_NAME "VK_EXT_pci_bus_info" +typedef struct VkPhysicalDevicePCIBusInfoPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t pciDomain; + uint32_t pciBus; + uint32_t pciDevice; + uint32_t pciFunction; +} VkPhysicalDevicePCIBusInfoPropertiesEXT; + + + +#define VK_AMD_display_native_hdr 1 +#define VK_AMD_DISPLAY_NATIVE_HDR_SPEC_VERSION 1 +#define VK_AMD_DISPLAY_NATIVE_HDR_EXTENSION_NAME "VK_AMD_display_native_hdr" +typedef struct VkDisplayNativeHdrSurfaceCapabilitiesAMD { + VkStructureType sType; + void* pNext; + VkBool32 localDimmingSupport; +} VkDisplayNativeHdrSurfaceCapabilitiesAMD; + +typedef struct VkSwapchainDisplayNativeHdrCreateInfoAMD { + VkStructureType sType; + const void* pNext; + VkBool32 localDimmingEnable; +} VkSwapchainDisplayNativeHdrCreateInfoAMD; + +typedef void (VKAPI_PTR *PFN_vkSetLocalDimmingAMD)(VkDevice device, VkSwapchainKHR swapChain, VkBool32 localDimmingEnable); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkSetLocalDimmingAMD( + VkDevice device, + VkSwapchainKHR swapChain, + VkBool32 localDimmingEnable); +#endif + + +#define VK_EXT_fragment_density_map 1 +#define VK_EXT_FRAGMENT_DENSITY_MAP_SPEC_VERSION 2 +#define VK_EXT_FRAGMENT_DENSITY_MAP_EXTENSION_NAME "VK_EXT_fragment_density_map" +typedef struct VkPhysicalDeviceFragmentDensityMapFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 fragmentDensityMap; + VkBool32 fragmentDensityMapDynamic; + VkBool32 fragmentDensityMapNonSubsampledImages; +} VkPhysicalDeviceFragmentDensityMapFeaturesEXT; + +typedef struct VkPhysicalDeviceFragmentDensityMapPropertiesEXT { + VkStructureType sType; + void* pNext; + VkExtent2D minFragmentDensityTexelSize; + VkExtent2D maxFragmentDensityTexelSize; + VkBool32 fragmentDensityInvocations; +} VkPhysicalDeviceFragmentDensityMapPropertiesEXT; + +typedef struct VkRenderPassFragmentDensityMapCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkAttachmentReference fragmentDensityMapAttachment; +} VkRenderPassFragmentDensityMapCreateInfoEXT; + + + +#define VK_EXT_scalar_block_layout 1 +#define VK_EXT_SCALAR_BLOCK_LAYOUT_SPEC_VERSION 1 +#define VK_EXT_SCALAR_BLOCK_LAYOUT_EXTENSION_NAME "VK_EXT_scalar_block_layout" +typedef VkPhysicalDeviceScalarBlockLayoutFeatures VkPhysicalDeviceScalarBlockLayoutFeaturesEXT; + + + +#define VK_GOOGLE_hlsl_functionality1 1 +#define VK_GOOGLE_HLSL_FUNCTIONALITY_1_SPEC_VERSION 1 +#define VK_GOOGLE_HLSL_FUNCTIONALITY_1_EXTENSION_NAME "VK_GOOGLE_hlsl_functionality1" +#define VK_GOOGLE_HLSL_FUNCTIONALITY1_SPEC_VERSION VK_GOOGLE_HLSL_FUNCTIONALITY_1_SPEC_VERSION +#define VK_GOOGLE_HLSL_FUNCTIONALITY1_EXTENSION_NAME VK_GOOGLE_HLSL_FUNCTIONALITY_1_EXTENSION_NAME + + +#define VK_GOOGLE_decorate_string 1 +#define VK_GOOGLE_DECORATE_STRING_SPEC_VERSION 1 +#define VK_GOOGLE_DECORATE_STRING_EXTENSION_NAME "VK_GOOGLE_decorate_string" + + +#define VK_EXT_subgroup_size_control 1 +#define VK_EXT_SUBGROUP_SIZE_CONTROL_SPEC_VERSION 2 +#define VK_EXT_SUBGROUP_SIZE_CONTROL_EXTENSION_NAME "VK_EXT_subgroup_size_control" +typedef VkPhysicalDeviceSubgroupSizeControlFeatures VkPhysicalDeviceSubgroupSizeControlFeaturesEXT; + +typedef VkPhysicalDeviceSubgroupSizeControlProperties VkPhysicalDeviceSubgroupSizeControlPropertiesEXT; + +typedef VkPipelineShaderStageRequiredSubgroupSizeCreateInfo VkPipelineShaderStageRequiredSubgroupSizeCreateInfoEXT; + + + +#define VK_AMD_shader_core_properties2 1 +#define VK_AMD_SHADER_CORE_PROPERTIES_2_SPEC_VERSION 1 +#define VK_AMD_SHADER_CORE_PROPERTIES_2_EXTENSION_NAME "VK_AMD_shader_core_properties2" + +typedef enum VkShaderCorePropertiesFlagBitsAMD { + VK_SHADER_CORE_PROPERTIES_FLAG_BITS_MAX_ENUM_AMD = 0x7FFFFFFF +} VkShaderCorePropertiesFlagBitsAMD; +typedef VkFlags VkShaderCorePropertiesFlagsAMD; +typedef struct VkPhysicalDeviceShaderCoreProperties2AMD { + VkStructureType sType; + void* pNext; + VkShaderCorePropertiesFlagsAMD shaderCoreFeatures; + uint32_t activeComputeUnitCount; +} VkPhysicalDeviceShaderCoreProperties2AMD; + + + +#define VK_AMD_device_coherent_memory 1 +#define VK_AMD_DEVICE_COHERENT_MEMORY_SPEC_VERSION 1 +#define VK_AMD_DEVICE_COHERENT_MEMORY_EXTENSION_NAME "VK_AMD_device_coherent_memory" +typedef struct VkPhysicalDeviceCoherentMemoryFeaturesAMD { + VkStructureType sType; + void* pNext; + VkBool32 deviceCoherentMemory; +} VkPhysicalDeviceCoherentMemoryFeaturesAMD; + + + +#define VK_EXT_shader_image_atomic_int64 1 +#define VK_EXT_SHADER_IMAGE_ATOMIC_INT64_SPEC_VERSION 1 +#define VK_EXT_SHADER_IMAGE_ATOMIC_INT64_EXTENSION_NAME "VK_EXT_shader_image_atomic_int64" +typedef struct VkPhysicalDeviceShaderImageAtomicInt64FeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 shaderImageInt64Atomics; + VkBool32 sparseImageInt64Atomics; +} VkPhysicalDeviceShaderImageAtomicInt64FeaturesEXT; + + + +#define VK_EXT_memory_budget 1 +#define VK_EXT_MEMORY_BUDGET_SPEC_VERSION 1 +#define VK_EXT_MEMORY_BUDGET_EXTENSION_NAME "VK_EXT_memory_budget" +typedef struct VkPhysicalDeviceMemoryBudgetPropertiesEXT { + VkStructureType sType; + void* pNext; + VkDeviceSize heapBudget[VK_MAX_MEMORY_HEAPS]; + VkDeviceSize heapUsage[VK_MAX_MEMORY_HEAPS]; +} VkPhysicalDeviceMemoryBudgetPropertiesEXT; + + + +#define VK_EXT_memory_priority 1 +#define VK_EXT_MEMORY_PRIORITY_SPEC_VERSION 1 +#define VK_EXT_MEMORY_PRIORITY_EXTENSION_NAME "VK_EXT_memory_priority" +typedef struct VkPhysicalDeviceMemoryPriorityFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 memoryPriority; +} VkPhysicalDeviceMemoryPriorityFeaturesEXT; + +typedef struct VkMemoryPriorityAllocateInfoEXT { + VkStructureType sType; + const void* pNext; + float priority; +} VkMemoryPriorityAllocateInfoEXT; + + + +#define VK_NV_dedicated_allocation_image_aliasing 1 +#define VK_NV_DEDICATED_ALLOCATION_IMAGE_ALIASING_SPEC_VERSION 1 +#define VK_NV_DEDICATED_ALLOCATION_IMAGE_ALIASING_EXTENSION_NAME "VK_NV_dedicated_allocation_image_aliasing" +typedef struct VkPhysicalDeviceDedicatedAllocationImageAliasingFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 dedicatedAllocationImageAliasing; +} VkPhysicalDeviceDedicatedAllocationImageAliasingFeaturesNV; + + + +#define VK_EXT_buffer_device_address 1 +#define VK_EXT_BUFFER_DEVICE_ADDRESS_SPEC_VERSION 2 +#define VK_EXT_BUFFER_DEVICE_ADDRESS_EXTENSION_NAME "VK_EXT_buffer_device_address" +typedef struct VkPhysicalDeviceBufferDeviceAddressFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 bufferDeviceAddress; + VkBool32 bufferDeviceAddressCaptureReplay; + VkBool32 bufferDeviceAddressMultiDevice; +} VkPhysicalDeviceBufferDeviceAddressFeaturesEXT; + +typedef VkPhysicalDeviceBufferDeviceAddressFeaturesEXT VkPhysicalDeviceBufferAddressFeaturesEXT; + +typedef VkBufferDeviceAddressInfo VkBufferDeviceAddressInfoEXT; + +typedef struct VkBufferDeviceAddressCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkDeviceAddress deviceAddress; +} VkBufferDeviceAddressCreateInfoEXT; + +typedef VkDeviceAddress (VKAPI_PTR *PFN_vkGetBufferDeviceAddressEXT)(VkDevice device, const VkBufferDeviceAddressInfo* pInfo); + +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkDeviceAddress VKAPI_CALL vkGetBufferDeviceAddressEXT( + VkDevice device, + const VkBufferDeviceAddressInfo* pInfo); +#endif -typedef struct VkDeviceEventInfoEXT { - VkStructureType sType; - const void* pNext; - VkDeviceEventTypeEXT deviceEvent; -} VkDeviceEventInfoEXT; -typedef struct VkDisplayEventInfoEXT { - VkStructureType sType; - const void* pNext; - VkDisplayEventTypeEXT displayEvent; -} VkDisplayEventInfoEXT; +#define VK_EXT_tooling_info 1 +#define VK_EXT_TOOLING_INFO_SPEC_VERSION 1 +#define VK_EXT_TOOLING_INFO_EXTENSION_NAME "VK_EXT_tooling_info" +typedef VkToolPurposeFlagBits VkToolPurposeFlagBitsEXT; -typedef struct VkSwapchainCounterCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkSurfaceCounterFlagsEXT surfaceCounters; -} VkSwapchainCounterCreateInfoEXT; +typedef VkToolPurposeFlags VkToolPurposeFlagsEXT; -typedef VkResult(VKAPI_PTR* PFN_vkDisplayPowerControlEXT)(VkDevice device, VkDisplayKHR display, - const VkDisplayPowerInfoEXT* pDisplayPowerInfo); -typedef VkResult(VKAPI_PTR* PFN_vkRegisterDeviceEventEXT)(VkDevice device, const VkDeviceEventInfoEXT* pDeviceEventInfo, - const VkAllocationCallbacks* pAllocator, VkFence* pFence); -typedef VkResult(VKAPI_PTR* PFN_vkRegisterDisplayEventEXT)(VkDevice device, VkDisplayKHR display, - const VkDisplayEventInfoEXT* pDisplayEventInfo, - const VkAllocationCallbacks* pAllocator, VkFence* pFence); -typedef VkResult(VKAPI_PTR* PFN_vkGetSwapchainCounterEXT)(VkDevice device, VkSwapchainKHR swapchain, - VkSurfaceCounterFlagBitsEXT counter, uint64_t* pCounterValue); +typedef VkPhysicalDeviceToolProperties VkPhysicalDeviceToolPropertiesEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceToolPropertiesEXT)(VkPhysicalDevice physicalDevice, uint32_t* pToolCount, VkPhysicalDeviceToolProperties* pToolProperties); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkDisplayPowerControlEXT(VkDevice device, VkDisplayKHR display, - const VkDisplayPowerInfoEXT* pDisplayPowerInfo); +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceToolPropertiesEXT( + VkPhysicalDevice physicalDevice, + uint32_t* pToolCount, + VkPhysicalDeviceToolProperties* pToolProperties); +#endif -VKAPI_ATTR VkResult VKAPI_CALL vkRegisterDeviceEventEXT(VkDevice device, const VkDeviceEventInfoEXT* pDeviceEventInfo, - const VkAllocationCallbacks* pAllocator, VkFence* pFence); -VKAPI_ATTR VkResult VKAPI_CALL vkRegisterDisplayEventEXT(VkDevice device, VkDisplayKHR display, - const VkDisplayEventInfoEXT* pDisplayEventInfo, - const VkAllocationCallbacks* pAllocator, VkFence* pFence); +#define VK_EXT_separate_stencil_usage 1 +#define VK_EXT_SEPARATE_STENCIL_USAGE_SPEC_VERSION 1 +#define VK_EXT_SEPARATE_STENCIL_USAGE_EXTENSION_NAME "VK_EXT_separate_stencil_usage" +typedef VkImageStencilUsageCreateInfo VkImageStencilUsageCreateInfoEXT; + + + +#define VK_EXT_validation_features 1 +#define VK_EXT_VALIDATION_FEATURES_SPEC_VERSION 5 +#define VK_EXT_VALIDATION_FEATURES_EXTENSION_NAME "VK_EXT_validation_features" + +typedef enum VkValidationFeatureEnableEXT { + VK_VALIDATION_FEATURE_ENABLE_GPU_ASSISTED_EXT = 0, + VK_VALIDATION_FEATURE_ENABLE_GPU_ASSISTED_RESERVE_BINDING_SLOT_EXT = 1, + VK_VALIDATION_FEATURE_ENABLE_BEST_PRACTICES_EXT = 2, + VK_VALIDATION_FEATURE_ENABLE_DEBUG_PRINTF_EXT = 3, + VK_VALIDATION_FEATURE_ENABLE_SYNCHRONIZATION_VALIDATION_EXT = 4, + VK_VALIDATION_FEATURE_ENABLE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkValidationFeatureEnableEXT; + +typedef enum VkValidationFeatureDisableEXT { + VK_VALIDATION_FEATURE_DISABLE_ALL_EXT = 0, + VK_VALIDATION_FEATURE_DISABLE_SHADERS_EXT = 1, + VK_VALIDATION_FEATURE_DISABLE_THREAD_SAFETY_EXT = 2, + VK_VALIDATION_FEATURE_DISABLE_API_PARAMETERS_EXT = 3, + VK_VALIDATION_FEATURE_DISABLE_OBJECT_LIFETIMES_EXT = 4, + VK_VALIDATION_FEATURE_DISABLE_CORE_CHECKS_EXT = 5, + VK_VALIDATION_FEATURE_DISABLE_UNIQUE_HANDLES_EXT = 6, + VK_VALIDATION_FEATURE_DISABLE_SHADER_VALIDATION_CACHE_EXT = 7, + VK_VALIDATION_FEATURE_DISABLE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkValidationFeatureDisableEXT; +typedef struct VkValidationFeaturesEXT { + VkStructureType sType; + const void* pNext; + uint32_t enabledValidationFeatureCount; + const VkValidationFeatureEnableEXT* pEnabledValidationFeatures; + uint32_t disabledValidationFeatureCount; + const VkValidationFeatureDisableEXT* pDisabledValidationFeatures; +} VkValidationFeaturesEXT; + + + +#define VK_NV_cooperative_matrix 1 +#define VK_NV_COOPERATIVE_MATRIX_SPEC_VERSION 1 +#define VK_NV_COOPERATIVE_MATRIX_EXTENSION_NAME "VK_NV_cooperative_matrix" + +typedef enum VkComponentTypeNV { + VK_COMPONENT_TYPE_FLOAT16_NV = 0, + VK_COMPONENT_TYPE_FLOAT32_NV = 1, + VK_COMPONENT_TYPE_FLOAT64_NV = 2, + VK_COMPONENT_TYPE_SINT8_NV = 3, + VK_COMPONENT_TYPE_SINT16_NV = 4, + VK_COMPONENT_TYPE_SINT32_NV = 5, + VK_COMPONENT_TYPE_SINT64_NV = 6, + VK_COMPONENT_TYPE_UINT8_NV = 7, + VK_COMPONENT_TYPE_UINT16_NV = 8, + VK_COMPONENT_TYPE_UINT32_NV = 9, + VK_COMPONENT_TYPE_UINT64_NV = 10, + VK_COMPONENT_TYPE_MAX_ENUM_NV = 0x7FFFFFFF +} VkComponentTypeNV; + +typedef enum VkScopeNV { + VK_SCOPE_DEVICE_NV = 1, + VK_SCOPE_WORKGROUP_NV = 2, + VK_SCOPE_SUBGROUP_NV = 3, + VK_SCOPE_QUEUE_FAMILY_NV = 5, + VK_SCOPE_MAX_ENUM_NV = 0x7FFFFFFF +} VkScopeNV; +typedef struct VkCooperativeMatrixPropertiesNV { + VkStructureType sType; + void* pNext; + uint32_t MSize; + uint32_t NSize; + uint32_t KSize; + VkComponentTypeNV AType; + VkComponentTypeNV BType; + VkComponentTypeNV CType; + VkComponentTypeNV DType; + VkScopeNV scope; +} VkCooperativeMatrixPropertiesNV; + +typedef struct VkPhysicalDeviceCooperativeMatrixFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 cooperativeMatrix; + VkBool32 cooperativeMatrixRobustBufferAccess; +} VkPhysicalDeviceCooperativeMatrixFeaturesNV; + +typedef struct VkPhysicalDeviceCooperativeMatrixPropertiesNV { + VkStructureType sType; + void* pNext; + VkShaderStageFlags cooperativeMatrixSupportedStages; +} VkPhysicalDeviceCooperativeMatrixPropertiesNV; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceCooperativeMatrixPropertiesNV)(VkPhysicalDevice physicalDevice, uint32_t* pPropertyCount, VkCooperativeMatrixPropertiesNV* pProperties); -VKAPI_ATTR VkResult VKAPI_CALL vkGetSwapchainCounterEXT(VkDevice device, VkSwapchainKHR swapchain, - VkSurfaceCounterFlagBitsEXT counter, uint64_t* pCounterValue); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceCooperativeMatrixPropertiesNV( + VkPhysicalDevice physicalDevice, + uint32_t* pPropertyCount, + VkCooperativeMatrixPropertiesNV* pProperties); #endif -#define VK_GOOGLE_display_timing 1 -#define VK_GOOGLE_DISPLAY_TIMING_SPEC_VERSION 1 -#define VK_GOOGLE_DISPLAY_TIMING_EXTENSION_NAME "VK_GOOGLE_display_timing" - -typedef struct VkRefreshCycleDurationGOOGLE { - uint64_t refreshDuration; -} VkRefreshCycleDurationGOOGLE; -typedef struct VkPastPresentationTimingGOOGLE { - uint32_t presentID; - uint64_t desiredPresentTime; - uint64_t actualPresentTime; - uint64_t earliestPresentTime; - uint64_t presentMargin; -} VkPastPresentationTimingGOOGLE; +#define VK_NV_coverage_reduction_mode 1 +#define VK_NV_COVERAGE_REDUCTION_MODE_SPEC_VERSION 1 +#define VK_NV_COVERAGE_REDUCTION_MODE_EXTENSION_NAME "VK_NV_coverage_reduction_mode" + +typedef enum VkCoverageReductionModeNV { + VK_COVERAGE_REDUCTION_MODE_MERGE_NV = 0, + VK_COVERAGE_REDUCTION_MODE_TRUNCATE_NV = 1, + VK_COVERAGE_REDUCTION_MODE_MAX_ENUM_NV = 0x7FFFFFFF +} VkCoverageReductionModeNV; +typedef VkFlags VkPipelineCoverageReductionStateCreateFlagsNV; +typedef struct VkPhysicalDeviceCoverageReductionModeFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 coverageReductionMode; +} VkPhysicalDeviceCoverageReductionModeFeaturesNV; + +typedef struct VkPipelineCoverageReductionStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkPipelineCoverageReductionStateCreateFlagsNV flags; + VkCoverageReductionModeNV coverageReductionMode; +} VkPipelineCoverageReductionStateCreateInfoNV; + +typedef struct VkFramebufferMixedSamplesCombinationNV { + VkStructureType sType; + void* pNext; + VkCoverageReductionModeNV coverageReductionMode; + VkSampleCountFlagBits rasterizationSamples; + VkSampleCountFlags depthStencilSamples; + VkSampleCountFlags colorSamples; +} VkFramebufferMixedSamplesCombinationNV; + +typedef VkResult (VKAPI_PTR *PFN_vkGetPhysicalDeviceSupportedFramebufferMixedSamplesCombinationsNV)(VkPhysicalDevice physicalDevice, uint32_t* pCombinationCount, VkFramebufferMixedSamplesCombinationNV* pCombinations); -typedef struct VkPresentTimeGOOGLE { - uint32_t presentID; - uint64_t desiredPresentTime; -} VkPresentTimeGOOGLE; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetPhysicalDeviceSupportedFramebufferMixedSamplesCombinationsNV( + VkPhysicalDevice physicalDevice, + uint32_t* pCombinationCount, + VkFramebufferMixedSamplesCombinationNV* pCombinations); +#endif -typedef struct VkPresentTimesInfoGOOGLE { - VkStructureType sType; - const void* pNext; - uint32_t swapchainCount; - const VkPresentTimeGOOGLE* pTimes; -} VkPresentTimesInfoGOOGLE; -typedef VkResult(VKAPI_PTR* PFN_vkGetRefreshCycleDurationGOOGLE)( - VkDevice device, VkSwapchainKHR swapchain, VkRefreshCycleDurationGOOGLE* pDisplayTimingProperties); -typedef VkResult(VKAPI_PTR* PFN_vkGetPastPresentationTimingGOOGLE)( - VkDevice device, VkSwapchainKHR swapchain, uint32_t* pPresentationTimingCount, - VkPastPresentationTimingGOOGLE* pPresentationTimings); +#define VK_EXT_fragment_shader_interlock 1 +#define VK_EXT_FRAGMENT_SHADER_INTERLOCK_SPEC_VERSION 1 +#define VK_EXT_FRAGMENT_SHADER_INTERLOCK_EXTENSION_NAME "VK_EXT_fragment_shader_interlock" +typedef struct VkPhysicalDeviceFragmentShaderInterlockFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 fragmentShaderSampleInterlock; + VkBool32 fragmentShaderPixelInterlock; + VkBool32 fragmentShaderShadingRateInterlock; +} VkPhysicalDeviceFragmentShaderInterlockFeaturesEXT; + + + +#define VK_EXT_ycbcr_image_arrays 1 +#define VK_EXT_YCBCR_IMAGE_ARRAYS_SPEC_VERSION 1 +#define VK_EXT_YCBCR_IMAGE_ARRAYS_EXTENSION_NAME "VK_EXT_ycbcr_image_arrays" +typedef struct VkPhysicalDeviceYcbcrImageArraysFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 ycbcrImageArrays; +} VkPhysicalDeviceYcbcrImageArraysFeaturesEXT; + + + +#define VK_EXT_provoking_vertex 1 +#define VK_EXT_PROVOKING_VERTEX_SPEC_VERSION 1 +#define VK_EXT_PROVOKING_VERTEX_EXTENSION_NAME "VK_EXT_provoking_vertex" + +typedef enum VkProvokingVertexModeEXT { + VK_PROVOKING_VERTEX_MODE_FIRST_VERTEX_EXT = 0, + VK_PROVOKING_VERTEX_MODE_LAST_VERTEX_EXT = 1, + VK_PROVOKING_VERTEX_MODE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkProvokingVertexModeEXT; +typedef struct VkPhysicalDeviceProvokingVertexFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 provokingVertexLast; + VkBool32 transformFeedbackPreservesProvokingVertex; +} VkPhysicalDeviceProvokingVertexFeaturesEXT; + +typedef struct VkPhysicalDeviceProvokingVertexPropertiesEXT { + VkStructureType sType; + void* pNext; + VkBool32 provokingVertexModePerPipeline; + VkBool32 transformFeedbackPreservesTriangleFanProvokingVertex; +} VkPhysicalDeviceProvokingVertexPropertiesEXT; + +typedef struct VkPipelineRasterizationProvokingVertexStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkProvokingVertexModeEXT provokingVertexMode; +} VkPipelineRasterizationProvokingVertexStateCreateInfoEXT; + + + +#define VK_EXT_headless_surface 1 +#define VK_EXT_HEADLESS_SURFACE_SPEC_VERSION 1 +#define VK_EXT_HEADLESS_SURFACE_EXTENSION_NAME "VK_EXT_headless_surface" +typedef VkFlags VkHeadlessSurfaceCreateFlagsEXT; +typedef struct VkHeadlessSurfaceCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkHeadlessSurfaceCreateFlagsEXT flags; +} VkHeadlessSurfaceCreateInfoEXT; + +typedef VkResult (VKAPI_PTR *PFN_vkCreateHeadlessSurfaceEXT)(VkInstance instance, const VkHeadlessSurfaceCreateInfoEXT* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkSurfaceKHR* pSurface); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetRefreshCycleDurationGOOGLE(VkDevice device, VkSwapchainKHR swapchain, - VkRefreshCycleDurationGOOGLE* pDisplayTimingProperties); - -VKAPI_ATTR VkResult VKAPI_CALL vkGetPastPresentationTimingGOOGLE(VkDevice device, VkSwapchainKHR swapchain, - uint32_t* pPresentationTimingCount, - VkPastPresentationTimingGOOGLE* pPresentationTimings); +VKAPI_ATTR VkResult VKAPI_CALL vkCreateHeadlessSurfaceEXT( + VkInstance instance, + const VkHeadlessSurfaceCreateInfoEXT* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkSurfaceKHR* pSurface); #endif -#define VK_NV_sample_mask_override_coverage 1 -#define VK_NV_SAMPLE_MASK_OVERRIDE_COVERAGE_SPEC_VERSION 1 -#define VK_NV_SAMPLE_MASK_OVERRIDE_COVERAGE_EXTENSION_NAME "VK_NV_sample_mask_override_coverage" - -#define VK_NV_geometry_shader_passthrough 1 -#define VK_NV_GEOMETRY_SHADER_PASSTHROUGH_SPEC_VERSION 1 -#define VK_NV_GEOMETRY_SHADER_PASSTHROUGH_EXTENSION_NAME "VK_NV_geometry_shader_passthrough" -#define VK_NV_viewport_array2 1 -#define VK_NV_VIEWPORT_ARRAY2_SPEC_VERSION 1 -#define VK_NV_VIEWPORT_ARRAY2_EXTENSION_NAME "VK_NV_viewport_array2" +#define VK_EXT_line_rasterization 1 +#define VK_EXT_LINE_RASTERIZATION_SPEC_VERSION 1 +#define VK_EXT_LINE_RASTERIZATION_EXTENSION_NAME "VK_EXT_line_rasterization" + +typedef enum VkLineRasterizationModeEXT { + VK_LINE_RASTERIZATION_MODE_DEFAULT_EXT = 0, + VK_LINE_RASTERIZATION_MODE_RECTANGULAR_EXT = 1, + VK_LINE_RASTERIZATION_MODE_BRESENHAM_EXT = 2, + VK_LINE_RASTERIZATION_MODE_RECTANGULAR_SMOOTH_EXT = 3, + VK_LINE_RASTERIZATION_MODE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkLineRasterizationModeEXT; +typedef struct VkPhysicalDeviceLineRasterizationFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 rectangularLines; + VkBool32 bresenhamLines; + VkBool32 smoothLines; + VkBool32 stippledRectangularLines; + VkBool32 stippledBresenhamLines; + VkBool32 stippledSmoothLines; +} VkPhysicalDeviceLineRasterizationFeaturesEXT; + +typedef struct VkPhysicalDeviceLineRasterizationPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t lineSubPixelPrecisionBits; +} VkPhysicalDeviceLineRasterizationPropertiesEXT; + +typedef struct VkPipelineRasterizationLineStateCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkLineRasterizationModeEXT lineRasterizationMode; + VkBool32 stippledLineEnable; + uint32_t lineStippleFactor; + uint16_t lineStipplePattern; +} VkPipelineRasterizationLineStateCreateInfoEXT; + +typedef void (VKAPI_PTR *PFN_vkCmdSetLineStippleEXT)(VkCommandBuffer commandBuffer, uint32_t lineStippleFactor, uint16_t lineStipplePattern); -#define VK_NVX_multiview_per_view_attributes 1 -#define VK_NVX_MULTIVIEW_PER_VIEW_ATTRIBUTES_SPEC_VERSION 1 -#define VK_NVX_MULTIVIEW_PER_VIEW_ATTRIBUTES_EXTENSION_NAME "VK_NVX_multiview_per_view_attributes" +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetLineStippleEXT( + VkCommandBuffer commandBuffer, + uint32_t lineStippleFactor, + uint16_t lineStipplePattern); +#endif -typedef struct VkPhysicalDeviceMultiviewPerViewAttributesPropertiesNVX { - VkStructureType sType; - void* pNext; - VkBool32 perViewPositionAllComponents; -} VkPhysicalDeviceMultiviewPerViewAttributesPropertiesNVX; -#define VK_NV_viewport_swizzle 1 -#define VK_NV_VIEWPORT_SWIZZLE_SPEC_VERSION 1 -#define VK_NV_VIEWPORT_SWIZZLE_EXTENSION_NAME "VK_NV_viewport_swizzle" +#define VK_EXT_shader_atomic_float 1 +#define VK_EXT_SHADER_ATOMIC_FLOAT_SPEC_VERSION 1 +#define VK_EXT_SHADER_ATOMIC_FLOAT_EXTENSION_NAME "VK_EXT_shader_atomic_float" +typedef struct VkPhysicalDeviceShaderAtomicFloatFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 shaderBufferFloat32Atomics; + VkBool32 shaderBufferFloat32AtomicAdd; + VkBool32 shaderBufferFloat64Atomics; + VkBool32 shaderBufferFloat64AtomicAdd; + VkBool32 shaderSharedFloat32Atomics; + VkBool32 shaderSharedFloat32AtomicAdd; + VkBool32 shaderSharedFloat64Atomics; + VkBool32 shaderSharedFloat64AtomicAdd; + VkBool32 shaderImageFloat32Atomics; + VkBool32 shaderImageFloat32AtomicAdd; + VkBool32 sparseImageFloat32Atomics; + VkBool32 sparseImageFloat32AtomicAdd; +} VkPhysicalDeviceShaderAtomicFloatFeaturesEXT; -typedef enum VkViewportCoordinateSwizzleNV { - VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_X_NV = 0, - VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_X_NV = 1, - VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_Y_NV = 2, - VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_Y_NV = 3, - VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_Z_NV = 4, - VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_Z_NV = 5, - VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_W_NV = 6, - VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_W_NV = 7, - VK_VIEWPORT_COORDINATE_SWIZZLE_BEGIN_RANGE_NV = VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_X_NV, - VK_VIEWPORT_COORDINATE_SWIZZLE_END_RANGE_NV = VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_W_NV, - VK_VIEWPORT_COORDINATE_SWIZZLE_RANGE_SIZE_NV = - (VK_VIEWPORT_COORDINATE_SWIZZLE_NEGATIVE_W_NV - VK_VIEWPORT_COORDINATE_SWIZZLE_POSITIVE_X_NV + 1), - VK_VIEWPORT_COORDINATE_SWIZZLE_MAX_ENUM_NV = 0x7FFFFFFF -} VkViewportCoordinateSwizzleNV; -typedef VkFlags VkPipelineViewportSwizzleStateCreateFlagsNV; -typedef struct VkViewportSwizzleNV { - VkViewportCoordinateSwizzleNV x; - VkViewportCoordinateSwizzleNV y; - VkViewportCoordinateSwizzleNV z; - VkViewportCoordinateSwizzleNV w; -} VkViewportSwizzleNV; +#define VK_EXT_host_query_reset 1 +#define VK_EXT_HOST_QUERY_RESET_SPEC_VERSION 1 +#define VK_EXT_HOST_QUERY_RESET_EXTENSION_NAME "VK_EXT_host_query_reset" +typedef VkPhysicalDeviceHostQueryResetFeatures VkPhysicalDeviceHostQueryResetFeaturesEXT; -typedef struct VkPipelineViewportSwizzleStateCreateInfoNV { - VkStructureType sType; - const void* pNext; - VkPipelineViewportSwizzleStateCreateFlagsNV flags; - uint32_t viewportCount; - const VkViewportSwizzleNV* pViewportSwizzles; -} VkPipelineViewportSwizzleStateCreateInfoNV; +typedef void (VKAPI_PTR *PFN_vkResetQueryPoolEXT)(VkDevice device, VkQueryPool queryPool, uint32_t firstQuery, uint32_t queryCount); -#define VK_EXT_discard_rectangles 1 -#define VK_EXT_DISCARD_RECTANGLES_SPEC_VERSION 1 -#define VK_EXT_DISCARD_RECTANGLES_EXTENSION_NAME "VK_EXT_discard_rectangles" +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkResetQueryPoolEXT( + VkDevice device, + VkQueryPool queryPool, + uint32_t firstQuery, + uint32_t queryCount); +#endif -typedef enum VkDiscardRectangleModeEXT { - VK_DISCARD_RECTANGLE_MODE_INCLUSIVE_EXT = 0, - VK_DISCARD_RECTANGLE_MODE_EXCLUSIVE_EXT = 1, - VK_DISCARD_RECTANGLE_MODE_BEGIN_RANGE_EXT = VK_DISCARD_RECTANGLE_MODE_INCLUSIVE_EXT, - VK_DISCARD_RECTANGLE_MODE_END_RANGE_EXT = VK_DISCARD_RECTANGLE_MODE_EXCLUSIVE_EXT, - VK_DISCARD_RECTANGLE_MODE_RANGE_SIZE_EXT = - (VK_DISCARD_RECTANGLE_MODE_EXCLUSIVE_EXT - VK_DISCARD_RECTANGLE_MODE_INCLUSIVE_EXT + 1), - VK_DISCARD_RECTANGLE_MODE_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDiscardRectangleModeEXT; -typedef VkFlags VkPipelineDiscardRectangleStateCreateFlagsEXT; +#define VK_EXT_index_type_uint8 1 +#define VK_EXT_INDEX_TYPE_UINT8_SPEC_VERSION 1 +#define VK_EXT_INDEX_TYPE_UINT8_EXTENSION_NAME "VK_EXT_index_type_uint8" +typedef struct VkPhysicalDeviceIndexTypeUint8FeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 indexTypeUint8; +} VkPhysicalDeviceIndexTypeUint8FeaturesEXT; + + + +#define VK_EXT_extended_dynamic_state 1 +#define VK_EXT_EXTENDED_DYNAMIC_STATE_SPEC_VERSION 1 +#define VK_EXT_EXTENDED_DYNAMIC_STATE_EXTENSION_NAME "VK_EXT_extended_dynamic_state" +typedef struct VkPhysicalDeviceExtendedDynamicStateFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 extendedDynamicState; +} VkPhysicalDeviceExtendedDynamicStateFeaturesEXT; + +typedef void (VKAPI_PTR *PFN_vkCmdSetCullModeEXT)(VkCommandBuffer commandBuffer, VkCullModeFlags cullMode); +typedef void (VKAPI_PTR *PFN_vkCmdSetFrontFaceEXT)(VkCommandBuffer commandBuffer, VkFrontFace frontFace); +typedef void (VKAPI_PTR *PFN_vkCmdSetPrimitiveTopologyEXT)(VkCommandBuffer commandBuffer, VkPrimitiveTopology primitiveTopology); +typedef void (VKAPI_PTR *PFN_vkCmdSetViewportWithCountEXT)(VkCommandBuffer commandBuffer, uint32_t viewportCount, const VkViewport* pViewports); +typedef void (VKAPI_PTR *PFN_vkCmdSetScissorWithCountEXT)(VkCommandBuffer commandBuffer, uint32_t scissorCount, const VkRect2D* pScissors); +typedef void (VKAPI_PTR *PFN_vkCmdBindVertexBuffers2EXT)(VkCommandBuffer commandBuffer, uint32_t firstBinding, uint32_t bindingCount, const VkBuffer* pBuffers, const VkDeviceSize* pOffsets, const VkDeviceSize* pSizes, const VkDeviceSize* pStrides); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthTestEnableEXT)(VkCommandBuffer commandBuffer, VkBool32 depthTestEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthWriteEnableEXT)(VkCommandBuffer commandBuffer, VkBool32 depthWriteEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthCompareOpEXT)(VkCommandBuffer commandBuffer, VkCompareOp depthCompareOp); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthBoundsTestEnableEXT)(VkCommandBuffer commandBuffer, VkBool32 depthBoundsTestEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetStencilTestEnableEXT)(VkCommandBuffer commandBuffer, VkBool32 stencilTestEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetStencilOpEXT)(VkCommandBuffer commandBuffer, VkStencilFaceFlags faceMask, VkStencilOp failOp, VkStencilOp passOp, VkStencilOp depthFailOp, VkCompareOp compareOp); -typedef struct VkPhysicalDeviceDiscardRectanglePropertiesEXT { - VkStructureType sType; - void* pNext; - uint32_t maxDiscardRectangles; -} VkPhysicalDeviceDiscardRectanglePropertiesEXT; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetCullModeEXT( + VkCommandBuffer commandBuffer, + VkCullModeFlags cullMode); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetFrontFaceEXT( + VkCommandBuffer commandBuffer, + VkFrontFace frontFace); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetPrimitiveTopologyEXT( + VkCommandBuffer commandBuffer, + VkPrimitiveTopology primitiveTopology); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetViewportWithCountEXT( + VkCommandBuffer commandBuffer, + uint32_t viewportCount, + const VkViewport* pViewports); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetScissorWithCountEXT( + VkCommandBuffer commandBuffer, + uint32_t scissorCount, + const VkRect2D* pScissors); + +VKAPI_ATTR void VKAPI_CALL vkCmdBindVertexBuffers2EXT( + VkCommandBuffer commandBuffer, + uint32_t firstBinding, + uint32_t bindingCount, + const VkBuffer* pBuffers, + const VkDeviceSize* pOffsets, + const VkDeviceSize* pSizes, + const VkDeviceSize* pStrides); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthTestEnableEXT( + VkCommandBuffer commandBuffer, + VkBool32 depthTestEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthWriteEnableEXT( + VkCommandBuffer commandBuffer, + VkBool32 depthWriteEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthCompareOpEXT( + VkCommandBuffer commandBuffer, + VkCompareOp depthCompareOp); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBoundsTestEnableEXT( + VkCommandBuffer commandBuffer, + VkBool32 depthBoundsTestEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilTestEnableEXT( + VkCommandBuffer commandBuffer, + VkBool32 stencilTestEnable); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetStencilOpEXT( + VkCommandBuffer commandBuffer, + VkStencilFaceFlags faceMask, + VkStencilOp failOp, + VkStencilOp passOp, + VkStencilOp depthFailOp, + VkCompareOp compareOp); +#endif -typedef struct VkPipelineDiscardRectangleStateCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkPipelineDiscardRectangleStateCreateFlagsEXT flags; - VkDiscardRectangleModeEXT discardRectangleMode; - uint32_t discardRectangleCount; - const VkRect2D* pDiscardRectangles; -} VkPipelineDiscardRectangleStateCreateInfoEXT; -typedef void(VKAPI_PTR* PFN_vkCmdSetDiscardRectangleEXT)(VkCommandBuffer commandBuffer, uint32_t firstDiscardRectangle, - uint32_t discardRectangleCount, - const VkRect2D* pDiscardRectangles); +#define VK_EXT_shader_atomic_float2 1 +#define VK_EXT_SHADER_ATOMIC_FLOAT_2_SPEC_VERSION 1 +#define VK_EXT_SHADER_ATOMIC_FLOAT_2_EXTENSION_NAME "VK_EXT_shader_atomic_float2" +typedef struct VkPhysicalDeviceShaderAtomicFloat2FeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 shaderBufferFloat16Atomics; + VkBool32 shaderBufferFloat16AtomicAdd; + VkBool32 shaderBufferFloat16AtomicMinMax; + VkBool32 shaderBufferFloat32AtomicMinMax; + VkBool32 shaderBufferFloat64AtomicMinMax; + VkBool32 shaderSharedFloat16Atomics; + VkBool32 shaderSharedFloat16AtomicAdd; + VkBool32 shaderSharedFloat16AtomicMinMax; + VkBool32 shaderSharedFloat32AtomicMinMax; + VkBool32 shaderSharedFloat64AtomicMinMax; + VkBool32 shaderImageFloat32AtomicMinMax; + VkBool32 sparseImageFloat32AtomicMinMax; +} VkPhysicalDeviceShaderAtomicFloat2FeaturesEXT; + + + +#define VK_EXT_shader_demote_to_helper_invocation 1 +#define VK_EXT_SHADER_DEMOTE_TO_HELPER_INVOCATION_SPEC_VERSION 1 +#define VK_EXT_SHADER_DEMOTE_TO_HELPER_INVOCATION_EXTENSION_NAME "VK_EXT_shader_demote_to_helper_invocation" +typedef VkPhysicalDeviceShaderDemoteToHelperInvocationFeatures VkPhysicalDeviceShaderDemoteToHelperInvocationFeaturesEXT; + + + +#define VK_NV_device_generated_commands 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkIndirectCommandsLayoutNV) +#define VK_NV_DEVICE_GENERATED_COMMANDS_SPEC_VERSION 3 +#define VK_NV_DEVICE_GENERATED_COMMANDS_EXTENSION_NAME "VK_NV_device_generated_commands" + +typedef enum VkIndirectCommandsTokenTypeNV { + VK_INDIRECT_COMMANDS_TOKEN_TYPE_SHADER_GROUP_NV = 0, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_STATE_FLAGS_NV = 1, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_INDEX_BUFFER_NV = 2, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_VERTEX_BUFFER_NV = 3, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_PUSH_CONSTANT_NV = 4, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_DRAW_INDEXED_NV = 5, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_DRAW_NV = 6, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_DRAW_TASKS_NV = 7, + VK_INDIRECT_COMMANDS_TOKEN_TYPE_MAX_ENUM_NV = 0x7FFFFFFF +} VkIndirectCommandsTokenTypeNV; + +typedef enum VkIndirectStateFlagBitsNV { + VK_INDIRECT_STATE_FLAG_FRONTFACE_BIT_NV = 0x00000001, + VK_INDIRECT_STATE_FLAG_BITS_MAX_ENUM_NV = 0x7FFFFFFF +} VkIndirectStateFlagBitsNV; +typedef VkFlags VkIndirectStateFlagsNV; + +typedef enum VkIndirectCommandsLayoutUsageFlagBitsNV { + VK_INDIRECT_COMMANDS_LAYOUT_USAGE_EXPLICIT_PREPROCESS_BIT_NV = 0x00000001, + VK_INDIRECT_COMMANDS_LAYOUT_USAGE_INDEXED_SEQUENCES_BIT_NV = 0x00000002, + VK_INDIRECT_COMMANDS_LAYOUT_USAGE_UNORDERED_SEQUENCES_BIT_NV = 0x00000004, + VK_INDIRECT_COMMANDS_LAYOUT_USAGE_FLAG_BITS_MAX_ENUM_NV = 0x7FFFFFFF +} VkIndirectCommandsLayoutUsageFlagBitsNV; +typedef VkFlags VkIndirectCommandsLayoutUsageFlagsNV; +typedef struct VkPhysicalDeviceDeviceGeneratedCommandsPropertiesNV { + VkStructureType sType; + void* pNext; + uint32_t maxGraphicsShaderGroupCount; + uint32_t maxIndirectSequenceCount; + uint32_t maxIndirectCommandsTokenCount; + uint32_t maxIndirectCommandsStreamCount; + uint32_t maxIndirectCommandsTokenOffset; + uint32_t maxIndirectCommandsStreamStride; + uint32_t minSequencesCountBufferOffsetAlignment; + uint32_t minSequencesIndexBufferOffsetAlignment; + uint32_t minIndirectCommandsBufferOffsetAlignment; +} VkPhysicalDeviceDeviceGeneratedCommandsPropertiesNV; + +typedef struct VkPhysicalDeviceDeviceGeneratedCommandsFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 deviceGeneratedCommands; +} VkPhysicalDeviceDeviceGeneratedCommandsFeaturesNV; + +typedef struct VkGraphicsShaderGroupCreateInfoNV { + VkStructureType sType; + const void* pNext; + uint32_t stageCount; + const VkPipelineShaderStageCreateInfo* pStages; + const VkPipelineVertexInputStateCreateInfo* pVertexInputState; + const VkPipelineTessellationStateCreateInfo* pTessellationState; +} VkGraphicsShaderGroupCreateInfoNV; + +typedef struct VkGraphicsPipelineShaderGroupsCreateInfoNV { + VkStructureType sType; + const void* pNext; + uint32_t groupCount; + const VkGraphicsShaderGroupCreateInfoNV* pGroups; + uint32_t pipelineCount; + const VkPipeline* pPipelines; +} VkGraphicsPipelineShaderGroupsCreateInfoNV; + +typedef struct VkBindShaderGroupIndirectCommandNV { + uint32_t groupIndex; +} VkBindShaderGroupIndirectCommandNV; + +typedef struct VkBindIndexBufferIndirectCommandNV { + VkDeviceAddress bufferAddress; + uint32_t size; + VkIndexType indexType; +} VkBindIndexBufferIndirectCommandNV; + +typedef struct VkBindVertexBufferIndirectCommandNV { + VkDeviceAddress bufferAddress; + uint32_t size; + uint32_t stride; +} VkBindVertexBufferIndirectCommandNV; + +typedef struct VkSetStateFlagsIndirectCommandNV { + uint32_t data; +} VkSetStateFlagsIndirectCommandNV; + +typedef struct VkIndirectCommandsStreamNV { + VkBuffer buffer; + VkDeviceSize offset; +} VkIndirectCommandsStreamNV; + +typedef struct VkIndirectCommandsLayoutTokenNV { + VkStructureType sType; + const void* pNext; + VkIndirectCommandsTokenTypeNV tokenType; + uint32_t stream; + uint32_t offset; + uint32_t vertexBindingUnit; + VkBool32 vertexDynamicStride; + VkPipelineLayout pushconstantPipelineLayout; + VkShaderStageFlags pushconstantShaderStageFlags; + uint32_t pushconstantOffset; + uint32_t pushconstantSize; + VkIndirectStateFlagsNV indirectStateFlags; + uint32_t indexTypeCount; + const VkIndexType* pIndexTypes; + const uint32_t* pIndexTypeValues; +} VkIndirectCommandsLayoutTokenNV; + +typedef struct VkIndirectCommandsLayoutCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkIndirectCommandsLayoutUsageFlagsNV flags; + VkPipelineBindPoint pipelineBindPoint; + uint32_t tokenCount; + const VkIndirectCommandsLayoutTokenNV* pTokens; + uint32_t streamCount; + const uint32_t* pStreamStrides; +} VkIndirectCommandsLayoutCreateInfoNV; + +typedef struct VkGeneratedCommandsInfoNV { + VkStructureType sType; + const void* pNext; + VkPipelineBindPoint pipelineBindPoint; + VkPipeline pipeline; + VkIndirectCommandsLayoutNV indirectCommandsLayout; + uint32_t streamCount; + const VkIndirectCommandsStreamNV* pStreams; + uint32_t sequencesCount; + VkBuffer preprocessBuffer; + VkDeviceSize preprocessOffset; + VkDeviceSize preprocessSize; + VkBuffer sequencesCountBuffer; + VkDeviceSize sequencesCountOffset; + VkBuffer sequencesIndexBuffer; + VkDeviceSize sequencesIndexOffset; +} VkGeneratedCommandsInfoNV; + +typedef struct VkGeneratedCommandsMemoryRequirementsInfoNV { + VkStructureType sType; + const void* pNext; + VkPipelineBindPoint pipelineBindPoint; + VkPipeline pipeline; + VkIndirectCommandsLayoutNV indirectCommandsLayout; + uint32_t maxSequencesCount; +} VkGeneratedCommandsMemoryRequirementsInfoNV; + +typedef void (VKAPI_PTR *PFN_vkGetGeneratedCommandsMemoryRequirementsNV)(VkDevice device, const VkGeneratedCommandsMemoryRequirementsInfoNV* pInfo, VkMemoryRequirements2* pMemoryRequirements); +typedef void (VKAPI_PTR *PFN_vkCmdPreprocessGeneratedCommandsNV)(VkCommandBuffer commandBuffer, const VkGeneratedCommandsInfoNV* pGeneratedCommandsInfo); +typedef void (VKAPI_PTR *PFN_vkCmdExecuteGeneratedCommandsNV)(VkCommandBuffer commandBuffer, VkBool32 isPreprocessed, const VkGeneratedCommandsInfoNV* pGeneratedCommandsInfo); +typedef void (VKAPI_PTR *PFN_vkCmdBindPipelineShaderGroupNV)(VkCommandBuffer commandBuffer, VkPipelineBindPoint pipelineBindPoint, VkPipeline pipeline, uint32_t groupIndex); +typedef VkResult (VKAPI_PTR *PFN_vkCreateIndirectCommandsLayoutNV)(VkDevice device, const VkIndirectCommandsLayoutCreateInfoNV* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkIndirectCommandsLayoutNV* pIndirectCommandsLayout); +typedef void (VKAPI_PTR *PFN_vkDestroyIndirectCommandsLayoutNV)(VkDevice device, VkIndirectCommandsLayoutNV indirectCommandsLayout, const VkAllocationCallbacks* pAllocator); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkCmdSetDiscardRectangleEXT(VkCommandBuffer commandBuffer, uint32_t firstDiscardRectangle, - uint32_t discardRectangleCount, - const VkRect2D* pDiscardRectangles); +VKAPI_ATTR void VKAPI_CALL vkGetGeneratedCommandsMemoryRequirementsNV( + VkDevice device, + const VkGeneratedCommandsMemoryRequirementsInfoNV* pInfo, + VkMemoryRequirements2* pMemoryRequirements); + +VKAPI_ATTR void VKAPI_CALL vkCmdPreprocessGeneratedCommandsNV( + VkCommandBuffer commandBuffer, + const VkGeneratedCommandsInfoNV* pGeneratedCommandsInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdExecuteGeneratedCommandsNV( + VkCommandBuffer commandBuffer, + VkBool32 isPreprocessed, + const VkGeneratedCommandsInfoNV* pGeneratedCommandsInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdBindPipelineShaderGroupNV( + VkCommandBuffer commandBuffer, + VkPipelineBindPoint pipelineBindPoint, + VkPipeline pipeline, + uint32_t groupIndex); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateIndirectCommandsLayoutNV( + VkDevice device, + const VkIndirectCommandsLayoutCreateInfoNV* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkIndirectCommandsLayoutNV* pIndirectCommandsLayout); + +VKAPI_ATTR void VKAPI_CALL vkDestroyIndirectCommandsLayoutNV( + VkDevice device, + VkIndirectCommandsLayoutNV indirectCommandsLayout, + const VkAllocationCallbacks* pAllocator); #endif -#define VK_EXT_conservative_rasterization 1 -#define VK_EXT_CONSERVATIVE_RASTERIZATION_SPEC_VERSION 1 -#define VK_EXT_CONSERVATIVE_RASTERIZATION_EXTENSION_NAME "VK_EXT_conservative_rasterization" -typedef enum VkConservativeRasterizationModeEXT { - VK_CONSERVATIVE_RASTERIZATION_MODE_DISABLED_EXT = 0, - VK_CONSERVATIVE_RASTERIZATION_MODE_OVERESTIMATE_EXT = 1, - VK_CONSERVATIVE_RASTERIZATION_MODE_UNDERESTIMATE_EXT = 2, - VK_CONSERVATIVE_RASTERIZATION_MODE_BEGIN_RANGE_EXT = VK_CONSERVATIVE_RASTERIZATION_MODE_DISABLED_EXT, - VK_CONSERVATIVE_RASTERIZATION_MODE_END_RANGE_EXT = VK_CONSERVATIVE_RASTERIZATION_MODE_UNDERESTIMATE_EXT, - VK_CONSERVATIVE_RASTERIZATION_MODE_RANGE_SIZE_EXT = - (VK_CONSERVATIVE_RASTERIZATION_MODE_UNDERESTIMATE_EXT - VK_CONSERVATIVE_RASTERIZATION_MODE_DISABLED_EXT + 1), - VK_CONSERVATIVE_RASTERIZATION_MODE_MAX_ENUM_EXT = 0x7FFFFFFF -} VkConservativeRasterizationModeEXT; +#define VK_NV_inherited_viewport_scissor 1 +#define VK_NV_INHERITED_VIEWPORT_SCISSOR_SPEC_VERSION 1 +#define VK_NV_INHERITED_VIEWPORT_SCISSOR_EXTENSION_NAME "VK_NV_inherited_viewport_scissor" +typedef struct VkPhysicalDeviceInheritedViewportScissorFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 inheritedViewportScissor2D; +} VkPhysicalDeviceInheritedViewportScissorFeaturesNV; + +typedef struct VkCommandBufferInheritanceViewportScissorInfoNV { + VkStructureType sType; + const void* pNext; + VkBool32 viewportScissor2D; + uint32_t viewportDepthCount; + const VkViewport* pViewportDepths; +} VkCommandBufferInheritanceViewportScissorInfoNV; + + + +#define VK_EXT_texel_buffer_alignment 1 +#define VK_EXT_TEXEL_BUFFER_ALIGNMENT_SPEC_VERSION 1 +#define VK_EXT_TEXEL_BUFFER_ALIGNMENT_EXTENSION_NAME "VK_EXT_texel_buffer_alignment" +typedef struct VkPhysicalDeviceTexelBufferAlignmentFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 texelBufferAlignment; +} VkPhysicalDeviceTexelBufferAlignmentFeaturesEXT; + +typedef VkPhysicalDeviceTexelBufferAlignmentProperties VkPhysicalDeviceTexelBufferAlignmentPropertiesEXT; + + + +#define VK_QCOM_render_pass_transform 1 +#define VK_QCOM_RENDER_PASS_TRANSFORM_SPEC_VERSION 2 +#define VK_QCOM_RENDER_PASS_TRANSFORM_EXTENSION_NAME "VK_QCOM_render_pass_transform" +typedef struct VkRenderPassTransformBeginInfoQCOM { + VkStructureType sType; + void* pNext; + VkSurfaceTransformFlagBitsKHR transform; +} VkRenderPassTransformBeginInfoQCOM; + +typedef struct VkCommandBufferInheritanceRenderPassTransformInfoQCOM { + VkStructureType sType; + void* pNext; + VkSurfaceTransformFlagBitsKHR transform; + VkRect2D renderArea; +} VkCommandBufferInheritanceRenderPassTransformInfoQCOM; + + + +#define VK_EXT_device_memory_report 1 +#define VK_EXT_DEVICE_MEMORY_REPORT_SPEC_VERSION 2 +#define VK_EXT_DEVICE_MEMORY_REPORT_EXTENSION_NAME "VK_EXT_device_memory_report" + +typedef enum VkDeviceMemoryReportEventTypeEXT { + VK_DEVICE_MEMORY_REPORT_EVENT_TYPE_ALLOCATE_EXT = 0, + VK_DEVICE_MEMORY_REPORT_EVENT_TYPE_FREE_EXT = 1, + VK_DEVICE_MEMORY_REPORT_EVENT_TYPE_IMPORT_EXT = 2, + VK_DEVICE_MEMORY_REPORT_EVENT_TYPE_UNIMPORT_EXT = 3, + VK_DEVICE_MEMORY_REPORT_EVENT_TYPE_ALLOCATION_FAILED_EXT = 4, + VK_DEVICE_MEMORY_REPORT_EVENT_TYPE_MAX_ENUM_EXT = 0x7FFFFFFF +} VkDeviceMemoryReportEventTypeEXT; +typedef VkFlags VkDeviceMemoryReportFlagsEXT; +typedef struct VkPhysicalDeviceDeviceMemoryReportFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 deviceMemoryReport; +} VkPhysicalDeviceDeviceMemoryReportFeaturesEXT; + +typedef struct VkDeviceMemoryReportCallbackDataEXT { + VkStructureType sType; + void* pNext; + VkDeviceMemoryReportFlagsEXT flags; + VkDeviceMemoryReportEventTypeEXT type; + uint64_t memoryObjectId; + VkDeviceSize size; + VkObjectType objectType; + uint64_t objectHandle; + uint32_t heapIndex; +} VkDeviceMemoryReportCallbackDataEXT; + +typedef void (VKAPI_PTR *PFN_vkDeviceMemoryReportCallbackEXT)( + const VkDeviceMemoryReportCallbackDataEXT* pCallbackData, + void* pUserData); + +typedef struct VkDeviceDeviceMemoryReportCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkDeviceMemoryReportFlagsEXT flags; + PFN_vkDeviceMemoryReportCallbackEXT pfnUserCallback; + void* pUserData; +} VkDeviceDeviceMemoryReportCreateInfoEXT; + + + +#define VK_EXT_acquire_drm_display 1 +#define VK_EXT_ACQUIRE_DRM_DISPLAY_SPEC_VERSION 1 +#define VK_EXT_ACQUIRE_DRM_DISPLAY_EXTENSION_NAME "VK_EXT_acquire_drm_display" +typedef VkResult (VKAPI_PTR *PFN_vkAcquireDrmDisplayEXT)(VkPhysicalDevice physicalDevice, int32_t drmFd, VkDisplayKHR display); +typedef VkResult (VKAPI_PTR *PFN_vkGetDrmDisplayEXT)(VkPhysicalDevice physicalDevice, int32_t drmFd, uint32_t connectorId, VkDisplayKHR* display); -typedef VkFlags VkPipelineRasterizationConservativeStateCreateFlagsEXT; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkAcquireDrmDisplayEXT( + VkPhysicalDevice physicalDevice, + int32_t drmFd, + VkDisplayKHR display); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetDrmDisplayEXT( + VkPhysicalDevice physicalDevice, + int32_t drmFd, + uint32_t connectorId, + VkDisplayKHR* display); +#endif -typedef struct VkPhysicalDeviceConservativeRasterizationPropertiesEXT { - VkStructureType sType; - void* pNext; - float primitiveOverestimationSize; - float maxExtraPrimitiveOverestimationSize; - float extraPrimitiveOverestimationSizeGranularity; - VkBool32 primitiveUnderestimation; - VkBool32 conservativePointAndLineRasterization; - VkBool32 degenerateTrianglesRasterized; - VkBool32 degenerateLinesRasterized; - VkBool32 fullyCoveredFragmentShaderInputVariable; - VkBool32 conservativeRasterizationPostDepthCoverage; -} VkPhysicalDeviceConservativeRasterizationPropertiesEXT; -typedef struct VkPipelineRasterizationConservativeStateCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkPipelineRasterizationConservativeStateCreateFlagsEXT flags; - VkConservativeRasterizationModeEXT conservativeRasterizationMode; - float extraPrimitiveOverestimationSize; -} VkPipelineRasterizationConservativeStateCreateInfoEXT; +#define VK_EXT_robustness2 1 +#define VK_EXT_ROBUSTNESS_2_SPEC_VERSION 1 +#define VK_EXT_ROBUSTNESS_2_EXTENSION_NAME "VK_EXT_robustness2" +typedef struct VkPhysicalDeviceRobustness2FeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 robustBufferAccess2; + VkBool32 robustImageAccess2; + VkBool32 nullDescriptor; +} VkPhysicalDeviceRobustness2FeaturesEXT; -#define VK_EXT_swapchain_colorspace 1 -#define VK_EXT_SWAPCHAIN_COLOR_SPACE_SPEC_VERSION 3 -#define VK_EXT_SWAPCHAIN_COLOR_SPACE_EXTENSION_NAME "VK_EXT_swapchain_colorspace" +typedef struct VkPhysicalDeviceRobustness2PropertiesEXT { + VkStructureType sType; + void* pNext; + VkDeviceSize robustStorageBufferAccessSizeAlignment; + VkDeviceSize robustUniformBufferAccessSizeAlignment; +} VkPhysicalDeviceRobustness2PropertiesEXT; -#define VK_EXT_hdr_metadata 1 -#define VK_EXT_HDR_METADATA_SPEC_VERSION 1 -#define VK_EXT_HDR_METADATA_EXTENSION_NAME "VK_EXT_hdr_metadata" -typedef struct VkXYColorEXT { - float x; - float y; -} VkXYColorEXT; -typedef struct VkHdrMetadataEXT { - VkStructureType sType; - const void* pNext; - VkXYColorEXT displayPrimaryRed; - VkXYColorEXT displayPrimaryGreen; - VkXYColorEXT displayPrimaryBlue; - VkXYColorEXT whitePoint; - float maxLuminance; - float minLuminance; - float maxContentLightLevel; - float maxFrameAverageLightLevel; -} VkHdrMetadataEXT; +#define VK_EXT_custom_border_color 1 +#define VK_EXT_CUSTOM_BORDER_COLOR_SPEC_VERSION 12 +#define VK_EXT_CUSTOM_BORDER_COLOR_EXTENSION_NAME "VK_EXT_custom_border_color" +typedef struct VkSamplerCustomBorderColorCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkClearColorValue customBorderColor; + VkFormat format; +} VkSamplerCustomBorderColorCreateInfoEXT; -typedef void(VKAPI_PTR* PFN_vkSetHdrMetadataEXT)(VkDevice device, uint32_t swapchainCount, - const VkSwapchainKHR* pSwapchains, const VkHdrMetadataEXT* pMetadata); +typedef struct VkPhysicalDeviceCustomBorderColorPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t maxCustomBorderColorSamplers; +} VkPhysicalDeviceCustomBorderColorPropertiesEXT; -#ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkSetHdrMetadataEXT(VkDevice device, uint32_t swapchainCount, - const VkSwapchainKHR* pSwapchains, const VkHdrMetadataEXT* pMetadata); -#endif +typedef struct VkPhysicalDeviceCustomBorderColorFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 customBorderColors; + VkBool32 customBorderColorWithoutFormat; +} VkPhysicalDeviceCustomBorderColorFeaturesEXT; -#define VK_EXT_external_memory_dma_buf 1 -#define VK_EXT_EXTERNAL_MEMORY_DMA_BUF_SPEC_VERSION 1 -#define VK_EXT_EXTERNAL_MEMORY_DMA_BUF_EXTENSION_NAME "VK_EXT_external_memory_dma_buf" -#define VK_EXT_queue_family_foreign 1 -#define VK_EXT_QUEUE_FAMILY_FOREIGN_SPEC_VERSION 1 -#define VK_EXT_QUEUE_FAMILY_FOREIGN_EXTENSION_NAME "VK_EXT_queue_family_foreign" -#define VK_QUEUE_FAMILY_FOREIGN_EXT (~0U - 2) -#define VK_EXT_debug_utils 1 -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkDebugUtilsMessengerEXT) +#define VK_GOOGLE_user_type 1 +#define VK_GOOGLE_USER_TYPE_SPEC_VERSION 1 +#define VK_GOOGLE_USER_TYPE_EXTENSION_NAME "VK_GOOGLE_user_type" -#define VK_EXT_DEBUG_UTILS_SPEC_VERSION 1 -#define VK_EXT_DEBUG_UTILS_EXTENSION_NAME "VK_EXT_debug_utils" -typedef VkFlags VkDebugUtilsMessengerCallbackDataFlagsEXT; -typedef VkFlags VkDebugUtilsMessengerCreateFlagsEXT; +#define VK_EXT_private_data 1 +typedef VkPrivateDataSlot VkPrivateDataSlotEXT; -typedef enum VkDebugUtilsMessageSeverityFlagBitsEXT { - VK_DEBUG_UTILS_MESSAGE_SEVERITY_VERBOSE_BIT_EXT = 0x00000001, - VK_DEBUG_UTILS_MESSAGE_SEVERITY_INFO_BIT_EXT = 0x00000010, - VK_DEBUG_UTILS_MESSAGE_SEVERITY_WARNING_BIT_EXT = 0x00000100, - VK_DEBUG_UTILS_MESSAGE_SEVERITY_ERROR_BIT_EXT = 0x00001000, - VK_DEBUG_UTILS_MESSAGE_SEVERITY_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDebugUtilsMessageSeverityFlagBitsEXT; -typedef VkFlags VkDebugUtilsMessageSeverityFlagsEXT; +#define VK_EXT_PRIVATE_DATA_SPEC_VERSION 1 +#define VK_EXT_PRIVATE_DATA_EXTENSION_NAME "VK_EXT_private_data" +typedef VkPrivateDataSlotCreateFlags VkPrivateDataSlotCreateFlagsEXT; -typedef enum VkDebugUtilsMessageTypeFlagBitsEXT { - VK_DEBUG_UTILS_MESSAGE_TYPE_GENERAL_BIT_EXT = 0x00000001, - VK_DEBUG_UTILS_MESSAGE_TYPE_VALIDATION_BIT_EXT = 0x00000002, - VK_DEBUG_UTILS_MESSAGE_TYPE_PERFORMANCE_BIT_EXT = 0x00000004, - VK_DEBUG_UTILS_MESSAGE_TYPE_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDebugUtilsMessageTypeFlagBitsEXT; -typedef VkFlags VkDebugUtilsMessageTypeFlagsEXT; +typedef VkPrivateDataSlotCreateFlagBits VkPrivateDataSlotCreateFlagBitsEXT; -typedef struct VkDebugUtilsObjectNameInfoEXT { - VkStructureType sType; - const void* pNext; - VkObjectType objectType; - uint64_t objectHandle; - const char* pObjectName; -} VkDebugUtilsObjectNameInfoEXT; +typedef VkPhysicalDevicePrivateDataFeatures VkPhysicalDevicePrivateDataFeaturesEXT; -typedef struct VkDebugUtilsObjectTagInfoEXT { - VkStructureType sType; - const void* pNext; - VkObjectType objectType; - uint64_t objectHandle; - uint64_t tagName; - size_t tagSize; - const void* pTag; -} VkDebugUtilsObjectTagInfoEXT; +typedef VkDevicePrivateDataCreateInfo VkDevicePrivateDataCreateInfoEXT; -typedef struct VkDebugUtilsLabelEXT { - VkStructureType sType; - const void* pNext; - const char* pLabelName; - float color[4]; -} VkDebugUtilsLabelEXT; +typedef VkPrivateDataSlotCreateInfo VkPrivateDataSlotCreateInfoEXT; -typedef struct VkDebugUtilsMessengerCallbackDataEXT { - VkStructureType sType; - const void* pNext; - VkDebugUtilsMessengerCallbackDataFlagsEXT flags; - const char* pMessageIdName; - int32_t messageIdNumber; - const char* pMessage; - uint32_t queueLabelCount; - VkDebugUtilsLabelEXT* pQueueLabels; - uint32_t cmdBufLabelCount; - VkDebugUtilsLabelEXT* pCmdBufLabels; - uint32_t objectCount; - VkDebugUtilsObjectNameInfoEXT* pObjects; -} VkDebugUtilsMessengerCallbackDataEXT; +typedef VkResult (VKAPI_PTR *PFN_vkCreatePrivateDataSlotEXT)(VkDevice device, const VkPrivateDataSlotCreateInfo* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkPrivateDataSlot* pPrivateDataSlot); +typedef void (VKAPI_PTR *PFN_vkDestroyPrivateDataSlotEXT)(VkDevice device, VkPrivateDataSlot privateDataSlot, const VkAllocationCallbacks* pAllocator); +typedef VkResult (VKAPI_PTR *PFN_vkSetPrivateDataEXT)(VkDevice device, VkObjectType objectType, uint64_t objectHandle, VkPrivateDataSlot privateDataSlot, uint64_t data); +typedef void (VKAPI_PTR *PFN_vkGetPrivateDataEXT)(VkDevice device, VkObjectType objectType, uint64_t objectHandle, VkPrivateDataSlot privateDataSlot, uint64_t* pData); -typedef VkBool32(VKAPI_PTR* PFN_vkDebugUtilsMessengerCallbackEXT)( - VkDebugUtilsMessageSeverityFlagBitsEXT messageSeverity, VkDebugUtilsMessageTypeFlagsEXT messageType, - const VkDebugUtilsMessengerCallbackDataEXT* pCallbackData, void* pUserData); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkCreatePrivateDataSlotEXT( + VkDevice device, + const VkPrivateDataSlotCreateInfo* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkPrivateDataSlot* pPrivateDataSlot); + +VKAPI_ATTR void VKAPI_CALL vkDestroyPrivateDataSlotEXT( + VkDevice device, + VkPrivateDataSlot privateDataSlot, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR VkResult VKAPI_CALL vkSetPrivateDataEXT( + VkDevice device, + VkObjectType objectType, + uint64_t objectHandle, + VkPrivateDataSlot privateDataSlot, + uint64_t data); + +VKAPI_ATTR void VKAPI_CALL vkGetPrivateDataEXT( + VkDevice device, + VkObjectType objectType, + uint64_t objectHandle, + VkPrivateDataSlot privateDataSlot, + uint64_t* pData); +#endif -typedef struct VkDebugUtilsMessengerCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkDebugUtilsMessengerCreateFlagsEXT flags; - VkDebugUtilsMessageSeverityFlagsEXT messageSeverity; - VkDebugUtilsMessageTypeFlagsEXT messageType; - PFN_vkDebugUtilsMessengerCallbackEXT pfnUserCallback; - void* pUserData; -} VkDebugUtilsMessengerCreateInfoEXT; -typedef VkResult(VKAPI_PTR* PFN_vkSetDebugUtilsObjectNameEXT)(VkDevice device, - const VkDebugUtilsObjectNameInfoEXT* pNameInfo); -typedef VkResult(VKAPI_PTR* PFN_vkSetDebugUtilsObjectTagEXT)(VkDevice device, - const VkDebugUtilsObjectTagInfoEXT* pTagInfo); -typedef void(VKAPI_PTR* PFN_vkQueueBeginDebugUtilsLabelEXT)(VkQueue queue, const VkDebugUtilsLabelEXT* pLabelInfo); -typedef void(VKAPI_PTR* PFN_vkQueueEndDebugUtilsLabelEXT)(VkQueue queue); -typedef void(VKAPI_PTR* PFN_vkQueueInsertDebugUtilsLabelEXT)(VkQueue queue, const VkDebugUtilsLabelEXT* pLabelInfo); -typedef void(VKAPI_PTR* PFN_vkCmdBeginDebugUtilsLabelEXT)(VkCommandBuffer commandBuffer, - const VkDebugUtilsLabelEXT* pLabelInfo); -typedef void(VKAPI_PTR* PFN_vkCmdEndDebugUtilsLabelEXT)(VkCommandBuffer commandBuffer); -typedef void(VKAPI_PTR* PFN_vkCmdInsertDebugUtilsLabelEXT)(VkCommandBuffer commandBuffer, - const VkDebugUtilsLabelEXT* pLabelInfo); -typedef VkResult(VKAPI_PTR* PFN_vkCreateDebugUtilsMessengerEXT)(VkInstance instance, - const VkDebugUtilsMessengerCreateInfoEXT* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDebugUtilsMessengerEXT* pMessenger); -typedef void(VKAPI_PTR* PFN_vkDestroyDebugUtilsMessengerEXT)(VkInstance instance, VkDebugUtilsMessengerEXT messenger, - const VkAllocationCallbacks* pAllocator); -typedef void(VKAPI_PTR* PFN_vkSubmitDebugUtilsMessageEXT)(VkInstance instance, - VkDebugUtilsMessageSeverityFlagBitsEXT messageSeverity, - VkDebugUtilsMessageTypeFlagsEXT messageTypes, - const VkDebugUtilsMessengerCallbackDataEXT* pCallbackData); +#define VK_EXT_pipeline_creation_cache_control 1 +#define VK_EXT_PIPELINE_CREATION_CACHE_CONTROL_SPEC_VERSION 3 +#define VK_EXT_PIPELINE_CREATION_CACHE_CONTROL_EXTENSION_NAME "VK_EXT_pipeline_creation_cache_control" +typedef VkPhysicalDevicePipelineCreationCacheControlFeatures VkPhysicalDevicePipelineCreationCacheControlFeaturesEXT; + + + +#define VK_NV_device_diagnostics_config 1 +#define VK_NV_DEVICE_DIAGNOSTICS_CONFIG_SPEC_VERSION 1 +#define VK_NV_DEVICE_DIAGNOSTICS_CONFIG_EXTENSION_NAME "VK_NV_device_diagnostics_config" + +typedef enum VkDeviceDiagnosticsConfigFlagBitsNV { + VK_DEVICE_DIAGNOSTICS_CONFIG_ENABLE_SHADER_DEBUG_INFO_BIT_NV = 0x00000001, + VK_DEVICE_DIAGNOSTICS_CONFIG_ENABLE_RESOURCE_TRACKING_BIT_NV = 0x00000002, + VK_DEVICE_DIAGNOSTICS_CONFIG_ENABLE_AUTOMATIC_CHECKPOINTS_BIT_NV = 0x00000004, + VK_DEVICE_DIAGNOSTICS_CONFIG_FLAG_BITS_MAX_ENUM_NV = 0x7FFFFFFF +} VkDeviceDiagnosticsConfigFlagBitsNV; +typedef VkFlags VkDeviceDiagnosticsConfigFlagsNV; +typedef struct VkPhysicalDeviceDiagnosticsConfigFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 diagnosticsConfig; +} VkPhysicalDeviceDiagnosticsConfigFeaturesNV; + +typedef struct VkDeviceDiagnosticsConfigCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkDeviceDiagnosticsConfigFlagsNV flags; +} VkDeviceDiagnosticsConfigCreateInfoNV; + + + +#define VK_QCOM_render_pass_store_ops 1 +#define VK_QCOM_RENDER_PASS_STORE_OPS_SPEC_VERSION 2 +#define VK_QCOM_RENDER_PASS_STORE_OPS_EXTENSION_NAME "VK_QCOM_render_pass_store_ops" + + +#define VK_NV_fragment_shading_rate_enums 1 +#define VK_NV_FRAGMENT_SHADING_RATE_ENUMS_SPEC_VERSION 1 +#define VK_NV_FRAGMENT_SHADING_RATE_ENUMS_EXTENSION_NAME "VK_NV_fragment_shading_rate_enums" + +typedef enum VkFragmentShadingRateTypeNV { + VK_FRAGMENT_SHADING_RATE_TYPE_FRAGMENT_SIZE_NV = 0, + VK_FRAGMENT_SHADING_RATE_TYPE_ENUMS_NV = 1, + VK_FRAGMENT_SHADING_RATE_TYPE_MAX_ENUM_NV = 0x7FFFFFFF +} VkFragmentShadingRateTypeNV; + +typedef enum VkFragmentShadingRateNV { + VK_FRAGMENT_SHADING_RATE_1_INVOCATION_PER_PIXEL_NV = 0, + VK_FRAGMENT_SHADING_RATE_1_INVOCATION_PER_1X2_PIXELS_NV = 1, + VK_FRAGMENT_SHADING_RATE_1_INVOCATION_PER_2X1_PIXELS_NV = 4, + VK_FRAGMENT_SHADING_RATE_1_INVOCATION_PER_2X2_PIXELS_NV = 5, + VK_FRAGMENT_SHADING_RATE_1_INVOCATION_PER_2X4_PIXELS_NV = 6, + VK_FRAGMENT_SHADING_RATE_1_INVOCATION_PER_4X2_PIXELS_NV = 9, + VK_FRAGMENT_SHADING_RATE_1_INVOCATION_PER_4X4_PIXELS_NV = 10, + VK_FRAGMENT_SHADING_RATE_2_INVOCATIONS_PER_PIXEL_NV = 11, + VK_FRAGMENT_SHADING_RATE_4_INVOCATIONS_PER_PIXEL_NV = 12, + VK_FRAGMENT_SHADING_RATE_8_INVOCATIONS_PER_PIXEL_NV = 13, + VK_FRAGMENT_SHADING_RATE_16_INVOCATIONS_PER_PIXEL_NV = 14, + VK_FRAGMENT_SHADING_RATE_NO_INVOCATIONS_NV = 15, + VK_FRAGMENT_SHADING_RATE_MAX_ENUM_NV = 0x7FFFFFFF +} VkFragmentShadingRateNV; +typedef struct VkPhysicalDeviceFragmentShadingRateEnumsFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 fragmentShadingRateEnums; + VkBool32 supersampleFragmentShadingRates; + VkBool32 noInvocationFragmentShadingRates; +} VkPhysicalDeviceFragmentShadingRateEnumsFeaturesNV; + +typedef struct VkPhysicalDeviceFragmentShadingRateEnumsPropertiesNV { + VkStructureType sType; + void* pNext; + VkSampleCountFlagBits maxFragmentShadingRateInvocationCount; +} VkPhysicalDeviceFragmentShadingRateEnumsPropertiesNV; + +typedef struct VkPipelineFragmentShadingRateEnumStateCreateInfoNV { + VkStructureType sType; + const void* pNext; + VkFragmentShadingRateTypeNV shadingRateType; + VkFragmentShadingRateNV shadingRate; + VkFragmentShadingRateCombinerOpKHR combinerOps[2]; +} VkPipelineFragmentShadingRateEnumStateCreateInfoNV; + +typedef void (VKAPI_PTR *PFN_vkCmdSetFragmentShadingRateEnumNV)(VkCommandBuffer commandBuffer, VkFragmentShadingRateNV shadingRate, const VkFragmentShadingRateCombinerOpKHR combinerOps[2]); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkSetDebugUtilsObjectNameEXT(VkDevice device, - const VkDebugUtilsObjectNameInfoEXT* pNameInfo); +VKAPI_ATTR void VKAPI_CALL vkCmdSetFragmentShadingRateEnumNV( + VkCommandBuffer commandBuffer, + VkFragmentShadingRateNV shadingRate, + const VkFragmentShadingRateCombinerOpKHR combinerOps[2]); +#endif + + +#define VK_NV_ray_tracing_motion_blur 1 +#define VK_NV_RAY_TRACING_MOTION_BLUR_SPEC_VERSION 1 +#define VK_NV_RAY_TRACING_MOTION_BLUR_EXTENSION_NAME "VK_NV_ray_tracing_motion_blur" + +typedef enum VkAccelerationStructureMotionInstanceTypeNV { + VK_ACCELERATION_STRUCTURE_MOTION_INSTANCE_TYPE_STATIC_NV = 0, + VK_ACCELERATION_STRUCTURE_MOTION_INSTANCE_TYPE_MATRIX_MOTION_NV = 1, + VK_ACCELERATION_STRUCTURE_MOTION_INSTANCE_TYPE_SRT_MOTION_NV = 2, + VK_ACCELERATION_STRUCTURE_MOTION_INSTANCE_TYPE_MAX_ENUM_NV = 0x7FFFFFFF +} VkAccelerationStructureMotionInstanceTypeNV; +typedef VkFlags VkAccelerationStructureMotionInfoFlagsNV; +typedef VkFlags VkAccelerationStructureMotionInstanceFlagsNV; +typedef union VkDeviceOrHostAddressConstKHR { + VkDeviceAddress deviceAddress; + const void* hostAddress; +} VkDeviceOrHostAddressConstKHR; + +typedef struct VkAccelerationStructureGeometryMotionTrianglesDataNV { + VkStructureType sType; + const void* pNext; + VkDeviceOrHostAddressConstKHR vertexData; +} VkAccelerationStructureGeometryMotionTrianglesDataNV; + +typedef struct VkAccelerationStructureMotionInfoNV { + VkStructureType sType; + const void* pNext; + uint32_t maxInstances; + VkAccelerationStructureMotionInfoFlagsNV flags; +} VkAccelerationStructureMotionInfoNV; + +typedef struct VkAccelerationStructureMatrixMotionInstanceNV { + VkTransformMatrixKHR transformT0; + VkTransformMatrixKHR transformT1; + uint32_t instanceCustomIndex:24; + uint32_t mask:8; + uint32_t instanceShaderBindingTableRecordOffset:24; + VkGeometryInstanceFlagsKHR flags:8; + uint64_t accelerationStructureReference; +} VkAccelerationStructureMatrixMotionInstanceNV; + +typedef struct VkSRTDataNV { + float sx; + float a; + float b; + float pvx; + float sy; + float c; + float pvy; + float sz; + float pvz; + float qx; + float qy; + float qz; + float qw; + float tx; + float ty; + float tz; +} VkSRTDataNV; + +typedef struct VkAccelerationStructureSRTMotionInstanceNV { + VkSRTDataNV transformT0; + VkSRTDataNV transformT1; + uint32_t instanceCustomIndex:24; + uint32_t mask:8; + uint32_t instanceShaderBindingTableRecordOffset:24; + VkGeometryInstanceFlagsKHR flags:8; + uint64_t accelerationStructureReference; +} VkAccelerationStructureSRTMotionInstanceNV; + +typedef union VkAccelerationStructureMotionInstanceDataNV { + VkAccelerationStructureInstanceKHR staticInstance; + VkAccelerationStructureMatrixMotionInstanceNV matrixMotionInstance; + VkAccelerationStructureSRTMotionInstanceNV srtMotionInstance; +} VkAccelerationStructureMotionInstanceDataNV; + +typedef struct VkAccelerationStructureMotionInstanceNV { + VkAccelerationStructureMotionInstanceTypeNV type; + VkAccelerationStructureMotionInstanceFlagsNV flags; + VkAccelerationStructureMotionInstanceDataNV data; +} VkAccelerationStructureMotionInstanceNV; + +typedef struct VkPhysicalDeviceRayTracingMotionBlurFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 rayTracingMotionBlur; + VkBool32 rayTracingMotionBlurPipelineTraceRaysIndirect; +} VkPhysicalDeviceRayTracingMotionBlurFeaturesNV; + + + +#define VK_EXT_ycbcr_2plane_444_formats 1 +#define VK_EXT_YCBCR_2PLANE_444_FORMATS_SPEC_VERSION 1 +#define VK_EXT_YCBCR_2PLANE_444_FORMATS_EXTENSION_NAME "VK_EXT_ycbcr_2plane_444_formats" +typedef struct VkPhysicalDeviceYcbcr2Plane444FormatsFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 ycbcr2plane444Formats; +} VkPhysicalDeviceYcbcr2Plane444FormatsFeaturesEXT; + + + +#define VK_EXT_fragment_density_map2 1 +#define VK_EXT_FRAGMENT_DENSITY_MAP_2_SPEC_VERSION 1 +#define VK_EXT_FRAGMENT_DENSITY_MAP_2_EXTENSION_NAME "VK_EXT_fragment_density_map2" +typedef struct VkPhysicalDeviceFragmentDensityMap2FeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 fragmentDensityMapDeferred; +} VkPhysicalDeviceFragmentDensityMap2FeaturesEXT; + +typedef struct VkPhysicalDeviceFragmentDensityMap2PropertiesEXT { + VkStructureType sType; + void* pNext; + VkBool32 subsampledLoads; + VkBool32 subsampledCoarseReconstructionEarlyAccess; + uint32_t maxSubsampledArrayLayers; + uint32_t maxDescriptorSetSubsampledSamplers; +} VkPhysicalDeviceFragmentDensityMap2PropertiesEXT; + + + +#define VK_QCOM_rotated_copy_commands 1 +#define VK_QCOM_ROTATED_COPY_COMMANDS_SPEC_VERSION 1 +#define VK_QCOM_ROTATED_COPY_COMMANDS_EXTENSION_NAME "VK_QCOM_rotated_copy_commands" +typedef struct VkCopyCommandTransformInfoQCOM { + VkStructureType sType; + const void* pNext; + VkSurfaceTransformFlagBitsKHR transform; +} VkCopyCommandTransformInfoQCOM; + + + +#define VK_EXT_image_robustness 1 +#define VK_EXT_IMAGE_ROBUSTNESS_SPEC_VERSION 1 +#define VK_EXT_IMAGE_ROBUSTNESS_EXTENSION_NAME "VK_EXT_image_robustness" +typedef VkPhysicalDeviceImageRobustnessFeatures VkPhysicalDeviceImageRobustnessFeaturesEXT; + + + +#define VK_EXT_4444_formats 1 +#define VK_EXT_4444_FORMATS_SPEC_VERSION 1 +#define VK_EXT_4444_FORMATS_EXTENSION_NAME "VK_EXT_4444_formats" +typedef struct VkPhysicalDevice4444FormatsFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 formatA4R4G4B4; + VkBool32 formatA4B4G4R4; +} VkPhysicalDevice4444FormatsFeaturesEXT; + + + +#define VK_ARM_rasterization_order_attachment_access 1 +#define VK_ARM_RASTERIZATION_ORDER_ATTACHMENT_ACCESS_SPEC_VERSION 1 +#define VK_ARM_RASTERIZATION_ORDER_ATTACHMENT_ACCESS_EXTENSION_NAME "VK_ARM_rasterization_order_attachment_access" +typedef struct VkPhysicalDeviceRasterizationOrderAttachmentAccessFeaturesARM { + VkStructureType sType; + const void* pNext; + VkBool32 rasterizationOrderColorAttachmentAccess; + VkBool32 rasterizationOrderDepthAttachmentAccess; + VkBool32 rasterizationOrderStencilAttachmentAccess; +} VkPhysicalDeviceRasterizationOrderAttachmentAccessFeaturesARM; -VKAPI_ATTR VkResult VKAPI_CALL vkSetDebugUtilsObjectTagEXT(VkDevice device, - const VkDebugUtilsObjectTagInfoEXT* pTagInfo); -VKAPI_ATTR void VKAPI_CALL vkQueueBeginDebugUtilsLabelEXT(VkQueue queue, const VkDebugUtilsLabelEXT* pLabelInfo); -VKAPI_ATTR void VKAPI_CALL vkQueueEndDebugUtilsLabelEXT(VkQueue queue); +#define VK_EXT_rgba10x6_formats 1 +#define VK_EXT_RGBA10X6_FORMATS_SPEC_VERSION 1 +#define VK_EXT_RGBA10X6_FORMATS_EXTENSION_NAME "VK_EXT_rgba10x6_formats" +typedef struct VkPhysicalDeviceRGBA10X6FormatsFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 formatRgba10x6WithoutYCbCrSampler; +} VkPhysicalDeviceRGBA10X6FormatsFeaturesEXT; -VKAPI_ATTR void VKAPI_CALL vkQueueInsertDebugUtilsLabelEXT(VkQueue queue, const VkDebugUtilsLabelEXT* pLabelInfo); -VKAPI_ATTR void VKAPI_CALL vkCmdBeginDebugUtilsLabelEXT(VkCommandBuffer commandBuffer, - const VkDebugUtilsLabelEXT* pLabelInfo); -VKAPI_ATTR void VKAPI_CALL vkCmdEndDebugUtilsLabelEXT(VkCommandBuffer commandBuffer); +#define VK_NV_acquire_winrt_display 1 +#define VK_NV_ACQUIRE_WINRT_DISPLAY_SPEC_VERSION 1 +#define VK_NV_ACQUIRE_WINRT_DISPLAY_EXTENSION_NAME "VK_NV_acquire_winrt_display" +typedef VkResult (VKAPI_PTR *PFN_vkAcquireWinrtDisplayNV)(VkPhysicalDevice physicalDevice, VkDisplayKHR display); +typedef VkResult (VKAPI_PTR *PFN_vkGetWinrtDisplayNV)(VkPhysicalDevice physicalDevice, uint32_t deviceRelativeId, VkDisplayKHR* pDisplay); -VKAPI_ATTR void VKAPI_CALL vkCmdInsertDebugUtilsLabelEXT(VkCommandBuffer commandBuffer, - const VkDebugUtilsLabelEXT* pLabelInfo); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkAcquireWinrtDisplayNV( + VkPhysicalDevice physicalDevice, + VkDisplayKHR display); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetWinrtDisplayNV( + VkPhysicalDevice physicalDevice, + uint32_t deviceRelativeId, + VkDisplayKHR* pDisplay); +#endif -VKAPI_ATTR VkResult VKAPI_CALL vkCreateDebugUtilsMessengerEXT(VkInstance instance, - const VkDebugUtilsMessengerCreateInfoEXT* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkDebugUtilsMessengerEXT* pMessenger); -VKAPI_ATTR void VKAPI_CALL vkDestroyDebugUtilsMessengerEXT(VkInstance instance, VkDebugUtilsMessengerEXT messenger, - const VkAllocationCallbacks* pAllocator); +#define VK_VALVE_mutable_descriptor_type 1 +#define VK_VALVE_MUTABLE_DESCRIPTOR_TYPE_SPEC_VERSION 1 +#define VK_VALVE_MUTABLE_DESCRIPTOR_TYPE_EXTENSION_NAME "VK_VALVE_mutable_descriptor_type" +typedef struct VkPhysicalDeviceMutableDescriptorTypeFeaturesVALVE { + VkStructureType sType; + void* pNext; + VkBool32 mutableDescriptorType; +} VkPhysicalDeviceMutableDescriptorTypeFeaturesVALVE; + +typedef struct VkMutableDescriptorTypeListVALVE { + uint32_t descriptorTypeCount; + const VkDescriptorType* pDescriptorTypes; +} VkMutableDescriptorTypeListVALVE; + +typedef struct VkMutableDescriptorTypeCreateInfoVALVE { + VkStructureType sType; + const void* pNext; + uint32_t mutableDescriptorTypeListCount; + const VkMutableDescriptorTypeListVALVE* pMutableDescriptorTypeLists; +} VkMutableDescriptorTypeCreateInfoVALVE; + + + +#define VK_EXT_vertex_input_dynamic_state 1 +#define VK_EXT_VERTEX_INPUT_DYNAMIC_STATE_SPEC_VERSION 2 +#define VK_EXT_VERTEX_INPUT_DYNAMIC_STATE_EXTENSION_NAME "VK_EXT_vertex_input_dynamic_state" +typedef struct VkPhysicalDeviceVertexInputDynamicStateFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 vertexInputDynamicState; +} VkPhysicalDeviceVertexInputDynamicStateFeaturesEXT; + +typedef struct VkVertexInputBindingDescription2EXT { + VkStructureType sType; + void* pNext; + uint32_t binding; + uint32_t stride; + VkVertexInputRate inputRate; + uint32_t divisor; +} VkVertexInputBindingDescription2EXT; + +typedef struct VkVertexInputAttributeDescription2EXT { + VkStructureType sType; + void* pNext; + uint32_t location; + uint32_t binding; + VkFormat format; + uint32_t offset; +} VkVertexInputAttributeDescription2EXT; + +typedef void (VKAPI_PTR *PFN_vkCmdSetVertexInputEXT)(VkCommandBuffer commandBuffer, uint32_t vertexBindingDescriptionCount, const VkVertexInputBindingDescription2EXT* pVertexBindingDescriptions, uint32_t vertexAttributeDescriptionCount, const VkVertexInputAttributeDescription2EXT* pVertexAttributeDescriptions); -VKAPI_ATTR void VKAPI_CALL vkSubmitDebugUtilsMessageEXT(VkInstance instance, - VkDebugUtilsMessageSeverityFlagBitsEXT messageSeverity, - VkDebugUtilsMessageTypeFlagsEXT messageTypes, - const VkDebugUtilsMessengerCallbackDataEXT* pCallbackData); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetVertexInputEXT( + VkCommandBuffer commandBuffer, + uint32_t vertexBindingDescriptionCount, + const VkVertexInputBindingDescription2EXT* pVertexBindingDescriptions, + uint32_t vertexAttributeDescriptionCount, + const VkVertexInputAttributeDescription2EXT* pVertexAttributeDescriptions); #endif -#define VK_EXT_sampler_filter_minmax 1 -#define VK_EXT_SAMPLER_FILTER_MINMAX_SPEC_VERSION 1 -#define VK_EXT_SAMPLER_FILTER_MINMAX_EXTENSION_NAME "VK_EXT_sampler_filter_minmax" -typedef enum VkSamplerReductionModeEXT { - VK_SAMPLER_REDUCTION_MODE_WEIGHTED_AVERAGE_EXT = 0, - VK_SAMPLER_REDUCTION_MODE_MIN_EXT = 1, - VK_SAMPLER_REDUCTION_MODE_MAX_EXT = 2, - VK_SAMPLER_REDUCTION_MODE_BEGIN_RANGE_EXT = VK_SAMPLER_REDUCTION_MODE_WEIGHTED_AVERAGE_EXT, - VK_SAMPLER_REDUCTION_MODE_END_RANGE_EXT = VK_SAMPLER_REDUCTION_MODE_MAX_EXT, - VK_SAMPLER_REDUCTION_MODE_RANGE_SIZE_EXT = - (VK_SAMPLER_REDUCTION_MODE_MAX_EXT - VK_SAMPLER_REDUCTION_MODE_WEIGHTED_AVERAGE_EXT + 1), - VK_SAMPLER_REDUCTION_MODE_MAX_ENUM_EXT = 0x7FFFFFFF -} VkSamplerReductionModeEXT; - -typedef struct VkSamplerReductionModeCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkSamplerReductionModeEXT reductionMode; -} VkSamplerReductionModeCreateInfoEXT; - -typedef struct VkPhysicalDeviceSamplerFilterMinmaxPropertiesEXT { - VkStructureType sType; - void* pNext; - VkBool32 filterMinmaxSingleComponentFormats; - VkBool32 filterMinmaxImageComponentMapping; -} VkPhysicalDeviceSamplerFilterMinmaxPropertiesEXT; +#define VK_EXT_physical_device_drm 1 +#define VK_EXT_PHYSICAL_DEVICE_DRM_SPEC_VERSION 1 +#define VK_EXT_PHYSICAL_DEVICE_DRM_EXTENSION_NAME "VK_EXT_physical_device_drm" +typedef struct VkPhysicalDeviceDrmPropertiesEXT { + VkStructureType sType; + void* pNext; + VkBool32 hasPrimary; + VkBool32 hasRender; + int64_t primaryMajor; + int64_t primaryMinor; + int64_t renderMajor; + int64_t renderMinor; +} VkPhysicalDeviceDrmPropertiesEXT; + + + +#define VK_EXT_depth_clip_control 1 +#define VK_EXT_DEPTH_CLIP_CONTROL_SPEC_VERSION 1 +#define VK_EXT_DEPTH_CLIP_CONTROL_EXTENSION_NAME "VK_EXT_depth_clip_control" +typedef struct VkPhysicalDeviceDepthClipControlFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 depthClipControl; +} VkPhysicalDeviceDepthClipControlFeaturesEXT; + +typedef struct VkPipelineViewportDepthClipControlCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkBool32 negativeOneToOne; +} VkPipelineViewportDepthClipControlCreateInfoEXT; + + + +#define VK_EXT_primitive_topology_list_restart 1 +#define VK_EXT_PRIMITIVE_TOPOLOGY_LIST_RESTART_SPEC_VERSION 1 +#define VK_EXT_PRIMITIVE_TOPOLOGY_LIST_RESTART_EXTENSION_NAME "VK_EXT_primitive_topology_list_restart" +typedef struct VkPhysicalDevicePrimitiveTopologyListRestartFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 primitiveTopologyListRestart; + VkBool32 primitiveTopologyPatchListRestart; +} VkPhysicalDevicePrimitiveTopologyListRestartFeaturesEXT; + + + +#define VK_HUAWEI_subpass_shading 1 +#define VK_HUAWEI_SUBPASS_SHADING_SPEC_VERSION 2 +#define VK_HUAWEI_SUBPASS_SHADING_EXTENSION_NAME "VK_HUAWEI_subpass_shading" +typedef struct VkSubpassShadingPipelineCreateInfoHUAWEI { + VkStructureType sType; + void* pNext; + VkRenderPass renderPass; + uint32_t subpass; +} VkSubpassShadingPipelineCreateInfoHUAWEI; + +typedef struct VkPhysicalDeviceSubpassShadingFeaturesHUAWEI { + VkStructureType sType; + void* pNext; + VkBool32 subpassShading; +} VkPhysicalDeviceSubpassShadingFeaturesHUAWEI; + +typedef struct VkPhysicalDeviceSubpassShadingPropertiesHUAWEI { + VkStructureType sType; + void* pNext; + uint32_t maxSubpassShadingWorkgroupSizeAspectRatio; +} VkPhysicalDeviceSubpassShadingPropertiesHUAWEI; + +typedef VkResult (VKAPI_PTR *PFN_vkGetDeviceSubpassShadingMaxWorkgroupSizeHUAWEI)(VkDevice device, VkRenderPass renderpass, VkExtent2D* pMaxWorkgroupSize); +typedef void (VKAPI_PTR *PFN_vkCmdSubpassShadingHUAWEI)(VkCommandBuffer commandBuffer); -#define VK_AMD_gpu_shader_int16 1 -#define VK_AMD_GPU_SHADER_INT16_SPEC_VERSION 1 -#define VK_AMD_GPU_SHADER_INT16_EXTENSION_NAME "VK_AMD_gpu_shader_int16" +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetDeviceSubpassShadingMaxWorkgroupSizeHUAWEI( + VkDevice device, + VkRenderPass renderpass, + VkExtent2D* pMaxWorkgroupSize); -#define VK_AMD_mixed_attachment_samples 1 -#define VK_AMD_MIXED_ATTACHMENT_SAMPLES_SPEC_VERSION 1 -#define VK_AMD_MIXED_ATTACHMENT_SAMPLES_EXTENSION_NAME "VK_AMD_mixed_attachment_samples" +VKAPI_ATTR void VKAPI_CALL vkCmdSubpassShadingHUAWEI( + VkCommandBuffer commandBuffer); +#endif -#define VK_AMD_shader_fragment_mask 1 -#define VK_AMD_SHADER_FRAGMENT_MASK_SPEC_VERSION 1 -#define VK_AMD_SHADER_FRAGMENT_MASK_EXTENSION_NAME "VK_AMD_shader_fragment_mask" -#define VK_EXT_shader_stencil_export 1 -#define VK_EXT_SHADER_STENCIL_EXPORT_SPEC_VERSION 1 -#define VK_EXT_SHADER_STENCIL_EXPORT_EXTENSION_NAME "VK_EXT_shader_stencil_export" +#define VK_HUAWEI_invocation_mask 1 +#define VK_HUAWEI_INVOCATION_MASK_SPEC_VERSION 1 +#define VK_HUAWEI_INVOCATION_MASK_EXTENSION_NAME "VK_HUAWEI_invocation_mask" +typedef struct VkPhysicalDeviceInvocationMaskFeaturesHUAWEI { + VkStructureType sType; + void* pNext; + VkBool32 invocationMask; +} VkPhysicalDeviceInvocationMaskFeaturesHUAWEI; -#define VK_EXT_sample_locations 1 -#define VK_EXT_SAMPLE_LOCATIONS_SPEC_VERSION 1 -#define VK_EXT_SAMPLE_LOCATIONS_EXTENSION_NAME "VK_EXT_sample_locations" +typedef void (VKAPI_PTR *PFN_vkCmdBindInvocationMaskHUAWEI)(VkCommandBuffer commandBuffer, VkImageView imageView, VkImageLayout imageLayout); -typedef struct VkSampleLocationEXT { - float x; - float y; -} VkSampleLocationEXT; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdBindInvocationMaskHUAWEI( + VkCommandBuffer commandBuffer, + VkImageView imageView, + VkImageLayout imageLayout); +#endif -typedef struct VkSampleLocationsInfoEXT { - VkStructureType sType; - const void* pNext; - VkSampleCountFlagBits sampleLocationsPerPixel; - VkExtent2D sampleLocationGridSize; - uint32_t sampleLocationsCount; - const VkSampleLocationEXT* pSampleLocations; -} VkSampleLocationsInfoEXT; -typedef struct VkAttachmentSampleLocationsEXT { - uint32_t attachmentIndex; - VkSampleLocationsInfoEXT sampleLocationsInfo; -} VkAttachmentSampleLocationsEXT; +#define VK_NV_external_memory_rdma 1 +typedef void* VkRemoteAddressNV; +#define VK_NV_EXTERNAL_MEMORY_RDMA_SPEC_VERSION 1 +#define VK_NV_EXTERNAL_MEMORY_RDMA_EXTENSION_NAME "VK_NV_external_memory_rdma" +typedef struct VkMemoryGetRemoteAddressInfoNV { + VkStructureType sType; + const void* pNext; + VkDeviceMemory memory; + VkExternalMemoryHandleTypeFlagBits handleType; +} VkMemoryGetRemoteAddressInfoNV; -typedef struct VkSubpassSampleLocationsEXT { - uint32_t subpassIndex; - VkSampleLocationsInfoEXT sampleLocationsInfo; -} VkSubpassSampleLocationsEXT; +typedef struct VkPhysicalDeviceExternalMemoryRDMAFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 externalMemoryRDMA; +} VkPhysicalDeviceExternalMemoryRDMAFeaturesNV; -typedef struct VkRenderPassSampleLocationsBeginInfoEXT { - VkStructureType sType; - const void* pNext; - uint32_t attachmentInitialSampleLocationsCount; - const VkAttachmentSampleLocationsEXT* pAttachmentInitialSampleLocations; - uint32_t postSubpassSampleLocationsCount; - const VkSubpassSampleLocationsEXT* pPostSubpassSampleLocations; -} VkRenderPassSampleLocationsBeginInfoEXT; +typedef VkResult (VKAPI_PTR *PFN_vkGetMemoryRemoteAddressNV)(VkDevice device, const VkMemoryGetRemoteAddressInfoNV* pMemoryGetRemoteAddressInfo, VkRemoteAddressNV* pAddress); -typedef struct VkPipelineSampleLocationsStateCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkBool32 sampleLocationsEnable; - VkSampleLocationsInfoEXT sampleLocationsInfo; -} VkPipelineSampleLocationsStateCreateInfoEXT; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryRemoteAddressNV( + VkDevice device, + const VkMemoryGetRemoteAddressInfoNV* pMemoryGetRemoteAddressInfo, + VkRemoteAddressNV* pAddress); +#endif -typedef struct VkPhysicalDeviceSampleLocationsPropertiesEXT { - VkStructureType sType; - void* pNext; - VkSampleCountFlags sampleLocationSampleCounts; - VkExtent2D maxSampleLocationGridSize; - float sampleLocationCoordinateRange[2]; - uint32_t sampleLocationSubPixelBits; - VkBool32 variableSampleLocations; -} VkPhysicalDeviceSampleLocationsPropertiesEXT; -typedef struct VkMultisamplePropertiesEXT { - VkStructureType sType; - void* pNext; - VkExtent2D maxSampleLocationGridSize; -} VkMultisamplePropertiesEXT; +#define VK_EXT_extended_dynamic_state2 1 +#define VK_EXT_EXTENDED_DYNAMIC_STATE_2_SPEC_VERSION 1 +#define VK_EXT_EXTENDED_DYNAMIC_STATE_2_EXTENSION_NAME "VK_EXT_extended_dynamic_state2" +typedef struct VkPhysicalDeviceExtendedDynamicState2FeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 extendedDynamicState2; + VkBool32 extendedDynamicState2LogicOp; + VkBool32 extendedDynamicState2PatchControlPoints; +} VkPhysicalDeviceExtendedDynamicState2FeaturesEXT; -typedef void(VKAPI_PTR* PFN_vkCmdSetSampleLocationsEXT)(VkCommandBuffer commandBuffer, - const VkSampleLocationsInfoEXT* pSampleLocationsInfo); -typedef void(VKAPI_PTR* PFN_vkGetPhysicalDeviceMultisamplePropertiesEXT)( - VkPhysicalDevice physicalDevice, VkSampleCountFlagBits samples, VkMultisamplePropertiesEXT* pMultisampleProperties); +typedef void (VKAPI_PTR *PFN_vkCmdSetPatchControlPointsEXT)(VkCommandBuffer commandBuffer, uint32_t patchControlPoints); +typedef void (VKAPI_PTR *PFN_vkCmdSetRasterizerDiscardEnableEXT)(VkCommandBuffer commandBuffer, VkBool32 rasterizerDiscardEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetDepthBiasEnableEXT)(VkCommandBuffer commandBuffer, VkBool32 depthBiasEnable); +typedef void (VKAPI_PTR *PFN_vkCmdSetLogicOpEXT)(VkCommandBuffer commandBuffer, VkLogicOp logicOp); +typedef void (VKAPI_PTR *PFN_vkCmdSetPrimitiveRestartEnableEXT)(VkCommandBuffer commandBuffer, VkBool32 primitiveRestartEnable); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkCmdSetSampleLocationsEXT(VkCommandBuffer commandBuffer, - const VkSampleLocationsInfoEXT* pSampleLocationsInfo); - -VKAPI_ATTR void VKAPI_CALL vkGetPhysicalDeviceMultisamplePropertiesEXT( - VkPhysicalDevice physicalDevice, VkSampleCountFlagBits samples, VkMultisamplePropertiesEXT* pMultisampleProperties); -#endif - -#define VK_EXT_blend_operation_advanced 1 -#define VK_EXT_BLEND_OPERATION_ADVANCED_SPEC_VERSION 2 -#define VK_EXT_BLEND_OPERATION_ADVANCED_EXTENSION_NAME "VK_EXT_blend_operation_advanced" +VKAPI_ATTR void VKAPI_CALL vkCmdSetPatchControlPointsEXT( + VkCommandBuffer commandBuffer, + uint32_t patchControlPoints); -typedef enum VkBlendOverlapEXT { - VK_BLEND_OVERLAP_UNCORRELATED_EXT = 0, - VK_BLEND_OVERLAP_DISJOINT_EXT = 1, - VK_BLEND_OVERLAP_CONJOINT_EXT = 2, - VK_BLEND_OVERLAP_BEGIN_RANGE_EXT = VK_BLEND_OVERLAP_UNCORRELATED_EXT, - VK_BLEND_OVERLAP_END_RANGE_EXT = VK_BLEND_OVERLAP_CONJOINT_EXT, - VK_BLEND_OVERLAP_RANGE_SIZE_EXT = (VK_BLEND_OVERLAP_CONJOINT_EXT - VK_BLEND_OVERLAP_UNCORRELATED_EXT + 1), - VK_BLEND_OVERLAP_MAX_ENUM_EXT = 0x7FFFFFFF -} VkBlendOverlapEXT; +VKAPI_ATTR void VKAPI_CALL vkCmdSetRasterizerDiscardEnableEXT( + VkCommandBuffer commandBuffer, + VkBool32 rasterizerDiscardEnable); -typedef struct VkPhysicalDeviceBlendOperationAdvancedFeaturesEXT { - VkStructureType sType; - void* pNext; - VkBool32 advancedBlendCoherentOperations; -} VkPhysicalDeviceBlendOperationAdvancedFeaturesEXT; +VKAPI_ATTR void VKAPI_CALL vkCmdSetDepthBiasEnableEXT( + VkCommandBuffer commandBuffer, + VkBool32 depthBiasEnable); -typedef struct VkPhysicalDeviceBlendOperationAdvancedPropertiesEXT { - VkStructureType sType; - void* pNext; - uint32_t advancedBlendMaxColorAttachments; - VkBool32 advancedBlendIndependentBlend; - VkBool32 advancedBlendNonPremultipliedSrcColor; - VkBool32 advancedBlendNonPremultipliedDstColor; - VkBool32 advancedBlendCorrelatedOverlap; - VkBool32 advancedBlendAllOperations; -} VkPhysicalDeviceBlendOperationAdvancedPropertiesEXT; +VKAPI_ATTR void VKAPI_CALL vkCmdSetLogicOpEXT( + VkCommandBuffer commandBuffer, + VkLogicOp logicOp); -typedef struct VkPipelineColorBlendAdvancedStateCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkBool32 srcPremultiplied; - VkBool32 dstPremultiplied; - VkBlendOverlapEXT blendOverlap; -} VkPipelineColorBlendAdvancedStateCreateInfoEXT; +VKAPI_ATTR void VKAPI_CALL vkCmdSetPrimitiveRestartEnableEXT( + VkCommandBuffer commandBuffer, + VkBool32 primitiveRestartEnable); +#endif -#define VK_NV_fragment_coverage_to_color 1 -#define VK_NV_FRAGMENT_COVERAGE_TO_COLOR_SPEC_VERSION 1 -#define VK_NV_FRAGMENT_COVERAGE_TO_COLOR_EXTENSION_NAME "VK_NV_fragment_coverage_to_color" -typedef VkFlags VkPipelineCoverageToColorStateCreateFlagsNV; +#define VK_EXT_color_write_enable 1 +#define VK_EXT_COLOR_WRITE_ENABLE_SPEC_VERSION 1 +#define VK_EXT_COLOR_WRITE_ENABLE_EXTENSION_NAME "VK_EXT_color_write_enable" +typedef struct VkPhysicalDeviceColorWriteEnableFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 colorWriteEnable; +} VkPhysicalDeviceColorWriteEnableFeaturesEXT; -typedef struct VkPipelineCoverageToColorStateCreateInfoNV { - VkStructureType sType; - const void* pNext; - VkPipelineCoverageToColorStateCreateFlagsNV flags; - VkBool32 coverageToColorEnable; - uint32_t coverageToColorLocation; -} VkPipelineCoverageToColorStateCreateInfoNV; +typedef struct VkPipelineColorWriteCreateInfoEXT { + VkStructureType sType; + const void* pNext; + uint32_t attachmentCount; + const VkBool32* pColorWriteEnables; +} VkPipelineColorWriteCreateInfoEXT; -#define VK_NV_framebuffer_mixed_samples 1 -#define VK_NV_FRAMEBUFFER_MIXED_SAMPLES_SPEC_VERSION 1 -#define VK_NV_FRAMEBUFFER_MIXED_SAMPLES_EXTENSION_NAME "VK_NV_framebuffer_mixed_samples" +typedef void (VKAPI_PTR *PFN_vkCmdSetColorWriteEnableEXT)(VkCommandBuffer commandBuffer, uint32_t attachmentCount, const VkBool32* pColorWriteEnables); -typedef enum VkCoverageModulationModeNV { - VK_COVERAGE_MODULATION_MODE_NONE_NV = 0, - VK_COVERAGE_MODULATION_MODE_RGB_NV = 1, - VK_COVERAGE_MODULATION_MODE_ALPHA_NV = 2, - VK_COVERAGE_MODULATION_MODE_RGBA_NV = 3, - VK_COVERAGE_MODULATION_MODE_BEGIN_RANGE_NV = VK_COVERAGE_MODULATION_MODE_NONE_NV, - VK_COVERAGE_MODULATION_MODE_END_RANGE_NV = VK_COVERAGE_MODULATION_MODE_RGBA_NV, - VK_COVERAGE_MODULATION_MODE_RANGE_SIZE_NV = - (VK_COVERAGE_MODULATION_MODE_RGBA_NV - VK_COVERAGE_MODULATION_MODE_NONE_NV + 1), - VK_COVERAGE_MODULATION_MODE_MAX_ENUM_NV = 0x7FFFFFFF -} VkCoverageModulationModeNV; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdSetColorWriteEnableEXT( + VkCommandBuffer commandBuffer, + uint32_t attachmentCount, + const VkBool32* pColorWriteEnables); +#endif -typedef VkFlags VkPipelineCoverageModulationStateCreateFlagsNV; -typedef struct VkPipelineCoverageModulationStateCreateInfoNV { - VkStructureType sType; - const void* pNext; - VkPipelineCoverageModulationStateCreateFlagsNV flags; - VkCoverageModulationModeNV coverageModulationMode; - VkBool32 coverageModulationTableEnable; - uint32_t coverageModulationTableCount; - const float* pCoverageModulationTable; -} VkPipelineCoverageModulationStateCreateInfoNV; +#define VK_EXT_global_priority_query 1 +#define VK_EXT_GLOBAL_PRIORITY_QUERY_SPEC_VERSION 1 +#define VK_EXT_GLOBAL_PRIORITY_QUERY_EXTENSION_NAME "VK_EXT_global_priority_query" +#define VK_MAX_GLOBAL_PRIORITY_SIZE_EXT VK_MAX_GLOBAL_PRIORITY_SIZE_KHR +typedef VkPhysicalDeviceGlobalPriorityQueryFeaturesKHR VkPhysicalDeviceGlobalPriorityQueryFeaturesEXT; -#define VK_NV_fill_rectangle 1 -#define VK_NV_FILL_RECTANGLE_SPEC_VERSION 1 -#define VK_NV_FILL_RECTANGLE_EXTENSION_NAME "VK_NV_fill_rectangle" +typedef VkQueueFamilyGlobalPriorityPropertiesKHR VkQueueFamilyGlobalPriorityPropertiesEXT; -#define VK_EXT_post_depth_coverage 1 -#define VK_EXT_POST_DEPTH_COVERAGE_SPEC_VERSION 1 -#define VK_EXT_POST_DEPTH_COVERAGE_EXTENSION_NAME "VK_EXT_post_depth_coverage" -#define VK_EXT_validation_cache 1 -VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkValidationCacheEXT) -#define VK_EXT_VALIDATION_CACHE_SPEC_VERSION 1 -#define VK_EXT_VALIDATION_CACHE_EXTENSION_NAME "VK_EXT_validation_cache" -#define VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT VK_DEBUG_REPORT_OBJECT_TYPE_VALIDATION_CACHE_EXT_EXT +#define VK_EXT_image_view_min_lod 1 +#define VK_EXT_IMAGE_VIEW_MIN_LOD_SPEC_VERSION 1 +#define VK_EXT_IMAGE_VIEW_MIN_LOD_EXTENSION_NAME "VK_EXT_image_view_min_lod" +typedef struct VkPhysicalDeviceImageViewMinLodFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 minLod; +} VkPhysicalDeviceImageViewMinLodFeaturesEXT; -typedef enum VkValidationCacheHeaderVersionEXT { - VK_VALIDATION_CACHE_HEADER_VERSION_ONE_EXT = 1, - VK_VALIDATION_CACHE_HEADER_VERSION_BEGIN_RANGE_EXT = VK_VALIDATION_CACHE_HEADER_VERSION_ONE_EXT, - VK_VALIDATION_CACHE_HEADER_VERSION_END_RANGE_EXT = VK_VALIDATION_CACHE_HEADER_VERSION_ONE_EXT, - VK_VALIDATION_CACHE_HEADER_VERSION_RANGE_SIZE_EXT = - (VK_VALIDATION_CACHE_HEADER_VERSION_ONE_EXT - VK_VALIDATION_CACHE_HEADER_VERSION_ONE_EXT + 1), - VK_VALIDATION_CACHE_HEADER_VERSION_MAX_ENUM_EXT = 0x7FFFFFFF -} VkValidationCacheHeaderVersionEXT; +typedef struct VkImageViewMinLodCreateInfoEXT { + VkStructureType sType; + const void* pNext; + float minLod; +} VkImageViewMinLodCreateInfoEXT; -typedef VkFlags VkValidationCacheCreateFlagsEXT; -typedef struct VkValidationCacheCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkValidationCacheCreateFlagsEXT flags; - size_t initialDataSize; - const void* pInitialData; -} VkValidationCacheCreateInfoEXT; -typedef struct VkShaderModuleValidationCacheCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkValidationCacheEXT validationCache; -} VkShaderModuleValidationCacheCreateInfoEXT; +#define VK_EXT_multi_draw 1 +#define VK_EXT_MULTI_DRAW_SPEC_VERSION 1 +#define VK_EXT_MULTI_DRAW_EXTENSION_NAME "VK_EXT_multi_draw" +typedef struct VkPhysicalDeviceMultiDrawFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 multiDraw; +} VkPhysicalDeviceMultiDrawFeaturesEXT; -typedef VkResult(VKAPI_PTR* PFN_vkCreateValidationCacheEXT)(VkDevice device, - const VkValidationCacheCreateInfoEXT* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkValidationCacheEXT* pValidationCache); -typedef void(VKAPI_PTR* PFN_vkDestroyValidationCacheEXT)(VkDevice device, VkValidationCacheEXT validationCache, - const VkAllocationCallbacks* pAllocator); -typedef VkResult(VKAPI_PTR* PFN_vkMergeValidationCachesEXT)(VkDevice device, VkValidationCacheEXT dstCache, - uint32_t srcCacheCount, - const VkValidationCacheEXT* pSrcCaches); -typedef VkResult(VKAPI_PTR* PFN_vkGetValidationCacheDataEXT)(VkDevice device, VkValidationCacheEXT validationCache, - size_t* pDataSize, void* pData); +typedef struct VkPhysicalDeviceMultiDrawPropertiesEXT { + VkStructureType sType; + void* pNext; + uint32_t maxMultiDrawCount; +} VkPhysicalDeviceMultiDrawPropertiesEXT; -#ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkCreateValidationCacheEXT(VkDevice device, - const VkValidationCacheCreateInfoEXT* pCreateInfo, - const VkAllocationCallbacks* pAllocator, - VkValidationCacheEXT* pValidationCache); +typedef struct VkMultiDrawInfoEXT { + uint32_t firstVertex; + uint32_t vertexCount; +} VkMultiDrawInfoEXT; -VKAPI_ATTR void VKAPI_CALL vkDestroyValidationCacheEXT(VkDevice device, VkValidationCacheEXT validationCache, - const VkAllocationCallbacks* pAllocator); +typedef struct VkMultiDrawIndexedInfoEXT { + uint32_t firstIndex; + uint32_t indexCount; + int32_t vertexOffset; +} VkMultiDrawIndexedInfoEXT; -VKAPI_ATTR VkResult VKAPI_CALL vkMergeValidationCachesEXT(VkDevice device, VkValidationCacheEXT dstCache, - uint32_t srcCacheCount, - const VkValidationCacheEXT* pSrcCaches); +typedef void (VKAPI_PTR *PFN_vkCmdDrawMultiEXT)(VkCommandBuffer commandBuffer, uint32_t drawCount, const VkMultiDrawInfoEXT* pVertexInfo, uint32_t instanceCount, uint32_t firstInstance, uint32_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdDrawMultiIndexedEXT)(VkCommandBuffer commandBuffer, uint32_t drawCount, const VkMultiDrawIndexedInfoEXT* pIndexInfo, uint32_t instanceCount, uint32_t firstInstance, uint32_t stride, const int32_t* pVertexOffset); -VKAPI_ATTR VkResult VKAPI_CALL vkGetValidationCacheDataEXT(VkDevice device, VkValidationCacheEXT validationCache, - size_t* pDataSize, void* pData); +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdDrawMultiEXT( + VkCommandBuffer commandBuffer, + uint32_t drawCount, + const VkMultiDrawInfoEXT* pVertexInfo, + uint32_t instanceCount, + uint32_t firstInstance, + uint32_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdDrawMultiIndexedEXT( + VkCommandBuffer commandBuffer, + uint32_t drawCount, + const VkMultiDrawIndexedInfoEXT* pIndexInfo, + uint32_t instanceCount, + uint32_t firstInstance, + uint32_t stride, + const int32_t* pVertexOffset); #endif -#define VK_EXT_descriptor_indexing 1 -#define VK_EXT_DESCRIPTOR_INDEXING_SPEC_VERSION 2 -#define VK_EXT_DESCRIPTOR_INDEXING_EXTENSION_NAME "VK_EXT_descriptor_indexing" - -typedef enum VkDescriptorBindingFlagBitsEXT { - VK_DESCRIPTOR_BINDING_UPDATE_AFTER_BIND_BIT_EXT = 0x00000001, - VK_DESCRIPTOR_BINDING_UPDATE_UNUSED_WHILE_PENDING_BIT_EXT = 0x00000002, - VK_DESCRIPTOR_BINDING_PARTIALLY_BOUND_BIT_EXT = 0x00000004, - VK_DESCRIPTOR_BINDING_VARIABLE_DESCRIPTOR_COUNT_BIT_EXT = 0x00000008, - VK_DESCRIPTOR_BINDING_FLAG_BITS_MAX_ENUM_EXT = 0x7FFFFFFF -} VkDescriptorBindingFlagBitsEXT; -typedef VkFlags VkDescriptorBindingFlagsEXT; - -typedef struct VkDescriptorSetLayoutBindingFlagsCreateInfoEXT { - VkStructureType sType; - const void* pNext; - uint32_t bindingCount; - const VkDescriptorBindingFlagsEXT* pBindingFlags; -} VkDescriptorSetLayoutBindingFlagsCreateInfoEXT; - -typedef struct VkPhysicalDeviceDescriptorIndexingFeaturesEXT { - VkStructureType sType; - void* pNext; - VkBool32 shaderInputAttachmentArrayDynamicIndexing; - VkBool32 shaderUniformTexelBufferArrayDynamicIndexing; - VkBool32 shaderStorageTexelBufferArrayDynamicIndexing; - VkBool32 shaderUniformBufferArrayNonUniformIndexing; - VkBool32 shaderSampledImageArrayNonUniformIndexing; - VkBool32 shaderStorageBufferArrayNonUniformIndexing; - VkBool32 shaderStorageImageArrayNonUniformIndexing; - VkBool32 shaderInputAttachmentArrayNonUniformIndexing; - VkBool32 shaderUniformTexelBufferArrayNonUniformIndexing; - VkBool32 shaderStorageTexelBufferArrayNonUniformIndexing; - VkBool32 descriptorBindingUniformBufferUpdateAfterBind; - VkBool32 descriptorBindingSampledImageUpdateAfterBind; - VkBool32 descriptorBindingStorageImageUpdateAfterBind; - VkBool32 descriptorBindingStorageBufferUpdateAfterBind; - VkBool32 descriptorBindingUniformTexelBufferUpdateAfterBind; - VkBool32 descriptorBindingStorageTexelBufferUpdateAfterBind; - VkBool32 descriptorBindingUpdateUnusedWhilePending; - VkBool32 descriptorBindingPartiallyBound; - VkBool32 descriptorBindingVariableDescriptorCount; - VkBool32 runtimeDescriptorArray; -} VkPhysicalDeviceDescriptorIndexingFeaturesEXT; - -typedef struct VkPhysicalDeviceDescriptorIndexingPropertiesEXT { - VkStructureType sType; - void* pNext; - uint32_t maxUpdateAfterBindDescriptorsInAllPools; - VkBool32 shaderUniformBufferArrayNonUniformIndexingNative; - VkBool32 shaderSampledImageArrayNonUniformIndexingNative; - VkBool32 shaderStorageBufferArrayNonUniformIndexingNative; - VkBool32 shaderStorageImageArrayNonUniformIndexingNative; - VkBool32 shaderInputAttachmentArrayNonUniformIndexingNative; - VkBool32 robustBufferAccessUpdateAfterBind; - VkBool32 quadDivergentImplicitLod; - uint32_t maxPerStageDescriptorUpdateAfterBindSamplers; - uint32_t maxPerStageDescriptorUpdateAfterBindUniformBuffers; - uint32_t maxPerStageDescriptorUpdateAfterBindStorageBuffers; - uint32_t maxPerStageDescriptorUpdateAfterBindSampledImages; - uint32_t maxPerStageDescriptorUpdateAfterBindStorageImages; - uint32_t maxPerStageDescriptorUpdateAfterBindInputAttachments; - uint32_t maxPerStageUpdateAfterBindResources; - uint32_t maxDescriptorSetUpdateAfterBindSamplers; - uint32_t maxDescriptorSetUpdateAfterBindUniformBuffers; - uint32_t maxDescriptorSetUpdateAfterBindUniformBuffersDynamic; - uint32_t maxDescriptorSetUpdateAfterBindStorageBuffers; - uint32_t maxDescriptorSetUpdateAfterBindStorageBuffersDynamic; - uint32_t maxDescriptorSetUpdateAfterBindSampledImages; - uint32_t maxDescriptorSetUpdateAfterBindStorageImages; - uint32_t maxDescriptorSetUpdateAfterBindInputAttachments; -} VkPhysicalDeviceDescriptorIndexingPropertiesEXT; - -typedef struct VkDescriptorSetVariableDescriptorCountAllocateInfoEXT { - VkStructureType sType; - const void* pNext; - uint32_t descriptorSetCount; - const uint32_t* pDescriptorCounts; -} VkDescriptorSetVariableDescriptorCountAllocateInfoEXT; - -typedef struct VkDescriptorSetVariableDescriptorCountLayoutSupportEXT { - VkStructureType sType; - void* pNext; - uint32_t maxVariableDescriptorCount; -} VkDescriptorSetVariableDescriptorCountLayoutSupportEXT; -#define VK_EXT_shader_viewport_index_layer 1 -#define VK_EXT_SHADER_VIEWPORT_INDEX_LAYER_SPEC_VERSION 1 -#define VK_EXT_SHADER_VIEWPORT_INDEX_LAYER_EXTENSION_NAME "VK_EXT_shader_viewport_index_layer" +#define VK_EXT_load_store_op_none 1 +#define VK_EXT_LOAD_STORE_OP_NONE_SPEC_VERSION 1 +#define VK_EXT_LOAD_STORE_OP_NONE_EXTENSION_NAME "VK_EXT_load_store_op_none" -#define VK_EXT_global_priority 1 -#define VK_EXT_GLOBAL_PRIORITY_SPEC_VERSION 2 -#define VK_EXT_GLOBAL_PRIORITY_EXTENSION_NAME "VK_EXT_global_priority" -typedef enum VkQueueGlobalPriorityEXT { - VK_QUEUE_GLOBAL_PRIORITY_LOW_EXT = 128, - VK_QUEUE_GLOBAL_PRIORITY_MEDIUM_EXT = 256, - VK_QUEUE_GLOBAL_PRIORITY_HIGH_EXT = 512, - VK_QUEUE_GLOBAL_PRIORITY_REALTIME_EXT = 1024, - VK_QUEUE_GLOBAL_PRIORITY_BEGIN_RANGE_EXT = VK_QUEUE_GLOBAL_PRIORITY_LOW_EXT, - VK_QUEUE_GLOBAL_PRIORITY_END_RANGE_EXT = VK_QUEUE_GLOBAL_PRIORITY_REALTIME_EXT, - VK_QUEUE_GLOBAL_PRIORITY_RANGE_SIZE_EXT = - (VK_QUEUE_GLOBAL_PRIORITY_REALTIME_EXT - VK_QUEUE_GLOBAL_PRIORITY_LOW_EXT + 1), - VK_QUEUE_GLOBAL_PRIORITY_MAX_ENUM_EXT = 0x7FFFFFFF -} VkQueueGlobalPriorityEXT; - -typedef struct VkDeviceQueueGlobalPriorityCreateInfoEXT { - VkStructureType sType; - const void* pNext; - VkQueueGlobalPriorityEXT globalPriority; -} VkDeviceQueueGlobalPriorityCreateInfoEXT; +#define VK_EXT_border_color_swizzle 1 +#define VK_EXT_BORDER_COLOR_SWIZZLE_SPEC_VERSION 1 +#define VK_EXT_BORDER_COLOR_SWIZZLE_EXTENSION_NAME "VK_EXT_border_color_swizzle" +typedef struct VkPhysicalDeviceBorderColorSwizzleFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 borderColorSwizzle; + VkBool32 borderColorSwizzleFromImage; +} VkPhysicalDeviceBorderColorSwizzleFeaturesEXT; -#define VK_EXT_external_memory_host 1 -#define VK_EXT_EXTERNAL_MEMORY_HOST_SPEC_VERSION 1 -#define VK_EXT_EXTERNAL_MEMORY_HOST_EXTENSION_NAME "VK_EXT_external_memory_host" +typedef struct VkSamplerBorderColorComponentMappingCreateInfoEXT { + VkStructureType sType; + const void* pNext; + VkComponentMapping components; + VkBool32 srgb; +} VkSamplerBorderColorComponentMappingCreateInfoEXT; -typedef struct VkImportMemoryHostPointerInfoEXT { - VkStructureType sType; - const void* pNext; - VkExternalMemoryHandleTypeFlagBits handleType; - void* pHostPointer; -} VkImportMemoryHostPointerInfoEXT; -typedef struct VkMemoryHostPointerPropertiesEXT { - VkStructureType sType; - void* pNext; - uint32_t memoryTypeBits; -} VkMemoryHostPointerPropertiesEXT; -typedef struct VkPhysicalDeviceExternalMemoryHostPropertiesEXT { - VkStructureType sType; - void* pNext; - VkDeviceSize minImportedHostPointerAlignment; -} VkPhysicalDeviceExternalMemoryHostPropertiesEXT; +#define VK_EXT_pageable_device_local_memory 1 +#define VK_EXT_PAGEABLE_DEVICE_LOCAL_MEMORY_SPEC_VERSION 1 +#define VK_EXT_PAGEABLE_DEVICE_LOCAL_MEMORY_EXTENSION_NAME "VK_EXT_pageable_device_local_memory" +typedef struct VkPhysicalDevicePageableDeviceLocalMemoryFeaturesEXT { + VkStructureType sType; + void* pNext; + VkBool32 pageableDeviceLocalMemory; +} VkPhysicalDevicePageableDeviceLocalMemoryFeaturesEXT; -typedef VkResult(VKAPI_PTR* PFN_vkGetMemoryHostPointerPropertiesEXT)( - VkDevice device, VkExternalMemoryHandleTypeFlagBits handleType, const void* pHostPointer, - VkMemoryHostPointerPropertiesEXT* pMemoryHostPointerProperties); +typedef void (VKAPI_PTR *PFN_vkSetDeviceMemoryPriorityEXT)(VkDevice device, VkDeviceMemory memory, float priority); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR VkResult VKAPI_CALL vkGetMemoryHostPointerPropertiesEXT( - VkDevice device, VkExternalMemoryHandleTypeFlagBits handleType, const void* pHostPointer, - VkMemoryHostPointerPropertiesEXT* pMemoryHostPointerProperties); +VKAPI_ATTR void VKAPI_CALL vkSetDeviceMemoryPriorityEXT( + VkDevice device, + VkDeviceMemory memory, + float priority); #endif -#define VK_AMD_buffer_marker 1 -#define VK_AMD_BUFFER_MARKER_SPEC_VERSION 1 -#define VK_AMD_BUFFER_MARKER_EXTENSION_NAME "VK_AMD_buffer_marker" -typedef void(VKAPI_PTR* PFN_vkCmdWriteBufferMarkerAMD)(VkCommandBuffer commandBuffer, - VkPipelineStageFlagBits pipelineStage, VkBuffer dstBuffer, - VkDeviceSize dstOffset, uint32_t marker); +#define VK_QCOM_fragment_density_map_offset 1 +#define VK_QCOM_FRAGMENT_DENSITY_MAP_OFFSET_SPEC_VERSION 1 +#define VK_QCOM_FRAGMENT_DENSITY_MAP_OFFSET_EXTENSION_NAME "VK_QCOM_fragment_density_map_offset" +typedef struct VkPhysicalDeviceFragmentDensityMapOffsetFeaturesQCOM { + VkStructureType sType; + void* pNext; + VkBool32 fragmentDensityMapOffset; +} VkPhysicalDeviceFragmentDensityMapOffsetFeaturesQCOM; + +typedef struct VkPhysicalDeviceFragmentDensityMapOffsetPropertiesQCOM { + VkStructureType sType; + void* pNext; + VkExtent2D fragmentDensityOffsetGranularity; +} VkPhysicalDeviceFragmentDensityMapOffsetPropertiesQCOM; + +typedef struct VkSubpassFragmentDensityMapOffsetEndInfoQCOM { + VkStructureType sType; + const void* pNext; + uint32_t fragmentDensityOffsetCount; + const VkOffset2D* pFragmentDensityOffsets; +} VkSubpassFragmentDensityMapOffsetEndInfoQCOM; + + + +#define VK_NV_linear_color_attachment 1 +#define VK_NV_LINEAR_COLOR_ATTACHMENT_SPEC_VERSION 1 +#define VK_NV_LINEAR_COLOR_ATTACHMENT_EXTENSION_NAME "VK_NV_linear_color_attachment" +typedef struct VkPhysicalDeviceLinearColorAttachmentFeaturesNV { + VkStructureType sType; + void* pNext; + VkBool32 linearColorAttachment; +} VkPhysicalDeviceLinearColorAttachmentFeaturesNV; + + + +#define VK_GOOGLE_surfaceless_query 1 +#define VK_GOOGLE_SURFACELESS_QUERY_SPEC_VERSION 1 +#define VK_GOOGLE_SURFACELESS_QUERY_EXTENSION_NAME "VK_GOOGLE_surfaceless_query" + + +#define VK_KHR_acceleration_structure 1 +VK_DEFINE_NON_DISPATCHABLE_HANDLE(VkAccelerationStructureKHR) +#define VK_KHR_ACCELERATION_STRUCTURE_SPEC_VERSION 13 +#define VK_KHR_ACCELERATION_STRUCTURE_EXTENSION_NAME "VK_KHR_acceleration_structure" + +typedef enum VkBuildAccelerationStructureModeKHR { + VK_BUILD_ACCELERATION_STRUCTURE_MODE_BUILD_KHR = 0, + VK_BUILD_ACCELERATION_STRUCTURE_MODE_UPDATE_KHR = 1, + VK_BUILD_ACCELERATION_STRUCTURE_MODE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkBuildAccelerationStructureModeKHR; + +typedef enum VkAccelerationStructureBuildTypeKHR { + VK_ACCELERATION_STRUCTURE_BUILD_TYPE_HOST_KHR = 0, + VK_ACCELERATION_STRUCTURE_BUILD_TYPE_DEVICE_KHR = 1, + VK_ACCELERATION_STRUCTURE_BUILD_TYPE_HOST_OR_DEVICE_KHR = 2, + VK_ACCELERATION_STRUCTURE_BUILD_TYPE_MAX_ENUM_KHR = 0x7FFFFFFF +} VkAccelerationStructureBuildTypeKHR; + +typedef enum VkAccelerationStructureCompatibilityKHR { + VK_ACCELERATION_STRUCTURE_COMPATIBILITY_COMPATIBLE_KHR = 0, + VK_ACCELERATION_STRUCTURE_COMPATIBILITY_INCOMPATIBLE_KHR = 1, + VK_ACCELERATION_STRUCTURE_COMPATIBILITY_MAX_ENUM_KHR = 0x7FFFFFFF +} VkAccelerationStructureCompatibilityKHR; + +typedef enum VkAccelerationStructureCreateFlagBitsKHR { + VK_ACCELERATION_STRUCTURE_CREATE_DEVICE_ADDRESS_CAPTURE_REPLAY_BIT_KHR = 0x00000001, + VK_ACCELERATION_STRUCTURE_CREATE_MOTION_BIT_NV = 0x00000004, + VK_ACCELERATION_STRUCTURE_CREATE_FLAG_BITS_MAX_ENUM_KHR = 0x7FFFFFFF +} VkAccelerationStructureCreateFlagBitsKHR; +typedef VkFlags VkAccelerationStructureCreateFlagsKHR; +typedef union VkDeviceOrHostAddressKHR { + VkDeviceAddress deviceAddress; + void* hostAddress; +} VkDeviceOrHostAddressKHR; + +typedef struct VkAccelerationStructureBuildRangeInfoKHR { + uint32_t primitiveCount; + uint32_t primitiveOffset; + uint32_t firstVertex; + uint32_t transformOffset; +} VkAccelerationStructureBuildRangeInfoKHR; + +typedef struct VkAccelerationStructureGeometryTrianglesDataKHR { + VkStructureType sType; + const void* pNext; + VkFormat vertexFormat; + VkDeviceOrHostAddressConstKHR vertexData; + VkDeviceSize vertexStride; + uint32_t maxVertex; + VkIndexType indexType; + VkDeviceOrHostAddressConstKHR indexData; + VkDeviceOrHostAddressConstKHR transformData; +} VkAccelerationStructureGeometryTrianglesDataKHR; + +typedef struct VkAccelerationStructureGeometryAabbsDataKHR { + VkStructureType sType; + const void* pNext; + VkDeviceOrHostAddressConstKHR data; + VkDeviceSize stride; +} VkAccelerationStructureGeometryAabbsDataKHR; + +typedef struct VkAccelerationStructureGeometryInstancesDataKHR { + VkStructureType sType; + const void* pNext; + VkBool32 arrayOfPointers; + VkDeviceOrHostAddressConstKHR data; +} VkAccelerationStructureGeometryInstancesDataKHR; + +typedef union VkAccelerationStructureGeometryDataKHR { + VkAccelerationStructureGeometryTrianglesDataKHR triangles; + VkAccelerationStructureGeometryAabbsDataKHR aabbs; + VkAccelerationStructureGeometryInstancesDataKHR instances; +} VkAccelerationStructureGeometryDataKHR; + +typedef struct VkAccelerationStructureGeometryKHR { + VkStructureType sType; + const void* pNext; + VkGeometryTypeKHR geometryType; + VkAccelerationStructureGeometryDataKHR geometry; + VkGeometryFlagsKHR flags; +} VkAccelerationStructureGeometryKHR; + +typedef struct VkAccelerationStructureBuildGeometryInfoKHR { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureTypeKHR type; + VkBuildAccelerationStructureFlagsKHR flags; + VkBuildAccelerationStructureModeKHR mode; + VkAccelerationStructureKHR srcAccelerationStructure; + VkAccelerationStructureKHR dstAccelerationStructure; + uint32_t geometryCount; + const VkAccelerationStructureGeometryKHR* pGeometries; + const VkAccelerationStructureGeometryKHR* const* ppGeometries; + VkDeviceOrHostAddressKHR scratchData; +} VkAccelerationStructureBuildGeometryInfoKHR; + +typedef struct VkAccelerationStructureCreateInfoKHR { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureCreateFlagsKHR createFlags; + VkBuffer buffer; + VkDeviceSize offset; + VkDeviceSize size; + VkAccelerationStructureTypeKHR type; + VkDeviceAddress deviceAddress; +} VkAccelerationStructureCreateInfoKHR; + +typedef struct VkWriteDescriptorSetAccelerationStructureKHR { + VkStructureType sType; + const void* pNext; + uint32_t accelerationStructureCount; + const VkAccelerationStructureKHR* pAccelerationStructures; +} VkWriteDescriptorSetAccelerationStructureKHR; + +typedef struct VkPhysicalDeviceAccelerationStructureFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 accelerationStructure; + VkBool32 accelerationStructureCaptureReplay; + VkBool32 accelerationStructureIndirectBuild; + VkBool32 accelerationStructureHostCommands; + VkBool32 descriptorBindingAccelerationStructureUpdateAfterBind; +} VkPhysicalDeviceAccelerationStructureFeaturesKHR; + +typedef struct VkPhysicalDeviceAccelerationStructurePropertiesKHR { + VkStructureType sType; + void* pNext; + uint64_t maxGeometryCount; + uint64_t maxInstanceCount; + uint64_t maxPrimitiveCount; + uint32_t maxPerStageDescriptorAccelerationStructures; + uint32_t maxPerStageDescriptorUpdateAfterBindAccelerationStructures; + uint32_t maxDescriptorSetAccelerationStructures; + uint32_t maxDescriptorSetUpdateAfterBindAccelerationStructures; + uint32_t minAccelerationStructureScratchOffsetAlignment; +} VkPhysicalDeviceAccelerationStructurePropertiesKHR; + +typedef struct VkAccelerationStructureDeviceAddressInfoKHR { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureKHR accelerationStructure; +} VkAccelerationStructureDeviceAddressInfoKHR; + +typedef struct VkAccelerationStructureVersionInfoKHR { + VkStructureType sType; + const void* pNext; + const uint8_t* pVersionData; +} VkAccelerationStructureVersionInfoKHR; + +typedef struct VkCopyAccelerationStructureToMemoryInfoKHR { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureKHR src; + VkDeviceOrHostAddressKHR dst; + VkCopyAccelerationStructureModeKHR mode; +} VkCopyAccelerationStructureToMemoryInfoKHR; + +typedef struct VkCopyMemoryToAccelerationStructureInfoKHR { + VkStructureType sType; + const void* pNext; + VkDeviceOrHostAddressConstKHR src; + VkAccelerationStructureKHR dst; + VkCopyAccelerationStructureModeKHR mode; +} VkCopyMemoryToAccelerationStructureInfoKHR; + +typedef struct VkCopyAccelerationStructureInfoKHR { + VkStructureType sType; + const void* pNext; + VkAccelerationStructureKHR src; + VkAccelerationStructureKHR dst; + VkCopyAccelerationStructureModeKHR mode; +} VkCopyAccelerationStructureInfoKHR; + +typedef struct VkAccelerationStructureBuildSizesInfoKHR { + VkStructureType sType; + const void* pNext; + VkDeviceSize accelerationStructureSize; + VkDeviceSize updateScratchSize; + VkDeviceSize buildScratchSize; +} VkAccelerationStructureBuildSizesInfoKHR; + +typedef VkResult (VKAPI_PTR *PFN_vkCreateAccelerationStructureKHR)(VkDevice device, const VkAccelerationStructureCreateInfoKHR* pCreateInfo, const VkAllocationCallbacks* pAllocator, VkAccelerationStructureKHR* pAccelerationStructure); +typedef void (VKAPI_PTR *PFN_vkDestroyAccelerationStructureKHR)(VkDevice device, VkAccelerationStructureKHR accelerationStructure, const VkAllocationCallbacks* pAllocator); +typedef void (VKAPI_PTR *PFN_vkCmdBuildAccelerationStructuresKHR)(VkCommandBuffer commandBuffer, uint32_t infoCount, const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, const VkAccelerationStructureBuildRangeInfoKHR* const* ppBuildRangeInfos); +typedef void (VKAPI_PTR *PFN_vkCmdBuildAccelerationStructuresIndirectKHR)(VkCommandBuffer commandBuffer, uint32_t infoCount, const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, const VkDeviceAddress* pIndirectDeviceAddresses, const uint32_t* pIndirectStrides, const uint32_t* const* ppMaxPrimitiveCounts); +typedef VkResult (VKAPI_PTR *PFN_vkBuildAccelerationStructuresKHR)(VkDevice device, VkDeferredOperationKHR deferredOperation, uint32_t infoCount, const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, const VkAccelerationStructureBuildRangeInfoKHR* const* ppBuildRangeInfos); +typedef VkResult (VKAPI_PTR *PFN_vkCopyAccelerationStructureKHR)(VkDevice device, VkDeferredOperationKHR deferredOperation, const VkCopyAccelerationStructureInfoKHR* pInfo); +typedef VkResult (VKAPI_PTR *PFN_vkCopyAccelerationStructureToMemoryKHR)(VkDevice device, VkDeferredOperationKHR deferredOperation, const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo); +typedef VkResult (VKAPI_PTR *PFN_vkCopyMemoryToAccelerationStructureKHR)(VkDevice device, VkDeferredOperationKHR deferredOperation, const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo); +typedef VkResult (VKAPI_PTR *PFN_vkWriteAccelerationStructuresPropertiesKHR)(VkDevice device, uint32_t accelerationStructureCount, const VkAccelerationStructureKHR* pAccelerationStructures, VkQueryType queryType, size_t dataSize, void* pData, size_t stride); +typedef void (VKAPI_PTR *PFN_vkCmdCopyAccelerationStructureKHR)(VkCommandBuffer commandBuffer, const VkCopyAccelerationStructureInfoKHR* pInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyAccelerationStructureToMemoryKHR)(VkCommandBuffer commandBuffer, const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo); +typedef void (VKAPI_PTR *PFN_vkCmdCopyMemoryToAccelerationStructureKHR)(VkCommandBuffer commandBuffer, const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo); +typedef VkDeviceAddress (VKAPI_PTR *PFN_vkGetAccelerationStructureDeviceAddressKHR)(VkDevice device, const VkAccelerationStructureDeviceAddressInfoKHR* pInfo); +typedef void (VKAPI_PTR *PFN_vkCmdWriteAccelerationStructuresPropertiesKHR)(VkCommandBuffer commandBuffer, uint32_t accelerationStructureCount, const VkAccelerationStructureKHR* pAccelerationStructures, VkQueryType queryType, VkQueryPool queryPool, uint32_t firstQuery); +typedef void (VKAPI_PTR *PFN_vkGetDeviceAccelerationStructureCompatibilityKHR)(VkDevice device, const VkAccelerationStructureVersionInfoKHR* pVersionInfo, VkAccelerationStructureCompatibilityKHR* pCompatibility); +typedef void (VKAPI_PTR *PFN_vkGetAccelerationStructureBuildSizesKHR)(VkDevice device, VkAccelerationStructureBuildTypeKHR buildType, const VkAccelerationStructureBuildGeometryInfoKHR* pBuildInfo, const uint32_t* pMaxPrimitiveCounts, VkAccelerationStructureBuildSizesInfoKHR* pSizeInfo); #ifndef VK_NO_PROTOTYPES -VKAPI_ATTR void VKAPI_CALL vkCmdWriteBufferMarkerAMD(VkCommandBuffer commandBuffer, - VkPipelineStageFlagBits pipelineStage, VkBuffer dstBuffer, - VkDeviceSize dstOffset, uint32_t marker); +VKAPI_ATTR VkResult VKAPI_CALL vkCreateAccelerationStructureKHR( + VkDevice device, + const VkAccelerationStructureCreateInfoKHR* pCreateInfo, + const VkAllocationCallbacks* pAllocator, + VkAccelerationStructureKHR* pAccelerationStructure); + +VKAPI_ATTR void VKAPI_CALL vkDestroyAccelerationStructureKHR( + VkDevice device, + VkAccelerationStructureKHR accelerationStructure, + const VkAllocationCallbacks* pAllocator); + +VKAPI_ATTR void VKAPI_CALL vkCmdBuildAccelerationStructuresKHR( + VkCommandBuffer commandBuffer, + uint32_t infoCount, + const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, + const VkAccelerationStructureBuildRangeInfoKHR* const* ppBuildRangeInfos); + +VKAPI_ATTR void VKAPI_CALL vkCmdBuildAccelerationStructuresIndirectKHR( + VkCommandBuffer commandBuffer, + uint32_t infoCount, + const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, + const VkDeviceAddress* pIndirectDeviceAddresses, + const uint32_t* pIndirectStrides, + const uint32_t* const* ppMaxPrimitiveCounts); + +VKAPI_ATTR VkResult VKAPI_CALL vkBuildAccelerationStructuresKHR( + VkDevice device, + VkDeferredOperationKHR deferredOperation, + uint32_t infoCount, + const VkAccelerationStructureBuildGeometryInfoKHR* pInfos, + const VkAccelerationStructureBuildRangeInfoKHR* const* ppBuildRangeInfos); + +VKAPI_ATTR VkResult VKAPI_CALL vkCopyAccelerationStructureKHR( + VkDevice device, + VkDeferredOperationKHR deferredOperation, + const VkCopyAccelerationStructureInfoKHR* pInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkCopyAccelerationStructureToMemoryKHR( + VkDevice device, + VkDeferredOperationKHR deferredOperation, + const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkCopyMemoryToAccelerationStructureKHR( + VkDevice device, + VkDeferredOperationKHR deferredOperation, + const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo); + +VKAPI_ATTR VkResult VKAPI_CALL vkWriteAccelerationStructuresPropertiesKHR( + VkDevice device, + uint32_t accelerationStructureCount, + const VkAccelerationStructureKHR* pAccelerationStructures, + VkQueryType queryType, + size_t dataSize, + void* pData, + size_t stride); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyAccelerationStructureKHR( + VkCommandBuffer commandBuffer, + const VkCopyAccelerationStructureInfoKHR* pInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyAccelerationStructureToMemoryKHR( + VkCommandBuffer commandBuffer, + const VkCopyAccelerationStructureToMemoryInfoKHR* pInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdCopyMemoryToAccelerationStructureKHR( + VkCommandBuffer commandBuffer, + const VkCopyMemoryToAccelerationStructureInfoKHR* pInfo); + +VKAPI_ATTR VkDeviceAddress VKAPI_CALL vkGetAccelerationStructureDeviceAddressKHR( + VkDevice device, + const VkAccelerationStructureDeviceAddressInfoKHR* pInfo); + +VKAPI_ATTR void VKAPI_CALL vkCmdWriteAccelerationStructuresPropertiesKHR( + VkCommandBuffer commandBuffer, + uint32_t accelerationStructureCount, + const VkAccelerationStructureKHR* pAccelerationStructures, + VkQueryType queryType, + VkQueryPool queryPool, + uint32_t firstQuery); + +VKAPI_ATTR void VKAPI_CALL vkGetDeviceAccelerationStructureCompatibilityKHR( + VkDevice device, + const VkAccelerationStructureVersionInfoKHR* pVersionInfo, + VkAccelerationStructureCompatibilityKHR* pCompatibility); + +VKAPI_ATTR void VKAPI_CALL vkGetAccelerationStructureBuildSizesKHR( + VkDevice device, + VkAccelerationStructureBuildTypeKHR buildType, + const VkAccelerationStructureBuildGeometryInfoKHR* pBuildInfo, + const uint32_t* pMaxPrimitiveCounts, + VkAccelerationStructureBuildSizesInfoKHR* pSizeInfo); #endif -#define VK_AMD_shader_core_properties 1 -#define VK_AMD_SHADER_CORE_PROPERTIES_SPEC_VERSION 1 -#define VK_AMD_SHADER_CORE_PROPERTIES_EXTENSION_NAME "VK_AMD_shader_core_properties" - -typedef struct VkPhysicalDeviceShaderCorePropertiesAMD { - VkStructureType sType; - void* pNext; - uint32_t shaderEngineCount; - uint32_t shaderArraysPerEngineCount; - uint32_t computeUnitsPerShaderArray; - uint32_t simdPerComputeUnit; - uint32_t wavefrontsPerSimd; - uint32_t wavefrontSize; - uint32_t sgprsPerSimd; - uint32_t minSgprAllocation; - uint32_t maxSgprAllocation; - uint32_t sgprAllocationGranularity; - uint32_t vgprsPerSimd; - uint32_t minVgprAllocation; - uint32_t maxVgprAllocation; - uint32_t vgprAllocationGranularity; -} VkPhysicalDeviceShaderCorePropertiesAMD; -#define VK_EXT_vertex_attribute_divisor 1 -#define VK_EXT_VERTEX_ATTRIBUTE_DIVISOR_SPEC_VERSION 1 -#define VK_EXT_VERTEX_ATTRIBUTE_DIVISOR_EXTENSION_NAME "VK_EXT_vertex_attribute_divisor" +#define VK_KHR_ray_tracing_pipeline 1 +#define VK_KHR_RAY_TRACING_PIPELINE_SPEC_VERSION 1 +#define VK_KHR_RAY_TRACING_PIPELINE_EXTENSION_NAME "VK_KHR_ray_tracing_pipeline" + +typedef enum VkShaderGroupShaderKHR { + VK_SHADER_GROUP_SHADER_GENERAL_KHR = 0, + VK_SHADER_GROUP_SHADER_CLOSEST_HIT_KHR = 1, + VK_SHADER_GROUP_SHADER_ANY_HIT_KHR = 2, + VK_SHADER_GROUP_SHADER_INTERSECTION_KHR = 3, + VK_SHADER_GROUP_SHADER_MAX_ENUM_KHR = 0x7FFFFFFF +} VkShaderGroupShaderKHR; +typedef struct VkRayTracingShaderGroupCreateInfoKHR { + VkStructureType sType; + const void* pNext; + VkRayTracingShaderGroupTypeKHR type; + uint32_t generalShader; + uint32_t closestHitShader; + uint32_t anyHitShader; + uint32_t intersectionShader; + const void* pShaderGroupCaptureReplayHandle; +} VkRayTracingShaderGroupCreateInfoKHR; + +typedef struct VkRayTracingPipelineInterfaceCreateInfoKHR { + VkStructureType sType; + const void* pNext; + uint32_t maxPipelineRayPayloadSize; + uint32_t maxPipelineRayHitAttributeSize; +} VkRayTracingPipelineInterfaceCreateInfoKHR; + +typedef struct VkRayTracingPipelineCreateInfoKHR { + VkStructureType sType; + const void* pNext; + VkPipelineCreateFlags flags; + uint32_t stageCount; + const VkPipelineShaderStageCreateInfo* pStages; + uint32_t groupCount; + const VkRayTracingShaderGroupCreateInfoKHR* pGroups; + uint32_t maxPipelineRayRecursionDepth; + const VkPipelineLibraryCreateInfoKHR* pLibraryInfo; + const VkRayTracingPipelineInterfaceCreateInfoKHR* pLibraryInterface; + const VkPipelineDynamicStateCreateInfo* pDynamicState; + VkPipelineLayout layout; + VkPipeline basePipelineHandle; + int32_t basePipelineIndex; +} VkRayTracingPipelineCreateInfoKHR; + +typedef struct VkPhysicalDeviceRayTracingPipelineFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 rayTracingPipeline; + VkBool32 rayTracingPipelineShaderGroupHandleCaptureReplay; + VkBool32 rayTracingPipelineShaderGroupHandleCaptureReplayMixed; + VkBool32 rayTracingPipelineTraceRaysIndirect; + VkBool32 rayTraversalPrimitiveCulling; +} VkPhysicalDeviceRayTracingPipelineFeaturesKHR; + +typedef struct VkPhysicalDeviceRayTracingPipelinePropertiesKHR { + VkStructureType sType; + void* pNext; + uint32_t shaderGroupHandleSize; + uint32_t maxRayRecursionDepth; + uint32_t maxShaderGroupStride; + uint32_t shaderGroupBaseAlignment; + uint32_t shaderGroupHandleCaptureReplaySize; + uint32_t maxRayDispatchInvocationCount; + uint32_t shaderGroupHandleAlignment; + uint32_t maxRayHitAttributeSize; +} VkPhysicalDeviceRayTracingPipelinePropertiesKHR; + +typedef struct VkStridedDeviceAddressRegionKHR { + VkDeviceAddress deviceAddress; + VkDeviceSize stride; + VkDeviceSize size; +} VkStridedDeviceAddressRegionKHR; + +typedef struct VkTraceRaysIndirectCommandKHR { + uint32_t width; + uint32_t height; + uint32_t depth; +} VkTraceRaysIndirectCommandKHR; + +typedef void (VKAPI_PTR *PFN_vkCmdTraceRaysKHR)(VkCommandBuffer commandBuffer, const VkStridedDeviceAddressRegionKHR* pRaygenShaderBindingTable, const VkStridedDeviceAddressRegionKHR* pMissShaderBindingTable, const VkStridedDeviceAddressRegionKHR* pHitShaderBindingTable, const VkStridedDeviceAddressRegionKHR* pCallableShaderBindingTable, uint32_t width, uint32_t height, uint32_t depth); +typedef VkResult (VKAPI_PTR *PFN_vkCreateRayTracingPipelinesKHR)(VkDevice device, VkDeferredOperationKHR deferredOperation, VkPipelineCache pipelineCache, uint32_t createInfoCount, const VkRayTracingPipelineCreateInfoKHR* pCreateInfos, const VkAllocationCallbacks* pAllocator, VkPipeline* pPipelines); +typedef VkResult (VKAPI_PTR *PFN_vkGetRayTracingCaptureReplayShaderGroupHandlesKHR)(VkDevice device, VkPipeline pipeline, uint32_t firstGroup, uint32_t groupCount, size_t dataSize, void* pData); +typedef void (VKAPI_PTR *PFN_vkCmdTraceRaysIndirectKHR)(VkCommandBuffer commandBuffer, const VkStridedDeviceAddressRegionKHR* pRaygenShaderBindingTable, const VkStridedDeviceAddressRegionKHR* pMissShaderBindingTable, const VkStridedDeviceAddressRegionKHR* pHitShaderBindingTable, const VkStridedDeviceAddressRegionKHR* pCallableShaderBindingTable, VkDeviceAddress indirectDeviceAddress); +typedef VkDeviceSize (VKAPI_PTR *PFN_vkGetRayTracingShaderGroupStackSizeKHR)(VkDevice device, VkPipeline pipeline, uint32_t group, VkShaderGroupShaderKHR groupShader); +typedef void (VKAPI_PTR *PFN_vkCmdSetRayTracingPipelineStackSizeKHR)(VkCommandBuffer commandBuffer, uint32_t pipelineStackSize); -typedef struct VkPhysicalDeviceVertexAttributeDivisorPropertiesEXT { - VkStructureType sType; - void* pNext; - uint32_t maxVertexAttribDivisor; -} VkPhysicalDeviceVertexAttributeDivisorPropertiesEXT; +#ifndef VK_NO_PROTOTYPES +VKAPI_ATTR void VKAPI_CALL vkCmdTraceRaysKHR( + VkCommandBuffer commandBuffer, + const VkStridedDeviceAddressRegionKHR* pRaygenShaderBindingTable, + const VkStridedDeviceAddressRegionKHR* pMissShaderBindingTable, + const VkStridedDeviceAddressRegionKHR* pHitShaderBindingTable, + const VkStridedDeviceAddressRegionKHR* pCallableShaderBindingTable, + uint32_t width, + uint32_t height, + uint32_t depth); + +VKAPI_ATTR VkResult VKAPI_CALL vkCreateRayTracingPipelinesKHR( + VkDevice device, + VkDeferredOperationKHR deferredOperation, + VkPipelineCache pipelineCache, + uint32_t createInfoCount, + const VkRayTracingPipelineCreateInfoKHR* pCreateInfos, + const VkAllocationCallbacks* pAllocator, + VkPipeline* pPipelines); + +VKAPI_ATTR VkResult VKAPI_CALL vkGetRayTracingCaptureReplayShaderGroupHandlesKHR( + VkDevice device, + VkPipeline pipeline, + uint32_t firstGroup, + uint32_t groupCount, + size_t dataSize, + void* pData); + +VKAPI_ATTR void VKAPI_CALL vkCmdTraceRaysIndirectKHR( + VkCommandBuffer commandBuffer, + const VkStridedDeviceAddressRegionKHR* pRaygenShaderBindingTable, + const VkStridedDeviceAddressRegionKHR* pMissShaderBindingTable, + const VkStridedDeviceAddressRegionKHR* pHitShaderBindingTable, + const VkStridedDeviceAddressRegionKHR* pCallableShaderBindingTable, + VkDeviceAddress indirectDeviceAddress); + +VKAPI_ATTR VkDeviceSize VKAPI_CALL vkGetRayTracingShaderGroupStackSizeKHR( + VkDevice device, + VkPipeline pipeline, + uint32_t group, + VkShaderGroupShaderKHR groupShader); + +VKAPI_ATTR void VKAPI_CALL vkCmdSetRayTracingPipelineStackSizeKHR( + VkCommandBuffer commandBuffer, + uint32_t pipelineStackSize); +#endif -typedef struct VkVertexInputBindingDivisorDescriptionEXT { - uint32_t binding; - uint32_t divisor; -} VkVertexInputBindingDivisorDescriptionEXT; -typedef struct VkPipelineVertexInputDivisorStateCreateInfoEXT { - VkStructureType sType; - const void* pNext; - uint32_t vertexBindingDivisorCount; - const VkVertexInputBindingDivisorDescriptionEXT* pVertexBindingDivisors; -} VkPipelineVertexInputDivisorStateCreateInfoEXT; +#define VK_KHR_ray_query 1 +#define VK_KHR_RAY_QUERY_SPEC_VERSION 1 +#define VK_KHR_RAY_QUERY_EXTENSION_NAME "VK_KHR_ray_query" +typedef struct VkPhysicalDeviceRayQueryFeaturesKHR { + VkStructureType sType; + void* pNext; + VkBool32 rayQuery; +} VkPhysicalDeviceRayQueryFeaturesKHR; -#define VK_NV_shader_subgroup_partitioned 1 -#define VK_NV_SHADER_SUBGROUP_PARTITIONED_SPEC_VERSION 1 -#define VK_NV_SHADER_SUBGROUP_PARTITIONED_EXTENSION_NAME "VK_NV_shader_subgroup_partitioned" #ifdef __cplusplus } diff --git a/source/core/Backend.cpp b/source/core/Backend.cpp index 6f939feb0..9c0770dab 100644 --- a/source/core/Backend.cpp +++ b/source/core/Backend.cpp @@ -83,9 +83,6 @@ bool Backend::onAcquireBuffer(const Tensor* tensor, StorageType storageType) { TensorUtils::getDescribe(tensor)->mem.reset(mem); return true; } -ErrorCode Backend::onResizeEnd() { - return NO_ERROR; -} bool Backend::onReleaseBuffer(const Tensor* tensor, StorageType storageType) { TensorUtils::getDescribe(tensor)->mem.reset(nullptr); return true; diff --git a/source/core/Backend.hpp b/source/core/Backend.hpp index 840713e89..29cdb4a33 100644 --- a/source/core/Backend.hpp +++ b/source/core/Backend.hpp @@ -49,8 +49,8 @@ class Backend : public NonCopyable { }; Mode mode = DIRECT; enum Allocator { - EAGER = 0, - DEFER = 1 + DEFER = 0, + EAGER = 1 }; Allocator allocator = DEFER; }; @@ -115,7 +115,9 @@ class Backend : public NonCopyable { /** * @brief callback after resize ops. */ - virtual ErrorCode onResizeEnd(); + virtual ErrorCode onResizeEnd() { + return NO_ERROR; + } /** * @brief callback before executing ops. @@ -309,7 +311,7 @@ class Runtime : public NonCopyable { private: std::future mFuture; std::string mExternalFile; - AllocatorType mAllocatorType; + AllocatorType mAllocatorType = Allocator_Eager; }; /** abstract Runtime register */ diff --git a/source/core/BufferAllocator.cpp b/source/core/BufferAllocator.cpp index 371faf959..4dda19a6f 100644 --- a/source/core/BufferAllocator.cpp +++ b/source/core/BufferAllocator.cpp @@ -185,8 +185,8 @@ bool EagerBufferAllocator::free(MemChunk chunk) { returnMemory(&mFreeList, node); } #ifdef DUMP_USAGE - if (x->second.get()) { - auto memoryUsed = x->second->size / 1024.0f / 1024.0f; + if (node.get()) { + auto memoryUsed = node->size / 1024.0f / 1024.0f; MNN_PRINT("Free: %f\n", memoryUsed); } #endif @@ -293,6 +293,9 @@ MemChunk DeferBufferAllocator::alloc(size_t size, bool separate, size_t align) { if (mFreeList.empty() || separate) { auto newChunk = createMemNode(size); insert_after(newChunk); +#ifdef DUMP_USAGE + MNN_PRINT("Defer alloc: %p\n", newChunk); +#endif return MemChunk(newChunk); } std::unique_ptr tmpChunk(new MemNode(size)); @@ -313,9 +316,15 @@ MemChunk DeferBufferAllocator::alloc(size_t size, bool separate, size_t align) { } // equal no change; small expand selectChunk->size = size; +#ifdef DUMP_USAGE + MNN_PRINT("Defer alloc: %p\n", selectChunk); +#endif return MemChunk(selectChunk); } bool DeferBufferAllocator::free(MemChunk chunk) { +#ifdef DUMP_USAGE + MNN_PRINT("Defer free: %p\n", chunk.mNode); +#endif if (mBarrrier) { mBarrrierFreeChunks.emplace_back(std::move(chunk)); return true; diff --git a/source/core/OpCommonUtils.cpp b/source/core/OpCommonUtils.cpp index 4e8fd9677..0edc49f9a 100644 --- a/source/core/OpCommonUtils.cpp +++ b/source/core/OpCommonUtils.cpp @@ -14,6 +14,23 @@ #include namespace MNN { +Tensor::DimensionType OpCommonUtils::convertDimType(MNN_DATA_FORMAT dimensionFormat) { + auto dimType = Tensor::CAFFE; + switch (dimensionFormat) { + case MNN_DATA_FORMAT_NCHW: + break; + case MNN_DATA_FORMAT_NC4HW4: + dimType = Tensor::CAFFE_C4; + break; + case MNN_DATA_FORMAT_NHWC: + dimType = Tensor::TENSORFLOW; + break; + default: + break; + } + return dimType; +} + void OpCommonUtils::loadBlobData(Backend* backend, const Op* op, char* ptr, int size) { if (OpParameter_Blob != op->main_type()) { return; @@ -464,6 +481,18 @@ bool OpCommonUtils::opNeedContent(int type, int index) { return false; } break; + case OpType_GridSample: + if (2 == index) { + return false; + } + break; +#ifdef MNN_SUPPORT_RENDER + case OpType_RasterAndInterpolate: + if (0 == index) { + return false; + } + break; +#endif default: break; } @@ -638,6 +667,49 @@ void OpCommonUtils::turnRegion2Convert(const Tensor::InsideDescribe::Region& reg } return; } +bool OpCommonUtils::computeMatMulSize(bool transposeA, bool transposeB, const Tensor* A, const Tensor* B, int& e, int& l, int& h) { + auto i0Dim = A->dimensions(); + auto i1Dim = B->dimensions(); + if (i0Dim < 1 || i1Dim < 1) { + return false; + } + int w0, h0; + int w1, h1; + if (i0Dim == 1) { + w0 = A->length(0); + h0 = 1; + transposeA = false; + } else { + w0 = A->length(i0Dim - 1); + h0 = A->length(i0Dim - 2); + } + if (i1Dim == 1) { + w1 = 1; + h1 = B->length(0); + transposeB = false; + } else { + w1 = B->length(i1Dim - 1); + h1 = B->length(i1Dim - 2); + } + if (transposeA) { + auto t = w0; + w0 = h0; + h0 = t; + } + if (transposeB) { + auto t = w1; + w1 = h1; + h1 = t; + } + + if (w0 != h1) { + return false; + } + e = h0; + l = w0; + h = w1; + return true; +} } // namespace MNN diff --git a/source/core/OpCommonUtils.hpp b/source/core/OpCommonUtils.hpp index ad24e172c..2321b48b6 100644 --- a/source/core/OpCommonUtils.hpp +++ b/source/core/OpCommonUtils.hpp @@ -18,6 +18,7 @@ struct CoreFunctions; class MNN_PUBLIC OpCommonUtils { #define USE_EXTERNAL_DATA(param) (param->external() && param->external()->size() > 1) public: + static Tensor::DimensionType convertDimType(MNN_DATA_FORMAT dimensionFormat); static void broastCastComputeDim(int* dims, int* stride, int* iStride0, int* iStride1, const Tensor* input0, const Tensor* input1, const Tensor* output); static std::vector> computeReduceDims(const std::vector& inputs, const Op* op); @@ -59,6 +60,7 @@ class MNN_PUBLIC OpCommonUtils { // Detect if the region is a transpose static bool isTranspose(const Tensor::InsideDescribe::Region& region, int& srcOne, int& dstOne); + static bool computeMatMulSize(bool transposeA, bool transposeB, const Tensor* A, const Tensor* B, int& e, int& l, int& h); }; } // namespace MNN diff --git a/source/core/Pipeline.cpp b/source/core/Pipeline.cpp index d5a9953f7..b24cc4cf1 100644 --- a/source/core/Pipeline.cpp +++ b/source/core/Pipeline.cpp @@ -21,7 +21,7 @@ //#define MNN_PIPELINE_DEBUG namespace MNN { - +// FIXME: Move in Backend static bool _supportQuant(const Op* op, const std::vector& inputs, const std::vector& outputs, MNNForwardType type) { auto otype = op->type(); switch (otype) { @@ -960,8 +960,13 @@ ErrorCode Pipeline::allocMemory(bool firstMalloc, bool forbidReplace) { } #endif auto code = iter.execution->onResize(iter.workInputs, iter.workOutputs); - if (NO_ERROR != code && (!iter.info.get())) { - MNN_ERROR("Resize error for type = %s, name = %s \n", iter.info->type().c_str(), iter.info->name().c_str()); + if (NO_ERROR != code) { +#ifdef MNN_PIPELINE_DEBUG + MNN_ERROR("Pipeline Resize error: %d\n", code); +#endif + if (!iter.info.get()) { + MNN_ERROR("Resize error for type = %s, name = %s \n", iter.info->type().c_str(), iter.info->name().c_str()); + } return code; } // Free mid tensor diff --git a/source/core/Session.cpp b/source/core/Session.cpp index e38d75ec5..328ee8d33 100644 --- a/source/core/Session.cpp +++ b/source/core/Session.cpp @@ -338,10 +338,7 @@ ErrorCode Session::updateToModel(Net* net) const { int opSize = net->oplists()->size(); for (int i = 0; i < opSize; ++i) { auto op = net->oplists()->GetAs(i); - if ((net->usage() == Usage_INFERENCE || net->usage() == Usage_INFERENCE_STATIC) && op->type() != OpType_Const) { - continue; - } - if (net->usage() == Usage_TRAIN && op->type() != OpType_TrainableParam) { + if (op->type() != OpType_Const && op->type() != OpType_TrainableParam) { continue; } if (!op->outputIndexes() || op->outputIndexes()->size() != 1) { diff --git a/source/core/Tensor.cpp b/source/core/Tensor.cpp index 2f5991f7f..9ddbc8d91 100644 --- a/source/core/Tensor.cpp +++ b/source/core/Tensor.cpp @@ -212,7 +212,7 @@ void Tensor::setType(int type) { mBuffer.type = halide_type_of(); break; case DataType_DT_BFLOAT16: - mBuffer.type = halide_type_t(halide_type_float, 16); + mBuffer.type = halide_type_t(halide_type_bfloat, 16); break; case DataType_DT_QINT32: case DataType_DT_INT32: diff --git a/source/core/WrapExecution.cpp b/source/core/WrapExecution.cpp index 443ff5164..3f615fb6c 100644 --- a/source/core/WrapExecution.cpp +++ b/source/core/WrapExecution.cpp @@ -163,6 +163,9 @@ Tensor* WrapExecution::copyConstCache(Tensor* t, Backend* curBackend, std::mapstageMask & Tensor::InsideDescribe::CONVERTED_STAGE) { canReplace = false; } + if (des->memoryType == Tensor::InsideDescribe::MEMORY_HOST){ + canReplace = false; + } if (forbidReplace) { canReplace = false; } diff --git a/source/geometry/GeometryBatchMatMul.cpp b/source/geometry/GeometryBatchMatMul.cpp index cf158da08..938374236 100644 --- a/source/geometry/GeometryBatchMatMul.cpp +++ b/source/geometry/GeometryBatchMatMul.cpp @@ -32,6 +32,10 @@ class GeometryBatchMatMul : public GeometryComputer { if (inputs.size() > 2) { bias = inputs[2]; } + if (input0->dimensions() < 2 || input1->dimensions() < 2) { + // TODO: Support one-dimenstion matmul + return false; + } auto outputDes = TensorUtils::getDescribe(output); // Fill output by zero if one of inputs is empty. if (input0->elementSize() == 0 || input1->elementSize() == 0) { @@ -135,7 +139,16 @@ class GeometryBatchMatMul : public GeometryComputer { const std::vector& outputs, Context& context, CommandBuffer& res) const override { bool transposeA = false; bool transposeB = false; - + if (op->type() == OpType_BatchMatMul) { + auto param = op->main_as_BatchMatMulParam(); + transposeA = param->adjX(); + transposeB = param->adjY(); + } else { + auto param = op->main_as_MatMul(); + transposeA = param->transposeA(); + transposeB = param->transposeB(); + } + auto input0 = inputs[0]; auto input1 = inputs[1]; Tensor* bias = nullptr; @@ -150,28 +163,37 @@ class GeometryBatchMatMul : public GeometryComputer { outputDes->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; return true; } - if (outputs[0]->dimensions() == 2) { - // Use normal MatMul - SharedPtr cmd = new Command; - cmd->op = op; - cmd->inputs = std::move(inputs); - cmd->outputs = std::move(outputs); - res.command.emplace_back(cmd); - return true; + int outputNeedSqueeze = 0; + bool eInsert = false; + bool hInsert = false; + if (input0->dimensions() < 2) { + std::shared_ptr newTensor(new Tensor); + TensorUtils::copyShape(input0, newTensor.get(), true); + newTensor->buffer().type = input0->buffer().type; + newTensor->buffer().dimensions = 2; + newTensor->setLength(0, 1); + newTensor->setLength(1, input0->length(0)); + TensorUtils::getDescribe(newTensor.get())->regions = {TensorUtils::makeFullSlice(input0)}; + TensorUtils::getDescribe(newTensor.get())->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; + input0 = newTensor.get(); + res.extras.emplace_back(newTensor); + outputNeedSqueeze++; + eInsert = true; } - // Broadcast matmul don't support bias - // Split MatMul - if (op->type() == OpType_BatchMatMul) { - auto param = op->main_as_BatchMatMulParam(); - transposeA = param->adjX(); - transposeB = param->adjY(); - } else { - auto param = op->main_as_MatMul(); - transposeA = param->transposeA(); - transposeB = param->transposeB(); + if (input1->dimensions() < 2) { + std::shared_ptr newTensor(new Tensor); + TensorUtils::copyShape(input1, newTensor.get(), true); + newTensor->buffer().type = input1->buffer().type; + newTensor->buffer().dimensions = 2; + newTensor->setLength(0, input1->length(0)); + newTensor->setLength(1, 1); + TensorUtils::getDescribe(newTensor.get())->regions = {TensorUtils::makeFullSlice(input1)}; + TensorUtils::getDescribe(newTensor.get())->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; + input1 = newTensor.get(); + res.extras.emplace_back(newTensor); + outputNeedSqueeze++; + hInsert = true; } - outputDes->memoryType = Tensor::InsideDescribe::MEMORY_BACKEND; - auto o0Dim = output->dimensions(); int input0_end1 = input0->length(input0->dimensions()-2); int input0_end0 = input0->length(input0->dimensions()-1); int input1_end1 = input1->length(input1->dimensions()-2); @@ -186,6 +208,38 @@ class GeometryBatchMatMul : public GeometryComputer { if (transposeB) { h = input1_end1; } + if (outputNeedSqueeze > 0) { + std::shared_ptr newTensor(new Tensor); + TensorUtils::copyShape(output, newTensor.get(), true); + newTensor->buffer().dimensions = output->dimensions() + outputNeedSqueeze; + newTensor->setLength(newTensor->dimensions() - 1, e); + newTensor->setLength(newTensor->dimensions() - 2, h); + newTensor->buffer().type = output->buffer().type; + outputDes->regions = {TensorUtils::makeFullSlice(newTensor.get())}; + outputDes->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; + res.extras.emplace_back(newTensor); + + output = newTensor.get(); + outputDes = TensorUtils::getDescribe(output); + } + + if (output->dimensions() == 2) { + // Use normal MatMul + SharedPtr cmd = new Command; + cmd->op = op; + if (bias == nullptr) { + cmd->inputs = {input0, input1}; + } else { + cmd->inputs = {input0, input1, bias}; + } + cmd->outputs = {output}; + res.command.emplace_back(cmd); + return true; + } + // Broadcast matmul don't support bias + // Split MatMul + outputDes->memoryType = Tensor::InsideDescribe::MEMORY_BACKEND; + auto o0Dim = output->dimensions(); // Compute BroastCast Dims auto dimOffset = o0Dim - 2; const int maxDimensions = dimOffset; diff --git a/source/geometry/GeometryConv2D.cpp b/source/geometry/GeometryConv2D.cpp index ac1d42b1a..74c63d022 100644 --- a/source/geometry/GeometryConv2D.cpp +++ b/source/geometry/GeometryConv2D.cpp @@ -42,7 +42,10 @@ class GeometryConv2D : public DefaultGeometryComputer { { // B: Input Im2Col, n, ic, ih, iw -> ic*kh*kw, n*oh*ow std::shared_ptr im2Col(new Tensor); - GeometryConvUtils::im2Col(im2Col.get(), input, ic, kh, kw, batch, oh, ow, ih, iw, sh, sw, dh, dw, pads); + auto tmpT = GeometryConvUtils::im2Col(im2Col.get(), input, ic, kh, kw, batch, oh, ow, ih, iw, sh, sw, dh, dw, pads); + if (nullptr != tmpT) { + res.extras.emplace_back(tmpT); + } B = im2Col.get(); res.extras.emplace_back(im2Col); } @@ -164,166 +167,15 @@ class GeometryConv2D : public DefaultGeometryComputer { class GeometryConvTranspose2D : public GeometryConv2D { public: - // Im2Col + GEMM - bool computeGEMM_Col2Im(const Op* op, const std::vector& inputs, const std::vector& outputs, - Context& context, CommandBuffer& res) const { - auto common = op->main_as_Convolution2D()->common(); - auto input = inputs[0]; - auto outputDiff = outputs[0]; - auto weight = inputs[1]; - MNN_ASSERT(1 == common->group()); - auto kw = common->kernelX(); - auto kh = common->kernelY(); - auto sw = common->strideX(); - auto sh = common->strideY(); - auto dw = common->dilateX(); - auto dh = common->dilateY(); - auto batch = outputDiff->batch(); - auto ow = outputDiff->width(); - auto oh = outputDiff->height(); - auto oc = outputDiff->channel(); - auto ic = input->channel(); - auto iw = input->width(); - auto ih = input->height(); - auto pads = ConvolutionCommon::convolutionTransposePad(input, outputDiff, common); - MNN_ASSERT(TensorUtils::getDescribe(input)->dimensionFormat != MNN_DATA_FORMAT_NHWC); - MNN_ASSERT(TensorUtils::getDescribe(outputDiff)->dimensionFormat != MNN_DATA_FORMAT_NHWC); - Tensor* A = nullptr; - Tensor* B = nullptr; - { - // B: Input n, ic, ih, iw -> ic, n * ih * iw - std::shared_ptr dest(Tensor::createDevice({ic, batch * ih * iw})); - res.extras.emplace_back(dest); - B = dest.get(); - auto des = TensorUtils::getDescribe(dest.get()); - des->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; - des->regions.resize(1); - auto& reg = des->regions[0]; - reg.origin = input; - reg.size[0] = ic; - reg.size[1] = batch; - reg.size[2] = ih * iw; - reg.src.offset = 0; - reg.src.stride[0] = ih * iw; - reg.src.stride[1] = ic * ih * iw; - reg.src.stride[2] = 1; - reg.dst.offset = 0; - reg.dst.stride[0] = ih * iw * batch; - reg.dst.stride[1] = ih * iw; - reg.dst.stride[2] = 1; - } - { - // A: Weight ic, oc, kh, kw -> ic, oc*kh*kw - std::shared_ptr kernel(Tensor::createDevice({ic, oc * kw * kh})); - A = kernel.get(); - GeometryComputerUtils::makeRawAddressRef(kernel.get(), weight, 0, ic * kw * kh * oc); - res.extras.emplace_back(std::move(kernel)); - } - { - // C = MatMul(B, A) - std::shared_ptr C(Tensor::createDevice({oc * kw * kh, batch * ih * iw})); - res.command.emplace_back(GeometryComputerUtils::makeMatMul(A, B, C.get(), nullptr, true, false)); - res.extras.emplace_back(C); - - // Col2Im: - // 1. C-> C' batch, oc, oh, ow, kw*kh, 2. C' -> C'' batch, oc, oh, ow (reduce_sum) - // 3. C'' -> C'' + bias, 4. posttreat(C'' + bias) - std::shared_ptr C_(Tensor::createDevice({1, kw * kh, batch * oc * oh * ow})); - res.extras.emplace_back(C_); - { - std::shared_ptr im2ColTemp(Tensor::createDevice({oc * kw * kh, batch * ih * iw})); - // Swap ow, iw, oh, ih for im2Col - GeometryConvUtils::im2Col(im2ColTemp.get(), outputDiff, oc, kh, kw, batch, ih, iw, oh, ow, sh, sw, dh, dw, pads, oh * ow * oc * batch); - auto des = TensorUtils::getDescribe(C_.get()); - des->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; - auto originDes = TensorUtils::getDescribe(im2ColTemp.get()); - des->regions = std::move(originDes->regions); - // Swap src and dst, from im2col->col2im - for (auto& reg : des->regions) { - reg.origin = C.get(); - auto temp = reg.src; - reg.src = std::move(reg.dst); - reg.dst = std::move(temp); - } - } - std::shared_ptr C__(Tensor::createDevice({1, 1, batch * oc * oh * ow})); - res.extras.emplace_back(C__); - res.command.emplace_back(GeometryComputerUtils::makeReduce(ReductionType_SUM, C_.get(), C__.get())); - - if (inputs.size() > 2) { - MNN_ASSERT(oc == inputs[2]->elementSize()); - std::shared_ptr biasLarge(Tensor::createDevice({1, 1, batch * oc * oh * ow})); - res.extras.emplace_back(biasLarge); - auto des = TensorUtils::getDescribe(biasLarge.get()); - des->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; - des->regions.resize(1); - auto& reg = des->regions[0]; - reg.origin = inputs[2]; - reg.size[0] = batch; - reg.size[1] = oc; - reg.size[2] = oh * ow; - reg.src.offset = 0; - reg.src.stride[0] = 0; - reg.src.stride[1] = 1; - reg.src.stride[2] = 0; - reg.dst.offset = 0; - reg.dst.stride[0] = oc * oh * ow; - reg.dst.stride[1] = oh * ow; - reg.dst.stride[2] = 1; - std::shared_ptr temp(Tensor::createDevice({1, 1, batch * oh * ow * oc})); - res.extras.emplace_back(temp); - res.command.emplace_back(GeometryComputerUtils::makeBinary(BinaryOpOperation_ADD, C__.get(), biasLarge.get(), temp.get())); - C__ = temp; - } - - // Activation - float minValue = 0.0f, maxValue = 0.0f; - bool needPostTreat = false; - if (common->relu()) { - needPostTreat = true; - minValue = 0.0f; - maxValue = std::numeric_limits().max(); - } - if (common->relu6()) { - needPostTreat = true; - minValue = 0.0f; - maxValue = 6.0f; - } - if (needPostTreat) { - flatbuffers::FlatBufferBuilder builder; - builder.Finish(GeometryConvUtils::makeRelu6(builder, minValue, maxValue)); - std::shared_ptr C2(new Tensor); - C2->buffer().type = halide_type_of(); - C2->buffer().dimensions = 3; - C2->setLength(0, 1); - C2->setLength(1, 1); - C2->setLength(2, batch * ow * oh * oc); - TensorUtils::getDescribe(C2.get())->dimensionFormat = MNN_DATA_FORMAT_NCHW; - auto cmd = GeometryComputerUtils::makeCommand(builder, {C__.get()}, {C2.get()}); - res.command.emplace_back(cmd); - res.extras.emplace_back(C2); - C__ = C2; - } - GeometryComputerUtils::makeRawAddressRef(outputs[0], C__.get(), 0, oc * batch * ow * oh); - } - return true; - } virtual bool onCompute(const Op* op, const std::vector& inputs, const std::vector& outputs, Context& context, CommandBuffer& res) const override { if (op->main_as_Convolution2D()->common()->hasOutputShape()) { const std::vector newInputs(inputs.begin(), inputs.end() - 1); - if (newInputs.size() == 1) { - // Origin convolution with format converter - return GeometryConvUtils::computeSingle(op, newInputs, outputs, context, res); - } - return computeGEMM_Col2Im(op, newInputs, outputs, context, res); - } else { - if (inputs.size() == 1) { - // Origin convolution with format converter - return GeometryConvUtils::computeSingle(op, inputs, outputs, context, res); - } - return computeGEMM_Col2Im(op, inputs, outputs, context, res); + // Origin convolution with format converter + return GeometryConvUtils::computeSingle(op, newInputs, outputs, context, res); } + // Origin convolution with format converter + return GeometryConvUtils::computeSingle(op, inputs, outputs, context, res); } }; class GeometryIm2Col : public GeometryConv2D { @@ -348,7 +200,10 @@ class GeometryIm2Col : public GeometryConv2D { auto pads = std::make_pair(pw, ph); auto ow = (iw + pw * 2 - kw) / sw + 1; auto oh = (ih + ph * 2 - kh) / sh + 1; - GeometryConvUtils::im2Col(output, input, ic, kh, kw, batch, oh, ow, ih, iw, sh, sw, dh, dw, pads); + auto tmpT = GeometryConvUtils::im2Col(output, input, ic, kh, kw, batch, oh, ow, ih, iw, sh, sw, dh, dw, pads); + if (nullptr != tmpT) { + res.extras.emplace_back(tmpT); + } return true; } }; @@ -381,7 +236,10 @@ class GeometryCol2Im : public GeometryConv2D { int ickhkw = ishape[1]; int ohow = ishape[2]; // set batch = 1, then loopNumber = batch - GeometryConvUtils::im2Col(output, input, ic, kh, kw, 1, oh, ow, ih, iw, sh, sw, dh, dw, pads); + auto tmpIm2Col = GeometryConvUtils::im2Col(output, input, ic, kh, kw, 1, oh, ow, ih, iw, sh, sw, dh, dw, pads); + if (nullptr != tmpIm2Col) { + res.extras.emplace_back(tmpIm2Col); + } auto des = TensorUtils::getDescribe(output); // build cmd flatbuffers::FlatBufferBuilder builder; diff --git a/source/geometry/GeometryConv2DBackPropFilter.cpp b/source/geometry/GeometryConv2DBackPropFilter.cpp index b6b5d7653..f542da4ea 100644 --- a/source/geometry/GeometryConv2DBackPropFilter.cpp +++ b/source/geometry/GeometryConv2DBackPropFilter.cpp @@ -198,7 +198,10 @@ class GeometryConv2DBackPropFilter : public GeometryComputer { { // B: Input Im2Col, n, ic, ih, iw -> ic*kh*kw, n*oh*ow std::shared_ptr im2Col(new Tensor); - GeometryConvUtils::im2Col(im2Col.get(), input, ic, kh, kw, batch, oh, ow, ih, iw, sh, sw, dh, dw, pads); + std::shared_ptr im2ColTemp = GeometryConvUtils::im2Col(im2Col.get(), input, ic, kh, kw, batch, oh, ow, ih, iw, sh, sw, dh, dw, pads); + if (im2ColTemp.get() != nullptr) { + res.extras.emplace_back(im2ColTemp); + } B = im2Col.get(); res.extras.emplace_back(im2Col); } diff --git a/source/geometry/GeometryConvUtils.cpp b/source/geometry/GeometryConvUtils.cpp index 01dcc0e96..de89c5352 100644 --- a/source/geometry/GeometryConvUtils.cpp +++ b/source/geometry/GeometryConvUtils.cpp @@ -130,7 +130,7 @@ void GeometryConvUtils::im2Col3d(Tensor* im2Col, Tensor* input, int ic, int kd, } } } -void GeometryConvUtils::im2Col(Tensor* im2Col, Tensor* input, int ic, int kh, int kw, int batch, int oh, int ow, int ih, +std::shared_ptr GeometryConvUtils::im2Col(Tensor* im2Col, Tensor* input, int ic, int kh, int kw, int batch, int oh, int ow, int ih, int iw, int sh, int sw, int dh, int dw, std::pair pads, int srcKernelOffset, Tensor* padVal) { im2Col->buffer().type = halide_type_of(); im2Col->buffer().dimensions = 2; @@ -141,83 +141,110 @@ void GeometryConvUtils::im2Col(Tensor* im2Col, Tensor* input, int ic, int kh, in des->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; des->dimensionFormat = MNN_DATA_FORMAT_NCHW; des->regions.clear(); - if (padVal == nullptr) { - des->regions.reserve(batch * kw * kh); + std::shared_ptr tempTensor; + if (batch > 1) { + tempTensor.reset(new Tensor); + tempTensor->buffer().type = halide_type_of(); + tempTensor->buffer().dimensions = 2; + tempTensor->setLength(0, kw * kh * ic * batch); + tempTensor->setLength(1, ow * oh); + TensorUtils::setLinearLayout(tempTensor.get()); + des = TensorUtils::getDescribe(tempTensor.get()); + des->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL; + des->dimensionFormat = MNN_DATA_FORMAT_NCHW; } - int dstStrideChannel = batch * oh * ow * kh * kw; + des->regions.reserve(kw * kh); + int dstStrideChannel = oh * ow * kh * kw; int srcStrideChannel = iw * ih; - for (int n = 0; n < batch; ++n) { - auto dstOffset = ow * oh * n; - auto srcOffset = n * ic * iw * ih; - for (int ky = 0; ky < kh; ++ky) { - auto startSy = ky * dh - pads.second; - int startDy = 0; - int upPad = 0, belowPad = 0; - if (startSy < 0) { - startDy = ((-startSy) + sh - 1) / sh; - startSy = startSy + startDy * sh; - upPad = startDy * ow; + auto dstOffset = 0; + auto srcOffset = 0; + for (int ky = 0; ky < kh; ++ky) { + auto startSy = ky * dh - pads.second; + int startDy = 0; + int upPad = 0, belowPad = 0; + if (startSy < 0) { + startDy = ((-startSy) + sh - 1) / sh; + startSy = startSy + startDy * sh; + upPad = startDy * ow; + } + auto endDy = oh - 1; + auto endSy = endDy * sh + ky * dh - pads.second; + if (endSy >= ih) { + endDy = endDy - (endSy - ih + sh) / sh; + endSy = endDy * sh + ky * dh - pads.second; + belowPad = (oh - endDy - 1) * ow; + } + if (startDy > endDy || endDy < 0 || startSy >= ih) { + continue; + } + auto dstOffsetKy = dstOffset + ky * kw * ow * oh + startDy * ow; + auto srcOffsetKy = srcOffset + startSy * iw; + for (int kx = 0; kx < kw; ++kx) { + auto startSx = kx * dw - pads.first; + int startDx = 0; + int leftPad = 0, rightPad = 0; + if (startSx < 0) { + startDx = ((-startSx) + sw - 1) / sw; + startSx = startSx + startDx * sw; + leftPad = startDx; } - auto endDy = oh - 1; - auto endSy = endDy * sh + ky * dh - pads.second; - if (endSy >= ih) { - endDy = endDy - (endSy - ih + sh) / sh; - endSy = endDy * sh + ky * dh - pads.second; - belowPad = (oh - endDy - 1) * ow; + auto endDx = ow - 1; + auto endSx = endDx * sw + kx * dw - pads.first; + if (endSx >= iw) { + endDx = endDx - (endSx - iw + sw) / sw; + endSx = endDx * sw + kx * dw - pads.first; + rightPad = ow - endDx - 1; } - if (startDy > endDy || endDy < 0 || startSy >= ih) { + if (startDx > endDx || endDx < 0 || startSx >= iw) { continue; } - auto dstOffsetKy = dstOffset + ky * kw * ow * oh * batch + startDy * ow; - auto srcOffsetKy = srcOffset + startSy * iw; - for (int kx = 0; kx < kw; ++kx) { - auto startSx = kx * dw - pads.first; - int startDx = 0; - int leftPad = 0, rightPad = 0; - if (startSx < 0) { - startDx = ((-startSx) + sw - 1) / sw; - startSx = startSx + startDx * sw; - leftPad = startDx; - } - auto endDx = ow - 1; - auto endSx = endDx * sw + kx * dw - pads.first; - if (endSx >= iw) { - endDx = endDx - (endSx - iw + sw) / sw; - endSx = endDx * sw + kx * dw - pads.first; - rightPad = ow - endDx - 1; - } - if (startDx > endDx || endDx < 0 || startSx >= iw) { - continue; - } - auto dstOffsetKx = dstOffsetKy + kx * ow * oh * batch + startDx; - auto srcOffsetKx = srcOffsetKy + startSx + srcKernelOffset * (kx + ky * kw); - const int ohExcludePad = endDy - startDy + 1; - const int owExcludePad = endDx - startDx + 1; - // if given padVal, pad value will use padVa otherwise use zero - if (padVal) { - ADD_PAD_VALUE(up, -(startDx+upPad), 1, 0); - ADD_PAD_VALUE(below, ohExcludePad * ow - startDx, 1, 0); - ADD_PAD_VALUE(left, -leftPad, ohExcludePad, ow); - ADD_PAD_VALUE(right, owExcludePad, ohExcludePad, ow); - } - Tensor::InsideDescribe::Region region; - region.origin = input; - region.size[0] = ic; - region.size[1] = ohExcludePad; - region.size[2] = owExcludePad; - region.src.offset = srcOffsetKx; - region.dst.offset = dstOffsetKx; - region.src.stride[0] = srcStrideChannel; - region.dst.stride[0] = dstStrideChannel; - region.src.stride[1] = sh * iw; - region.dst.stride[1] = ow; - region.src.stride[2] = sw; - region.dst.stride[2] = 1; - des->regions.emplace_back(std::move(region)); + auto dstOffsetKx = dstOffsetKy + kx * ow * oh + startDx; + auto srcOffsetKx = srcOffsetKy + startSx + srcKernelOffset * (kx + ky * kw); + const int ohExcludePad = endDy - startDy + 1; + const int owExcludePad = endDx - startDx + 1; + // if given padVal, pad value will use padVa otherwise use zero + if (padVal) { + ADD_PAD_VALUE(up, -(startDx+upPad), 1, 0); + ADD_PAD_VALUE(below, ohExcludePad * ow - startDx, 1, 0); + ADD_PAD_VALUE(left, -leftPad, ohExcludePad, ow); + ADD_PAD_VALUE(right, owExcludePad, ohExcludePad, ow); } + Tensor::InsideDescribe::Region region; + region.origin = input; + region.size[0] = ic * batch; + region.size[1] = ohExcludePad; + region.size[2] = owExcludePad; + region.src.offset = srcOffsetKx; + region.dst.offset = dstOffsetKx; + region.src.stride[0] = srcStrideChannel; + region.dst.stride[0] = dstStrideChannel; + region.src.stride[1] = sh * iw; + region.dst.stride[1] = ow; + region.src.stride[2] = sw; + region.dst.stride[2] = 1; + des->regions.emplace_back(std::move(region)); } - // MNN_ASSERT(des->regions.size() > 0); } + if (batch > 1) { + // Transpose: batch, ic, kh, kw, oh, ow -> ic, kh, kw, batch, oh, ow + auto destDes = TensorUtils::getDescribe(im2Col); + destDes->regions.resize(1); + auto& reg = destDes->regions[0]; + reg.size[0] = ic * kh * kw; + reg.size[1] = batch; + reg.size[2] = oh * ow; + reg.src.offset = 0; + reg.src.stride[0] = reg.size[2]; + reg.src.stride[1] = reg.size[2] * reg.size[0]; + reg.src.stride[2] = 1; + + reg.dst.offset = 0; + reg.dst.stride[0] = reg.size[2] * batch; + reg.dst.stride[1] = reg.size[2]; + reg.dst.stride[2] = 1; + reg.origin = tempTensor.get(); + } + return tempTensor; } bool GeometryConvUtils::computeSingle(const Op* op, const std::vector& inputs, const std::vector& outputs, GeometryComputer::Context& context, CommandBuffer& res) { auto newOutputs = outputs; diff --git a/source/geometry/GeometryConvUtils.hpp b/source/geometry/GeometryConvUtils.hpp index d5ce50b66..c87d9f329 100644 --- a/source/geometry/GeometryConvUtils.hpp +++ b/source/geometry/GeometryConvUtils.hpp @@ -18,7 +18,7 @@ class GeometryConvUtils { public: static void im2Col3d(Tensor* im2Col, Tensor* input, int ic, int kd, int kh, int kw, int batch, int od, int oh, int ow, int id, int ih, int iw, int sd, int sh, int sw, int dd, int dh, int dw, int pd, int ph, int pw, int srcKernelOffset = 0); - static void im2Col(Tensor* im2Col, Tensor* input, int ic, int kh, int kw, int batch, int oh, int ow, int ih, int iw, + static std::shared_ptr im2Col(Tensor* im2Col, Tensor* input, int ic, int kh, int kw, int batch, int oh, int ow, int ih, int iw, int sh, int sw, int dh, int dw, std::pair pads, int srcKernelOffset = 0, Tensor* padVal = nullptr); static bool computeSingle(const Op* op, const std::vector& inputs, const std::vector& outputs, GeometryComputer::Context& context, CommandBuffer& res); diff --git a/source/geometry/GeometryDilation2D.cpp b/source/geometry/GeometryDilation2D.cpp index 26d6f960e..1c39b806c 100644 --- a/source/geometry/GeometryDilation2D.cpp +++ b/source/geometry/GeometryDilation2D.cpp @@ -52,9 +52,12 @@ class GeometryDilation2D : public GeometryComputer { padVal->host()[0] = -std::numeric_limits::infinity(); // Im2Col: n, ic, ih, iw -> (ic * kh * kw) * (batch * oh * ow) std::shared_ptr im2Col(new Tensor); - GeometryConvUtils::im2Col(im2Col.get(), input, inputChannel, kernelHeight, kernelWidth, batch, + auto tmpT = GeometryConvUtils::im2Col(im2Col.get(), input, inputChannel, kernelHeight, kernelWidth, batch, outputHeight, outputWidth, inputHeight, inputWidth, strideHeight, strideWidth, dialteHeight, dialteWidth, pads, 0, padVal.get()); + if (nullptr != tmpT.get()) { + res.extras.emplace_back(tmpT); + } A = im2Col.get(); res.extras.emplace_back(im2Col); } diff --git a/source/math/Vec.hpp b/source/math/Vec.hpp index 7ca82319b..d247dcb33 100644 --- a/source/math/Vec.hpp +++ b/source/math/Vec.hpp @@ -216,8 +216,6 @@ template<> struct Vec { using VecType = Vec; int32x4_t value; - int32x4_t one = vdupq_n_s32(1); - int32x4_t zero = vdupq_n_s32(0); Vec() { } Vec(const int32_t v) { @@ -285,10 +283,10 @@ struct Vec { auto m1 = vtrn2q_s32(vec0.value, vec1.value); auto m2 = vtrn1q_s32(vec2.value, vec3.value); auto m3 = vtrn2q_s32(vec2.value, vec3.value); - vec0.value = vtrn1q_s64(reinterpret_cast(m0), reinterpret_cast(m2)); - vec1.value = vtrn1q_s64(reinterpret_cast(m1), reinterpret_cast(m3)); - vec2.value = vtrn2q_s64(reinterpret_cast(m0), reinterpret_cast(m2)); - vec3.value = vtrn2q_s64(reinterpret_cast(m1), reinterpret_cast(m3)); + vec0.value = reinterpret_cast(vtrn1q_s64(reinterpret_cast(m0), reinterpret_cast(m2))); + vec1.value = reinterpret_cast(vtrn1q_s64(reinterpret_cast(m1), reinterpret_cast(m3))); + vec2.value = reinterpret_cast(vtrn2q_s64(reinterpret_cast(m0), reinterpret_cast(m2))); + vec3.value = reinterpret_cast(vtrn2q_s64(reinterpret_cast(m1), reinterpret_cast(m3))); #else auto m0m1 = vtrnq_s32(vec0.value, vec1.value); @@ -297,10 +295,10 @@ struct Vec { vec1.value = m0m1.val[1]; vec2.value = m2m3.val[0]; vec3.value = m2m3.val[1]; - vec0.value = vsetq_lane_s64(vgetq_lane_s64(m2m3.val[0], 0), vec0.value, 1); - vec1.value = vsetq_lane_s64(vgetq_lane_s64(m2m3.val[1], 0), vec1.value, 1); - vec2.value = vsetq_lane_s64(vgetq_lane_s64(m0m1.val[0], 1), vec2.value, 0); - vec3.value = vsetq_lane_s64(vgetq_lane_s64(m0m1.val[1], 1), vec3.value, 0); + vec0.value = reinterpret_cast(vsetq_lane_s64(vgetq_lane_s64(m2m3.val[0], 0), vec0.value, 1)); + vec1.value = reinterpret_cast(vsetq_lane_s64(vgetq_lane_s64(m2m3.val[1], 0), vec1.value, 1)); + vec2.value = reinterpret_cast(vsetq_lane_s64(vgetq_lane_s64(m0m1.val[0], 1), vec2.value, 0)); + vec3.value = reinterpret_cast(vsetq_lane_s64(vgetq_lane_s64(m0m1.val[1], 1), vec3.value, 0)); #endif } @@ -345,26 +343,36 @@ struct Vec { return dst; } VecType operator<(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcltq_s32(value, lr.value); VecType dst = { vbslq_s32(res, one, zero) }; return dst; } VecType operator>(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcgtq_s32(value, lr.value); VecType dst = { vbslq_s32(res, one, zero) }; return dst; } VecType operator<=(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcleq_s32(value, lr.value); VecType dst = { vbslq_s32(res, one, zero) }; return dst; } VecType operator>=(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcgeq_s32(value, lr.value); VecType dst = { vbslq_s32(res, one, zero) }; return dst; } VecType operator==(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vceqq_s32(value, lr.value); VecType dst = { vbslq_s32(res, one, zero) }; return dst; @@ -376,8 +384,6 @@ struct Vec { using VecType = Vec; using VecTypeInt32 = Vec; float32x4_t value; - int32x4_t one = vdupq_n_s32(1); - int32x4_t zero = vdupq_n_s32(0); Vec() { } Vec(const float v) { @@ -504,28 +510,38 @@ struct Vec { return dst; } VecType operator<(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcltq_f32(value, lr.value); - VecType dst = { vbslq_s32(res, one, zero) }; + VecType dst = { reinterpret_cast(vbslq_s32(res, one, zero)) }; return dst; } VecType operator>(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcgtq_f32(value, lr.value); - VecType dst = { vbslq_s32(res, one, zero) }; + VecType dst = { reinterpret_cast(vbslq_s32(res, one, zero)) }; return dst; } VecType operator<=(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcleq_f32(value, lr.value); - VecType dst = { vbslq_s32(res, one, zero) }; + VecType dst = { reinterpret_cast(vbslq_s32(res, one, zero)) }; return dst; } VecType operator>=(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vcgeq_f32(value, lr.value); - VecType dst = { vbslq_s32(res, one, zero) }; + VecType dst = { reinterpret_cast(vbslq_s32(res, one, zero)) }; return dst; } VecType operator==(const VecType& lr) const { + int32x4_t one = vdupq_n_s32(1); + int32x4_t zero = vdupq_n_s32(0); uint32x4_t res = vceqq_f32(value, lr.value); - VecType dst = { vbslq_s32(res, one, zero) }; + VecType dst = { reinterpret_cast(vbslq_s32(res, one, zero)) }; return dst; } }; @@ -536,7 +552,6 @@ struct Vec { using VecType = Vec; using VecTypeArray = std::array; __m128i value; - __m128i one = _mm_set1_epi32(1); VecType operator+(const VecType& lr) const { VecType dst = { _mm_add_epi32(value, lr.value) }; return dst; @@ -563,26 +578,31 @@ struct Vec { return *this; } VecType operator==(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128i mask = _mm_cmpeq_epi32(value, lr.value); VecType dst = { _mm_and_si128(one, mask) }; return dst; } VecType operator<(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128i mask = _mm_cmplt_epi32(value, lr.value); VecType dst = { _mm_and_si128(one, mask) }; return dst; } VecType operator<=(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128i mask = _mm_cmpgt_epi32(value, lr.value); VecType dst = { _mm_andnot_si128(mask, one) }; return dst; } VecType operator>(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128i mask = _mm_cmpgt_epi32(value, lr.value); VecType dst = { _mm_and_si128(one, mask) }; return dst; } VecType operator>=(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128i mask = _mm_cmplt_epi32(value, lr.value); VecType dst = { _mm_andnot_si128(mask, one) }; return dst; @@ -668,7 +688,6 @@ struct Vec { using VecTypeInt32 = Vec; using VecTypeArray = std::array; __m128 value; - __m128i one = _mm_set1_epi32(1); VecType operator+(const VecType& lr) const { VecType dst = { _mm_add_ps(value, lr.value) }; return dst; @@ -708,26 +727,31 @@ struct Vec { return dst; } VecType operator==(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128i mask = _mm_cmpeq_epi32(_mm_castps_si128(value), _mm_castps_si128(lr.value)); VecType dst = { _mm_castsi128_ps(_mm_and_si128(one, mask)) }; return dst; } VecType operator<(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128i mask = _mm_cmplt_epi32(_mm_castps_si128(value), _mm_castps_si128(lr.value)); VecType dst = { _mm_castsi128_ps(_mm_and_si128(one, mask)) }; return dst; } VecType operator<=(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128 mask = _mm_cmple_ps(value, lr.value); VecType dst = { _mm_castsi128_ps(_mm_and_si128(one, _mm_castps_si128(mask))) }; return dst; } VecType operator>(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128 mask = _mm_cmpgt_ps(value, lr.value); VecType dst = { _mm_castsi128_ps(_mm_and_si128(one, _mm_castps_si128(mask))) }; return dst; } VecType operator>=(const VecType& lr) const { + __m128i one = _mm_set1_epi32(1); __m128 mask = _mm_cmpge_ps(value, lr.value); VecType dst = { _mm_castsi128_ps(_mm_and_si128(one, _mm_castps_si128(mask))) }; return dst; diff --git a/source/shape/ShapeCast.cpp b/source/shape/ShapeCast.cpp index a16d34a62..9ce4b3f53 100644 --- a/source/shape/ShapeCast.cpp +++ b/source/shape/ShapeCast.cpp @@ -25,6 +25,14 @@ class CastSizeComputer : public SizeComputer { output->buffer().type = halide_type_of(); return true; } + if (OpType_QuantizeLinear == op->type()) { + output->buffer().type = halide_type_of(); + return true; + } + if (OpType_DequantizeLinear == op->type()) { + output->buffer().type = halide_type_of(); + return true; + } const auto opParam = op->main_as_CastParam(); outputs[0]->setType(opParam->dstT()); @@ -35,5 +43,7 @@ class CastSizeComputer : public SizeComputer { REGISTER_SHAPE(CastSizeComputer, OpType_Cast); REGISTER_SHAPE(CastSizeComputer, OpType_FloatToInt8); REGISTER_SHAPE(CastSizeComputer, OpType_Int8ToFloat); +REGISTER_SHAPE(CastSizeComputer, OpType_QuantizeLinear); +REGISTER_SHAPE(CastSizeComputer, OpType_DequantizeLinear); } // namespace MNN diff --git a/source/shape/ShapeGridSample.cpp b/source/shape/ShapeGridSample.cpp index 5606f2d32..5bdc29b59 100644 --- a/source/shape/ShapeGridSample.cpp +++ b/source/shape/ShapeGridSample.cpp @@ -15,8 +15,23 @@ class GridSampleSizeComputer : public SizeComputer { const std::vector &outputs) const override { // https://pytorch.org/docs/1.7.1/nn.functional.html?highlight=grid_sample#torch.nn.functional.grid_sample // inputs[0] is input, inputs[1] is grid - MNN_ASSERT(2 == inputs.size()); + MNN_ASSERT(2 <= inputs.size()); MNN_ASSERT(1 == outputs.size()); + auto &ibInput0 = inputs[0]->buffer(); + auto &ob = outputs[0]->buffer(); + ob.type = ibInput0.type; + TensorUtils::getDescribe(outputs[0])->dimensionFormat = TensorUtils::getDescribe( + inputs[0])->dimensionFormat; + if (inputs.size() > 2) { + // For Grad, just copy the shape + ob.dimensions = inputs[2]->length(0); + auto shapePtr = inputs[2]->host(); + for (int i=0; ibuffer().dimensions; int grid_dim = inputs[1]->buffer().dimensions; MNN_ASSERT((4 == input_dim && 4 == grid_dim) || (5 == input_dim && 5 == grid_dim)); @@ -25,9 +40,7 @@ class GridSampleSizeComputer : public SizeComputer { } MNN_ASSERT(grid_dim - 2 == inputs[1]->buffer().dim[grid_dim - 1].extent); - auto &ibInput0 = inputs[0]->buffer(); auto &ibInput1 = inputs[1]->buffer(); - auto &ob = outputs[0]->buffer(); ob.dimensions = ibInput1.dimensions; ob.dim[0].extent = ibInput0.dim[0].extent; @@ -38,9 +51,6 @@ class GridSampleSizeComputer : public SizeComputer { ob.dim[4].extent = ibInput1.dim[3].extent; } - ob.type = ibInput0.type; - TensorUtils::getDescribe(outputs[0])->dimensionFormat = TensorUtils::getDescribe( - inputs[0])->dimensionFormat; return true; } @@ -55,6 +65,6 @@ class GridSampleSizeComputer : public SizeComputer { } }; -REGISTER_SHAPE(GridSampleSizeComputer, OpType_GridSample); +REGISTER_SHAPE_INPUTS(GridSampleSizeComputer, OpType_GridSample, {2}); } // namespace MNN diff --git a/source/shape/ShapeMatMul.cpp b/source/shape/ShapeMatMul.cpp index 01e40e931..64b6f27f2 100644 --- a/source/shape/ShapeMatMul.cpp +++ b/source/shape/ShapeMatMul.cpp @@ -9,15 +9,14 @@ #include "shape/SizeComputer.hpp" #include "core/Macro.h" #include "core/TensorUtils.hpp" +#include "core/OpCommonUtils.hpp" namespace MNN { class MatMulSizeComputer : public SizeComputer { - virtual bool onComputeSize(const MNN::Op* op, const std::vector& inputs, - const std::vector& outputs) const override { - MNN_ASSERT(1 == outputs.size()); - bool transposeA = false; - bool transposeB = false; + static void _getTranspose(const MNN::Op* op, bool& transposeA, bool& transposeB) { + transposeA = false; + transposeB = false; if (op->type() == OpType_MatMul) { transposeA = op->main_as_MatMul()->transposeA(); transposeB = op->main_as_MatMul()->transposeB(); @@ -26,35 +25,24 @@ class MatMulSizeComputer : public SizeComputer { transposeA = op->main_as_BatchMatMulParam()->adjX(); transposeB = op->main_as_BatchMatMulParam()->adjY(); } - auto i0Dim = inputs[0]->dimensions(); - auto i1Dim = inputs[1]->dimensions(); - if (i0Dim < 2 || i1Dim < 2) { - return false; - } - + } + virtual bool onComputeSize(const MNN::Op* op, const std::vector& inputs, + const std::vector& outputs) const override { + MNN_ASSERT(1 == outputs.size()); auto output = outputs[0]; - auto w0 = inputs[0]->length(i0Dim - 1); - auto h0 = inputs[0]->length(i0Dim - 2); output->buffer().type = inputs[0]->buffer().type; - - if (transposeA) { - auto t = w0; - w0 = h0; - h0 = t; - } - - auto w1 = inputs[1]->length(i1Dim - 1); - auto h1 = inputs[1]->length(i1Dim - 2); - if (transposeB) { - auto t = w1; - w1 = h1; - h1 = t; - } - - if (w0 != h1) { + bool transposeA; + bool transposeB; + _getTranspose(op, transposeA, transposeB); + int e, l, h; + bool valid = OpCommonUtils::computeMatMulSize(transposeA, transposeB, inputs[0], inputs[1], e, l, h); + if (!valid) { return false; } // Compute BroastCast Dims + auto i0Dim = inputs[0]->dimensions(); + auto i1Dim = inputs[1]->dimensions(); + auto input0 = inputs[0]; auto input1 = inputs[1]; auto o0Dim = i0Dim; @@ -89,26 +77,45 @@ class MatMulSizeComputer : public SizeComputer { } } // Last Two dim - output->setLength(o0Dim - 2, h0); - output->setLength(o0Dim - 1, w1); - + output->setLength(o0Dim - 2, e); + output->setLength(o0Dim - 1, h); + bool eValid = inputs[0]->dimensions() > 1; + bool hValid = inputs[1]->dimensions() > 1; + int squeezeDim = 0; + if (!eValid) { + squeezeDim++; + output->setLength(o0Dim - 2, h); + } + if (!hValid) { + squeezeDim++; + output->setLength(o0Dim - 1, e); + } + if (squeezeDim > 0) { + output->buffer().dimensions = o0Dim - squeezeDim; + } + TensorUtils::getDescribe(output)->dimensionFormat = TensorUtils::getDescribe(inputs[0])->dimensionFormat; return true; } virtual float onComputeFlops(const MNN::Op* op, const std::vector& inputs, const std::vector& outputs) const override { + bool transposeA; + bool transposeB; + _getTranspose(op, transposeA, transposeB); + int e=0, l=0, h=0; + OpCommonUtils::computeMatMulSize(transposeA, transposeB, inputs[0], inputs[1], e, l, h); Tensor* C = outputs[0]; - auto w0 = inputs[0]->length(1); - auto h0 = inputs[0]->length(0); - auto e = C->length(0); - auto h = C->length(1); - auto l = w0; - const auto mat = op->main_as_MatMul(); - if (mat->transposeA()) { - l = h0; - } auto flops = (float)e * l * h / FLOPS_M; - for (int i=0; idimensions() - 2; ++i) { + bool eValid = inputs[0]->dimensions() > 1; + bool hValid = inputs[1]->dimensions() > 1; + int squeezeDim = 0; + if (!eValid) { + squeezeDim++; + } + if (!hValid) { + squeezeDim++; + } + for (int i=0; idimensions() - 2 + squeezeDim; ++i) { flops *= C->length(i); } return flops; diff --git a/source/shape/ShapeRegister.cpp b/source/shape/ShapeRegister.cpp index d9c0fb306..0897e2702 100644 --- a/source/shape/ShapeRegister.cpp +++ b/source/shape/ShapeRegister.cpp @@ -43,6 +43,8 @@ extern void ___ConcatSizeComputer__OpType_QuantizedConcat__(); extern void ___CastSizeComputer__OpType_Cast__(); extern void ___CastSizeComputer__OpType_FloatToInt8__(); extern void ___CastSizeComputer__OpType_Int8ToFloat__(); +extern void ___CastSizeComputer__OpType_QuantizeLinear__(); +extern void ___CastSizeComputer__OpType_DequantizeLinear__(); extern void ___BatchToSpaceNDSizeComputer__OpType_BatchToSpaceND__(); extern void ___LinSpaceSizeComputer__OpType_LinSpace__(); extern void ___TileComputer__OpType_Tile__(); @@ -109,6 +111,10 @@ extern void ___PackComputer__OpType_Pack__(); extern void ___DeconvolutionSizeComputer__OpType_Deconvolution__(); extern void ___DeconvolutionSizeComputer__OpType_DeconvolutionDepthwise__(); +#ifdef MNN_SUPPORT_RENDER +extern void ___RasterAndInterpolateComputer__OpType_RasterAndInterpolate__(); +extern void ___TextureComputer__OpType_Texture__(); +#endif void registerShapeOps() { ___ShapeSizeComputer__OpType_Shape__(); ___ShapeRasterComputer__OpType_Raster__(); @@ -153,6 +159,8 @@ ___ConcatSizeComputer__OpType_QuantizedConcat__(); ___CastSizeComputer__OpType_Cast__(); ___CastSizeComputer__OpType_FloatToInt8__(); ___CastSizeComputer__OpType_Int8ToFloat__(); +___CastSizeComputer__OpType_QuantizeLinear__(); +___CastSizeComputer__OpType_DequantizeLinear__(); ___BatchToSpaceNDSizeComputer__OpType_BatchToSpaceND__(); ___LinSpaceSizeComputer__OpType_LinSpace__(); ___TileComputer__OpType_Tile__(); @@ -218,5 +226,9 @@ ___SpaceToBatchNDSizeComputer__OpType_SpaceToBatchND__(); ___PackComputer__OpType_Pack__(); ___DeconvolutionSizeComputer__OpType_Deconvolution__(); ___DeconvolutionSizeComputer__OpType_DeconvolutionDepthwise__(); +#ifdef MNN_SUPPORT_RENDER +___RasterAndInterpolateComputer__OpType_RasterAndInterpolate__(); +___TextureComputer__OpType_Texture__(); +#endif } } diff --git a/source/shape/SizeComputer.hpp b/source/shape/SizeComputer.hpp index 9a68475c3..50b77826d 100644 --- a/source/shape/SizeComputer.hpp +++ b/source/shape/SizeComputer.hpp @@ -159,4 +159,18 @@ class SizeComputerRegister { #endif +#ifdef MNN_SUPPORT_RENDER +#define REGISTER_SHAPE_INPUTS_RENDER(name, op, index) \ + void ___##name##__##op##__() { \ + SizeComputerSuite* ts = SizeComputerSuite::get(); \ + name* computer = new name; \ + computer->setInputIndex(index); \ + ts->insert(computer, op); \ + } + +#else +#define REGISTER_SHAPE_INPUTS_RENDER(name, op, index) void ___##name##__##op##__() {} + +#endif + #endif diff --git a/test/grad/BinaryGradTest.cpp b/test/grad/BinaryGradTest.cpp index 915d77c61..7ea5cc995 100644 --- a/test/grad/BinaryGradTest.cpp +++ b/test/grad/BinaryGradTest.cpp @@ -33,19 +33,20 @@ class BinaryGradTest : public MNNTestCase { const float threshold = 1e-4; + bool res = true; for (int i = 0; i < len; ++i) { auto diff = ::fabsf(gotOutputA[i] - expectedOutputA[i]); if (diff > threshold) { - MNN_ERROR("%s %s grad test failed for input A, expected: %f, but got: %f!\n", name, subname, expectedOutputA[i], gotOutputA[i]); - return false; + MNN_ERROR("%s %s %d grad test failed for input A, expected: %f, but got: %f!\n", name, subname, i, expectedOutputA[i], gotOutputA[i]); + res = false; } diff = ::fabsf(gotOutputB[i] - expectedOutputB[i]); if (diff > threshold) { - MNN_ERROR("%s %s grad test failed for input B, expected: %f, but got: %f!\n", name, subname, expectedOutputB[i], gotOutputB[i]); - return false; + MNN_ERROR("%s %s %d grad test failed for input B, expected: %f, but got: %f!\n", name, subname, i, expectedOutputB[i], gotOutputB[i]); + res = false; } } - return true; + return res; } virtual bool run(int precision) { diff --git a/test/grad/ReLU6GradTest.cpp b/test/grad/ReLU6GradTest.cpp index f65c44dad..8d3f653e7 100644 --- a/test/grad/ReLU6GradTest.cpp +++ b/test/grad/ReLU6GradTest.cpp @@ -21,30 +21,58 @@ class ReLU6GradTest : public MNNTestCase { virtual ~ReLU6GradTest() = default; virtual bool run(int precision) { - const int len = 4; - auto input = _Input({len}, NCHW); - const float inpudata[] = {-1.0, -2.0, 3.0, 6.0}; - auto inputPtr = input->writeMap(); - memcpy(inputPtr, inpudata, len * sizeof(float)); - - auto output = _Relu6(input); - auto opExpr = output->expr().first; - - auto grad = OpGrad::get(opExpr->get()->type()); - float outputDiff[len] = {0.1, -0.2, -0.3, 0.4}; - auto inputGrad = grad->onGrad(opExpr, {_Const(outputDiff, {len})}); - - const std::vector expectedOutput = {0.0, 0.0, -0.3, 0.0}; - auto gotOutput = inputGrad[0]->readMap(); - - for (int i = 0; i < len; ++i) { - auto diff = ::fabsf(gotOutput[i] - expectedOutput[i]); - if (diff > 0.000001) { - MNN_ERROR("%s grad test failed, expected: %f, but got: %f!\n", name, expectedOutput[i], gotOutput[i]); - return false; + { + const int len = 4; + auto input = _Input({len}, NCHW); + const float inpudata[] = {-1.0, -2.0, 3.0, 6.0}; + auto inputPtr = input->writeMap(); + memcpy(inputPtr, inpudata, len * sizeof(float)); + + auto output = _Relu6(input); + auto opExpr = output->expr().first; + + auto grad = OpGrad::get(opExpr->get()->type()); + float outputDiff[] = {0.1, -0.2, -0.3, 0.4}; + auto inputGrad = grad->onGrad(opExpr, {_Const(outputDiff, {len})}); + + const std::vector expectedOutput = {0.0f, 0.0f, -0.3f, 0.0f}; + auto gotOutput = inputGrad[0]->readMap(); + + for (int i = 0; i < len; ++i) { + auto diff = ::fabsf(gotOutput[i] - expectedOutput[i]); + if (diff > 0.000001) { + MNN_ERROR("%s grad test failed, expected: %f, but got: %f!\n", name, expectedOutput[i], gotOutput[i]); + return false; + } } } + { + float minValue = -3.0f; + float maxValue = 1.0f; + const int len = 4; + auto input = _Input({len}, NCHW); + const float inpudata[] = {-1.0f, -2.0f, 3.0f, 6.0f}; + auto inputPtr = input->writeMap(); + memcpy(inputPtr, inpudata, len * sizeof(float)); + + auto output = _Relu6(input, minValue, maxValue); + auto opExpr = output->expr().first; + auto grad = OpGrad::get(opExpr->get()->type()); + float outputDiff[] = {0.1f, -0.2f, -0.3f, 0.4f}; + auto inputGrad = grad->onGrad(opExpr, {_Const(outputDiff, {len})}); + + const std::vector expectedOutput = {0.1f, -0.2f, 0.0f, 0.0f}; + auto gotOutput = inputGrad[0]->readMap(); + + for (int i = 0; i < len; ++i) { + auto diff = ::fabsf(gotOutput[i] - expectedOutput[i]); + if (diff > 0.000001) { + MNN_ERROR("%f-%f, %s grad test failed, expected: %f, but got: %f!\n", minValue, maxValue, name, expectedOutput[i], gotOutput[i]); + return false; + } + } + } return true; } }; diff --git a/test/grad/UnaryGradTest.cpp b/test/grad/UnaryGradTest.cpp index 7e51d3917..03c4f9d72 100644 --- a/test/grad/UnaryGradTest.cpp +++ b/test/grad/UnaryGradTest.cpp @@ -106,7 +106,7 @@ class UnaryGradTest : public MNNTestCase { { auto output = _Sqrt(input); - const std::vector expectedOutput = {NAN, NAN, -INFINITY, 0.1000, NAN}; + const std::vector expectedOutput = {NAN, NAN, 0.0f, 0.1000, NAN}; if (!checkResult(output, outputDiff, expectedOutput, "Sqrt")) { return false; } diff --git a/test/main.cpp b/test/main.cpp index 0fae1f74c..4a01de611 100644 --- a/test/main.cpp +++ b/test/main.cpp @@ -38,10 +38,11 @@ int main(int argc, char* argv[]) { if (argc > 5) { flag = argv[5]; } + FUNC_PRINT(thread); + FUNC_PRINT(precision); MNN::BackendConfig config; config.precision = (MNN::BackendConfig::PrecisionMode)precision; MNN::Express::Executor::getGlobalExecutor()->setGlobalExecutorConfig(type, config, thread); - MNN_PRINT("After update, precision in TestUtil:%d\n", precision); } if (argc > 1) { auto name = argv[1]; diff --git a/test/op/BatchMatMulTest.cpp b/test/op/BatchMatMulTest.cpp index 0f79af2ae..a8e0e4ada 100644 --- a/test/op/BatchMatMulTest.cpp +++ b/test/op/BatchMatMulTest.cpp @@ -315,6 +315,41 @@ class BatchMatMulTest : public MNNTestCase { } } + + // BatchMatMul Large batch with small exlxh shape + { + std::unique_ptr op(new MNN::OpT); + op->type = MNN::OpType_BatchMatMul; + op->main.type = MNN::OpParameter_BatchMatMulParam; + op->main.value = new MNN::BatchMatMulParamT; + auto param = op->main.AsBatchMatMulParam(); + param->adjX = false; + param->adjY = false; + + int batch = 532480; + e = 1; + l = 2; + h = 2; + auto x0 = _Input({}, NHWC, halide_type_of()); + auto x1 = _Input({}, NHWC, halide_type_of()); + x0->resize({batch, h, l}); + x1->resize({batch, l, e}); + auto x0Ptr = x0->writeMap(); + auto x1Ptr = x1->writeMap(); + for (int b = 0; b < batch; ++b) { + fillFloat(x0Ptr + b * h * l, h, l, FP32Converter[precision], (float)((b * 10) % 5)); + fillFloat(x1Ptr + b * e * l, l, e, FP32Converter[precision], (float)((b * 10) % 5)); + } + auto y = Variable::create(Expr::create(op.get(), {x0, x1})); + auto yPtr = y->readMap(); + for (int b = 0; b < batch; ++b) { + auto res = checkMatMul(yPtr + b * e * h, x0Ptr + b * h * l, x1Ptr + b * e * l, e, l, h, FP32Converter[precision]); + if (!res) { + FUNC_PRINT(1); + return false; + } + } + } return true; } }; diff --git a/test/op/ZerosLikeTest.cpp b/test/op/ZerosLikeTest.cpp index be29ac085..fe383735d 100644 --- a/test/op/ZerosLikeTest.cpp +++ b/test/op/ZerosLikeTest.cpp @@ -49,6 +49,10 @@ class ZerosLikeTest : public MNNTestCase { } ExecutorScope::Current()->setLazyComputeMode(MNN::Express::Executor::LAZY_FULL); res = _run(precision, true); + ExecutorScope::Current()->setLazyComputeMode(MNN::Express::Executor::LAZY_COMPUTE_ONCE); + res = _run(precision, true); + ExecutorScope::Current()->setLazyComputeMode(MNN::Express::Executor::LAZY_COMPUTE_ONCE | MNN::Express::Executor::LAZY_CONTENT); + res = _run(precision, true); return res; } }; diff --git a/tools/converter/include/cli.hpp b/tools/converter/include/cli.hpp index 6f9456818..3d2e7fa85 100644 --- a/tools/converter/include/cli.hpp +++ b/tools/converter/include/cli.hpp @@ -22,9 +22,4 @@ class MNN_PUBLIC Cli { }; }; -class CommonKit { -public: - static bool FileIsExist(std::string path); -}; - #endif // CLI_HPP diff --git a/tools/converter/include/commonKit.hpp b/tools/converter/include/commonKit.hpp new file mode 100644 index 000000000..e261f2add --- /dev/null +++ b/tools/converter/include/commonKit.hpp @@ -0,0 +1,18 @@ +// +//// commonKit.hpp +//// +//// Created by MNN on 2023/11/03. +//// Copyright © 2018, Alibaba Group Holding Limited +//// +// +#ifndef COMMONKit_HPP +#define COMMONKit_HPP + +#include +#include "MNN_compression.pb.h" +class CommonKit { +public: + static bool FileIsExist(std::string path); + static bool json2protobuf(const char* jsonFile, const char* protoFile=nullptr, MNN::Compression::Pipeline* pipeline=nullptr); +}; +#endif diff --git a/tools/converter/source/common/cli.cpp b/tools/converter/source/common/cli.cpp index e1b58473a..81186a89f 100644 --- a/tools/converter/source/common/cli.cpp +++ b/tools/converter/source/common/cli.cpp @@ -7,6 +7,7 @@ // #include "cli.hpp" +#include "commonKit.hpp" #if defined(_MSC_VER) #include #undef min @@ -37,6 +38,7 @@ #include #include #include "common/MemoryFormater.h" + namespace MNN { static std::string _getDataType(const halide_type_t& type) { @@ -1182,3 +1184,121 @@ bool CommonKit::FileIsExist(std::string path) { return false; } +bool CommonKit::json2protobuf(const char* jsonFile, const char* protoFile, MNN::Compression::Pipeline* pipeline) { + rapidjson::Document document; + { + std::ifstream fileNames(jsonFile); + std::ostringstream output; + output << fileNames.rdbuf(); + auto outputStr = output.str(); + document.Parse(outputStr.c_str()); + if (document.HasParseError()) { + MNN_ERROR("Invalid json\n"); + return 0; + } + } + if (!document.HasMember("pipeline")) { + MNN_ERROR("Error||Invalid json file: missing pipeline member.\n"); + return 0; + } + auto pipelineInfo = document["pipeline"].GetObject(); + std::string version = pipelineInfo["version"].GetString(); + pipeline->set_version(version); + + auto algos = pipelineInfo["algo"].GetArray(); + for (auto iter = algos.begin(); iter != algos.end(); ++iter) { + auto algoInfo = iter->GetObject(); + auto compressionType = (MNN::Compression::CompressionAlgo_CompressionType)algoInfo["type"].GetInt(); + std::unique_ptr quant_params(new MNN::Compression::QuantizeParams()); + auto quantParamsInfo = algoInfo["quant_params"].GetObject(); + auto round_mode = quantParamsInfo["round_mode"].GetInt(); + quant_params->set_round_mode((MNN::Compression::QuantizeParams_RoundMode)round_mode); + + auto layer = quantParamsInfo["layer"].GetArray(); + for (auto ly = layer.begin(); ly != layer.end(); ++ly) { + auto layerInfo = ly->GetObject(); + auto newLayer = quant_params->add_layer(); + if (layerInfo.HasMember("method")) { + newLayer->set_method((MNN::Compression::LayerQuantizeParams_QuantMethod)layerInfo["method"].GetInt()); + } + + // Weight. + auto weights_ = layerInfo["weight"].GetArray(); + for (auto w = weights_.begin(); w != weights_.end(); ++w) { + // Get weight info. + int bits = w->GetObject()["bits"].GetInt(); + auto name = w->GetObject()["name"].GetString(); + auto scale = w->GetObject()["scales"].GetArray(); + auto zeropoint = w->GetObject()["zero_point"].GetInt(); + auto clamp_min = w->GetObject()["clamp_min"].GetInt(); + auto clamp_max = w->GetObject()["clamp_max"].GetInt(); + // Write to newLayer + auto weight = newLayer->add_weight(); + weight->set_bits(bits); + weight->set_name(name); + weight->set_clamp_max(clamp_max); + weight->set_clamp_min(clamp_min); + for (int k = 0; k < scale.Size(); ++k) { + weight->add_scales(scale[k].GetFloat()); + } + } + + // Input. + auto inputs_ = layerInfo["input"].GetArray(); + for (auto w = inputs_.begin(); w != inputs_.end(); ++w) { + // Get weight info. + int bits = w->GetObject()["bits"].GetInt(); + auto name = w->GetObject()["name"].GetString(); + auto scale = w->GetObject()["scales"].GetArray(); + auto zeropoint = w->GetObject()["zero_point"].GetInt(); + auto clamp_min = w->GetObject()["clamp_min"].GetInt(); + auto clamp_max = w->GetObject()["clamp_max"].GetInt(); + // Write to newLayer + auto input = newLayer->add_input(); + input->set_bits(bits); + input->set_name(name); + input->set_clamp_max(clamp_max); + input->set_clamp_min(clamp_min); + for (int k = 0; k < scale.Size(); ++k) { + input->add_scales(scale[k].GetFloat()); + } + } + + // Output. + auto outputs_ = layerInfo["output"].GetArray(); + for (auto w = outputs_.begin(); w != outputs_.end(); ++w) { + // Get weight info. + int bits = w->GetObject()["bits"].GetInt(); + auto name = w->GetObject()["name"].GetString(); + auto scale = w->GetObject()["scales"].GetArray(); + auto zeropoint = w->GetObject()["zero_point"].GetInt(); + auto clamp_min = w->GetObject()["clamp_min"].GetInt(); + auto clamp_max = w->GetObject()["clamp_max"].GetInt(); + // Write to newLayer + auto output = newLayer->add_output(); + output->set_bits(bits); + output->set_name(name); + output->set_clamp_max(clamp_max); + output->set_clamp_min(clamp_min); + for (int k = 0; k < scale.Size(); ++k) { + output->add_scales(scale[k].GetFloat()); + } + } + } + MNN::Compression::CompressionAlgo* algo = pipeline->add_algo(); + algo->set_type(compressionType); + auto params = algo->quant_params(); + params.CopyFrom(*quant_params.get()); + } + // Write protobuf.bin + if (protoFile) { + std::ofstream output(protoFile, std::ios::out | std::ios::binary); + if (!pipeline->SerializeToOstream(&output)) { + MNN_ERROR("->Error: Fail saving Json file to protobuf file\n"); + return 0; + } + MNN_PRINT("Finish convert json file to protobuf binary file\n"); + } + return 1; +} + diff --git a/tools/converter/source/common/convertToStaticModel.cpp b/tools/converter/source/common/convertToStaticModel.cpp index 461c34858..102600186 100644 --- a/tools/converter/source/common/convertToStaticModel.cpp +++ b/tools/converter/source/common/convertToStaticModel.cpp @@ -184,9 +184,13 @@ static void genStaticModel(CommandBuffer buffer, const std::string& modelName, s auto index = tensorPair.second; //FUNC_PRINT(index); auto des = TensorUtils::getDescribe(tensor); - if (des->usage == Tensor::InsideDescribe::CONSTANT) { + if (des->usage == Tensor::InsideDescribe::CONSTANT || des->usage == MNN::Tensor::InsideDescribe::TRAINABLE) { std::unique_ptr op(new OpT); - op->type = OpType_Const; + if (des->usage == Tensor::InsideDescribe::CONSTANT) { + op->type = OpType_Const; + } else { + op->type = OpType_TrainableParam; + } auto blob = new BlobT; op->main.type = OpParameter_Blob; op->main.value = blob; diff --git a/tools/converter/source/common/writeFb.cpp b/tools/converter/source/common/writeFb.cpp index 178ed1122..c34cdf276 100644 --- a/tools/converter/source/common/writeFb.cpp +++ b/tools/converter/source/common/writeFb.cpp @@ -20,6 +20,7 @@ #include "cpp/ConfigFile.hpp" #include #include "cli.hpp" +#include "commonKit.hpp"" #include "MNN_compression.pb.h" using namespace MNN; @@ -29,9 +30,15 @@ int writeFb(std::unique_ptr& netT, const std::string& MNNModelFile, c std::string compressFileName = config.compressionParamsFile; Compression::Pipeline proto; if (compressFileName != "") { - std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); - if (!proto.ParseFromIstream(&input)) { - MNN_ERROR("Failed to parse compression pipeline proto.\n"); + string jsonSuffix = "json"; + string suffix = compressFileName.substr(compressFileName.find_last_of('.') + 1); + if (jsonSuffix.compare(suffix) != 0) { // protobuf.bin file + std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } + } else { + CommonKit::json2protobuf(compressFileName.c_str(), nullptr, &proto); } } diff --git a/tools/converter/source/compression/PipelineBuilder.cpp b/tools/converter/source/compression/PipelineBuilder.cpp index c431ac694..2589c4394 100644 --- a/tools/converter/source/compression/PipelineBuilder.cpp +++ b/tools/converter/source/compression/PipelineBuilder.cpp @@ -10,6 +10,10 @@ #include "PipelineBuilder.hpp" #include "MNN/MNNDefine.h" +#include +#include "rapidjson/document.h" +#include "cli.hpp" +#include "commonKit.hpp" namespace compression { @@ -20,10 +24,17 @@ Pipeline PipelineBuilder::Build() const { Pipeline pipeline; if (!filename_.empty()) { MNN::Compression::Pipeline proto; - std::fstream input(filename_.c_str(), std::ios::in | std::ios::binary); - if (!proto.ParseFromIstream(&input)) { - MNN_ERROR("Failed to parse compression pipeline proto.\n"); + std::string jsonSuffix = "json"; + std::string suffix = filename_.substr(filename_.find_last_of('.') + 1); + if (jsonSuffix.compare(suffix) != 0) { // protobuf.bin + std::fstream input(filename_.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } else { + ParsePipeline(proto, &pipeline); + } } else { + CommonKit::json2protobuf(filename_.c_str(), nullptr, &proto); ParsePipeline(proto, &pipeline); } } diff --git a/tools/converter/source/onnx/RenderOnnx.cpp b/tools/converter/source/onnx/RenderOnnx.cpp new file mode 100644 index 000000000..5795e8bf0 --- /dev/null +++ b/tools/converter/source/onnx/RenderOnnx.cpp @@ -0,0 +1,78 @@ +// +// RenderOnnx.cpp +// MNNConverter +// +// Created by MNN on 2023/06/04. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include +#include "onnxOpConverter.hpp" + +DECLARE_OP_CONVERTER(TextureOnnx); + +MNN::OpType TextureOnnx::opType() { + return MNN::OpType_Texture; +} +MNN::OpParameter TextureOnnx::type() { + return MNN::OpParameter_GridSample; +} +/** + # Convert filter mode to internal enumeration. + filter_mode_dict = {'nearest': 0, 'linear': 1, 'linear-mipmap-nearest': 2, 'linear-mipmap-linear': 3} + filter_mode_enum = filter_mode_dict[filter_mode] + + # Convert boundary mode to internal enumeration. + boundary_mode_dict = {'cube': 0, 'wrap': 1, 'clamp': 2, 'zero': 3} + boundary_mode_enum = boundary_mode_dict[boundary_mode] + */ +void TextureOnnx::run(MNN::OpT* dstOp, const onnx::NodeProto* onnxNode, + OnnxScope* scope) { + dstOp->main.value = new MNN::GridSampleT; + auto grid = dstOp->main.AsGridSample(); + for (int i=0; iattribute_size(); ++i) { + auto attr = onnxNode->attribute(i); + if (attr.name() == "filter_mode") { + if (attr.i() == 1) { + grid->mode = MNN::SampleMode_BILINEAR; + } else if (attr.i() == 0) { + grid->mode = MNN::SampleMode_NEAREST; + } + continue; + } + if (attr.name() == "boundary_mode") { + if (3 == attr.i()) { + grid->paddingMode = MNN::BorderMode_ZEROS; + } else if (2 == attr.i()) { + grid->paddingMode = MNN::BorderMode_CLAMP; + } else if (1 == attr.i()) { + grid->paddingMode = MNN::BorderMode_CLAMP; + } else if (0 == attr.i()) { + grid->paddingMode = MNN::BorderMode_CUBE; + } + continue; + } + } + dstOp->main.AsGridSample(); + dstOp->defaultDimentionFormat = MNN::MNN_DATA_FORMAT_NCHW; +} + +REGISTER_CONVERTER(TextureOnnx, texture); +REGISTER_CONVERTER(TextureOnnx, texture_mipmap); + + +DECLARE_OP_CONVERTER(RasterGradOnnx); + +MNN::OpType RasterGradOnnx::opType() { + return MNN::OpType_RasterDiff; +} +MNN::OpParameter RasterGradOnnx::type() { + return MNN::OpParameter_NONE; +} + +void RasterGradOnnx::run(MNN::OpT* dstOp, const onnx::NodeProto* onnxNode, + OnnxScope* scope) { + dstOp->defaultDimentionFormat = MNN::MNN_DATA_FORMAT_NCHW; +} + +REGISTER_CONVERTER(RasterGradOnnx, raster_grad); diff --git a/tools/converter/source/onnx/onnxOpConverter.cpp b/tools/converter/source/onnx/onnxOpConverter.cpp index d253ab4f1..146b057db 100644 --- a/tools/converter/source/onnx/onnxOpConverter.cpp +++ b/tools/converter/source/onnx/onnxOpConverter.cpp @@ -362,7 +362,7 @@ MNN::BlobT* onnxOpConverter::convertTensorToBlob(const onnx::TensorProto* consta } case onnx::TensorProto_DataType_UINT32: { auto source = (uint32_t*)tensor_content; - constantParam->float32s.resize(dataSize); + constantParam->int32s.resize(dataSize); for (int i = 0; i < dataSize; ++i) { constantParam->int32s[i] = source[i]; } @@ -370,9 +370,9 @@ MNN::BlobT* onnxOpConverter::convertTensorToBlob(const onnx::TensorProto* consta } case onnx::TensorProto_DataType_UINT64: { auto source = (uint64_t*)tensor_content; - constantParam->float32s.resize(dataSize); + constantParam->int32s.resize(dataSize); for (int i = 0; i < dataSize; ++i) { - constantParam->int32s[i] = source[i]; + constantParam->int32s[i] = _limit(source[i]); } break; } diff --git a/tools/converter/source/optimizer/PostConverter.cpp b/tools/converter/source/optimizer/PostConverter.cpp index ea1e16eda..d2bc426da 100644 --- a/tools/converter/source/optimizer/PostConverter.cpp +++ b/tools/converter/source/optimizer/PostConverter.cpp @@ -10,12 +10,15 @@ #include #include +#include #include "PostConverter.hpp" #include "PostTreatUtils.hpp" #include "Program.hpp" #include "SubGraphComplete.hpp" #include "GenerateSubGraph.hpp" #include "TemplateMerge.hpp" +#include "core/Backend.hpp" +#include //#define MNN_POST_CONVERTER_DEBUG namespace MNN { @@ -184,7 +187,15 @@ std::unique_ptr RunMergePass(std::unique_ptr& originNet, std::string pass = "Merge"; auto& merge = MNN::Express::TemplateMerge::getInstance(pass); - merge.onExecute(program->outputs(), priority, boundary); + std::map updateVars; + merge.onExecute(program->outputs(), priority, updateVars, boundary); + + auto Update = [&](std::shared_ptr program, const std::vector& tensorName) { + program->updateVars(updateVars, tensorName); + }; + + Update(program, originNet->tensorName); + originNet->oplists.clear(); originNet->tensorName.clear(); @@ -200,6 +211,10 @@ std::unique_ptr RunMergePass(std::unique_ptr& originNet, std::unique_ptr optimizeNetImpl(std::unique_ptr& originNet, const std::unordered_map& inputs) { + ExecutorScope::Current()->lazyEval = true; + ExecutorScope::Current()->setLazyComputeMode(Executor::LAZY_FULL); + auto rtInfo = ExecutorScope::Current()->getRuntime(); + rtInfo.second->setExternalFile(".__convert_external_data.bin"); auto* ctx = Global::Get(); MNN_ASSERT(ctx != nullptr); @@ -256,7 +271,7 @@ std::unique_ptr optimizeNetImpl(std::unique_ptr& originNet // Remove Invalid Cast "RemoveInvalidCast" }; - auto tensorDescribe = std::move(originNet->extraTensorDescribe); +// auto tensorDescribe = std::move(originNet->extraTensorDescribe); std::unique_ptr newNet; newNet = std::move(RunExtraPass(originNet, inputs)); RunNetPass(midOptPass, newNet); @@ -326,7 +341,7 @@ std::unique_ptr optimizeNetImpl(std::unique_ptr& originNet newNet = std::move(RunMergePass(newNet, inputs, PASS_PRIORITY_LOW)); newNet = std::move(RunMergePass(newNet, inputs, PASS_PRIORITY_FINAL)); - newNet->extraTensorDescribe = std::move(tensorDescribe); +// newNet->extraTensorDescribe = std::move(tensorDescribe); RunNetPass({"ReIndexTensor"}, newNet); RunNetPass({"ReIndexOnnxIfAlias"}, newNet); diff --git a/tools/converter/source/optimizer/Program.cpp b/tools/converter/source/optimizer/Program.cpp index 4df3e7ae5..28be3f37e 100644 --- a/tools/converter/source/optimizer/Program.cpp +++ b/tools/converter/source/optimizer/Program.cpp @@ -24,7 +24,7 @@ void Program::createUnit(std::map& varMap, std::vector& inputInd } void Program::createUnit(std::map& varMap, std::vector& inputIndexes, const std::vector>& oplists, - MNN::OpT* op, const std::vector& tensorName, std::set& invalidSet, std::set& extraInputIndexes) { + MNN::OpT* op, const std::vector& tensorName, std::set& invalidSet, std::set& extraInputIndexes, const MNN::NetT* net) { if (invalidSet.find(op) != invalidSet.end()) { return; } @@ -46,7 +46,7 @@ void Program::createUnit(std::map& varMap, std::vector& inputInd for (int j = 0; j < oplists.size(); ++j) { for (auto outputIndex : oplists[j]->outputIndexes) { if (outputIndex == input) { - createUnit(varMap, inputIndexes, oplists, oplists[j].get(), tensorName, invalidSet, extraInputIndexes); + createUnit(varMap, inputIndexes, oplists, oplists[j].get(), tensorName, invalidSet, extraInputIndexes, net); } } } @@ -69,6 +69,15 @@ void Program::createUnit(std::map& varMap, std::vector& inputInd } auto newVar = Variable::create(expr, j); newVar->setName(tensorName[outputIndexes[j]]); + if (op->type != OpType_ConvertTensor && nullptr != net && !net->extraTensorDescribe.empty()) { + auto& extraDescribes = net->extraTensorDescribe; + int idx = outputIndexes[j]; + if (idx < extraDescribes.size() && nullptr != extraDescribes[idx] && nullptr != extraDescribes[idx]->quantInfo) { + float scale = extraDescribes[idx]->quantInfo->scale; + float zero = extraDescribes[idx]->quantInfo->zero; + newVar->writeScaleMap(scale, zero); + } + } varMap[outputIndexes[j]] = newVar; } } @@ -88,7 +97,7 @@ void Program::save(MNN::NetT* net) { } std::shared_ptr Program::create(const MNN::NetT* net, bool supportExtra, bool saveAllVars) { - return create(net->oplists, net->tensorName, net->outputName, supportExtra, saveAllVars); + return create(net->oplists, net->tensorName, net->outputName, supportExtra, saveAllVars, net); } std::shared_ptr Program::create(const MNN::SubGraphProtoT* subgraph, bool supportExtra, bool saveAllVars) { @@ -99,13 +108,13 @@ std::shared_ptr Program::create(const MNN::SubGraphProtoT* subgraph, bo return create(subgraph->nodes, subgraph->tensors, outputName, supportExtra, saveAllVars); } -std::shared_ptr Program::create(const std::vector>& oplists, const std::vector& tensorName, const std::vector& outputName, bool supportExtra, bool saveAllVars) { +std::shared_ptr Program::create(const std::vector>& oplists, const std::vector& tensorName, const std::vector& outputName, bool supportExtra, bool saveAllVars, const MNN::NetT* net) { std::map varMap; std::vector inputIndexes; std::set extraInputIndexes; for (int index = 0; index < oplists.size(); ++index) { std::set invalidSet; - createUnit(varMap, inputIndexes, oplists, oplists[index].get(), tensorName, invalidSet, extraInputIndexes); + createUnit(varMap, inputIndexes, oplists, oplists[index].get(), tensorName, invalidSet, extraInputIndexes, net); } std::map outputs; for (auto& iter : varMap) { @@ -133,5 +142,17 @@ std::shared_ptr Program::create(const std::vector> } return newProgram; } + +void Program::updateVars(std::map map, std::vector tensorName) { + for (auto& iter: mVars) { + if (iter.first < tensorName.size() && iter.first >= 0) { + auto name = tensorName[iter.first]; + if (map.find(name) != map.end()) { + auto var_ = map[name]; + mVars[iter.first] = var_; + } + } + } +} } // namespace Express } // namespace MNN diff --git a/tools/converter/source/optimizer/Program.hpp b/tools/converter/source/optimizer/Program.hpp index d73eb8e85..6f27c6ab0 100644 --- a/tools/converter/source/optimizer/Program.hpp +++ b/tools/converter/source/optimizer/Program.hpp @@ -32,10 +32,11 @@ class Program { const std::map& vars() const { return mVars; } + void updateVars(std::map map, std::vector tensorName); void save(MNN::NetT* net); private: - static std::shared_ptr create(const std::vector>& oplists, const std::vector& tensorName, const std::vector& outputName, bool supportExtra, bool saveAllVars); - static void createUnit(std::map& varMap, std::vector& inputIndexes, const std::vector>& oplists, MNN::OpT* op, const std::vector& tensorName, std::set& invalidSet, std::set& extraInputIndexes); + static std::shared_ptr create(const std::vector>& oplists, const std::vector& tensorName, const std::vector& outputName, bool supportExtra, bool saveAllVars, const MNN::NetT* net=nullptr); + static void createUnit(std::map& varMap, std::vector& inputIndexes, const std::vector>& oplists, MNN::OpT* op, const std::vector& tensorName, std::set& invalidSet, std::set& extraInputIndexes, const MNN::NetT* net=nullptr); Program() { } std::map mVars; diff --git a/tools/converter/source/optimizer/TemplateMerge.cpp b/tools/converter/source/optimizer/TemplateMerge.cpp index 4210ba29b..0f316d73b 100644 --- a/tools/converter/source/optimizer/TemplateMerge.cpp +++ b/tools/converter/source/optimizer/TemplateMerge.cpp @@ -105,7 +105,17 @@ static bool crossBoundary(EXPRP origin, EXPRP opt, const std::unordered_set& outputs, PassPriority priority, const std::vector& boundary) { +static std::map updateInputVarOfExpr(EXPRP expr) { + std::map res; + auto inputs = expr->inputs(); + for (int i = 0; i < inputs.size(); ++i) { + VARP input = inputs.at(i); + res[input->name()] = input; + } + return res; +} + +bool TemplateMerge::onExecute(const std::vector& outputs, PassPriority priority, std::map& updateVars, const std::vector& boundary) { if (mPriorities.size() <= priority) { return false; } @@ -145,6 +155,10 @@ bool TemplateMerge::onExecute(const std::vector& outputs, PassPriority pri } else { invalidVARP.insert(var); } + if (var->get() && var->get()->type() == 19) { + auto updateInputs = updateInputVarOfExpr(var); + updateVars.insert(updateInputs.begin(), updateInputs.end()); + } } } } while (hasChange); diff --git a/tools/converter/source/optimizer/TemplateMerge.hpp b/tools/converter/source/optimizer/TemplateMerge.hpp index b06fa8ad7..9f168993c 100644 --- a/tools/converter/source/optimizer/TemplateMerge.hpp +++ b/tools/converter/source/optimizer/TemplateMerge.hpp @@ -34,9 +34,10 @@ class TemplateMerge : public Optimizer { } bool onExecute(const std::vector& outputs, std::shared_ptr parameters = nullptr) override { - return onExecute(outputs, PASS_PRIORITY_HIGH); + std::map map; + return onExecute(outputs, PASS_PRIORITY_HIGH, map); } - bool onExecute(const std::vector& outputs, PassPriority priority, const std::vector& boundary = {}); + bool onExecute(const std::vector& outputs, PassPriority priority, std::map& updateVars, const std::vector& boundary = {}); static TemplateMerge& getInstance(const std::string& pass); diff --git a/tools/converter/source/optimizer/merge/BinaryDeQuantizeLinearFuseToBinaryInt8.cpp b/tools/converter/source/optimizer/merge/BinaryDeQuantizeLinearFuseToBinaryInt8.cpp new file mode 100644 index 000000000..d4edb4d47 --- /dev/null +++ b/tools/converter/source/optimizer/merge/BinaryDeQuantizeLinearFuseToBinaryInt8.cpp @@ -0,0 +1,120 @@ +// +// BinaryDeQuantizeLinearFuseToBinaryInt8.cpp +// MNNConverter +// +// Created by MNN on 2020/07/28. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include "../TemplateMerge.hpp" +#include "MNN/expr/MathOp.hpp" +#include "MNN/expr/NeuralNetWorkOp.hpp" +#include "MNN_generated.h" +#include "MNN_compression.pb.h" +#include + +namespace MNN { +namespace Express { + +static auto gRegister = []() { + auto match = [](EXPRP expr) { + if (nullptr == expr->get()) { + return false; + } + if (expr->get()->type() != OpType_QuantizeLinear) { + return false; + } + + VARP binary_var = expr->inputs().at(0); + EXPRP binary_expr = binary_var->expr().first; + if (!binary_expr->get() || binary_expr->get()->type() != OpType_BinaryOp) { + return false; + } + + VARP binary_input1_var = binary_expr->inputs().at(0); + EXPRP binary_input1_expr = binary_input1_var->expr().first; + if (!binary_input1_expr->get() || (binary_input1_expr->get()->type() != OpType_DequantizeLinear)) { + return false; + } + + VARP binary_input2_var = binary_expr->inputs().at(1); + EXPRP binary_input2_expr = binary_input2_var->expr().first; + if (!binary_input2_expr->get() || (binary_input2_expr->get()->type() != OpType_DequantizeLinear)) { + return false; + } + + return true; + }; + + auto transform = [](EXPRP expr) { + auto gConverterConfig = Global::Get(); + std::string compressFileName = gConverterConfig->compressionParamsFile; + Compression::Pipeline proto; + if (compressFileName != "") { + std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } + } + + VARP binary_var = expr->inputs().at(0); + EXPRP binary_expr = binary_var->expr().first; + VARP input1_var = binary_expr->inputs().at(0); // Binary float inputs + VARP input2_var = binary_expr->inputs().at(1); + EXPRP input1_expr = input1_var->expr().first; // Dequantize layer + EXPRP input2_expr = input2_var->expr().first; + + // BinaryInt8 input + VARP input1_int8_var = input1_expr->inputs().at(0); + VARP input2_int8_var = input2_expr->inputs().at(0); + + // Binary input quant parameters + VARP input1_scale_var = input1_expr->inputs().at(1); + VARP input1_zero_var = input1_expr->inputs().at(2); + VARP input2_scale_var = input2_expr->inputs().at(1); + VARP input2_zero_var = input2_expr->inputs().at(2); + // Binary output quant parameters + VARP output_scale_var = expr->inputs().at(1); + VARP output_zeroz_var = expr->inputs().at(2); + // Binary out var + + + float scale1 = input1_scale_var->readMap()[0]; + int8_t zero1 = input1_zero_var->readMap()[0]; + float scale2 = input2_scale_var->readMap()[0]; + int8_t zero2 = input2_zero_var->readMap()[0]; + float scale_out = output_scale_var->readMap()[0]; + int8_t zero_out = output_zeroz_var->readMap()[0]; + + input1_int8_var->writeScaleMap(scale1, (float)zero1); + input2_int8_var->writeScaleMap(scale2, (float)zero2); + + // BinaryOp expr + std::unique_ptr binaryOp(binary_expr->get()->UnPack()); + auto binaryParams = binaryOp->main.AsBinaryOp(); + + std::unique_ptr binary_op(new OpT); + binary_op->name = expr->name(); + binary_op->type = binaryOp->type; + binary_op->main.type = OpParameter_BinaryOp; + + auto binary = new MNN::BinaryOpT; + binary->opType = binaryParams->opType; + binary_op->main.value = binary; + + auto new_expr = Expr::create(binary_op.get(), {input1_int8_var, input2_int8_var}); + + new_expr->setName(binary_expr->name()); + Expr::replace(expr, new_expr); + // Add quant info to output node. + expr->outputs()[0].lock()->inputs().at(0)->writeScaleMap(scale_out, zero_out); + return true; + }; + + TemplateMerge::getInstance("Merge").insertTemplate("BinaryDeQuantizeLinearFuseToBinaryInt8", match, transform, + PASS_PRIORITY_MIDDLE); + return true; +}(); + +} +} // namespace MNN diff --git a/tools/converter/source/optimizer/merge/CastFuseToQuantizeLinear.cpp b/tools/converter/source/optimizer/merge/CastFuseToQuantizeLinear.cpp new file mode 100644 index 000000000..6b08fe2e7 --- /dev/null +++ b/tools/converter/source/optimizer/merge/CastFuseToQuantizeLinear.cpp @@ -0,0 +1,81 @@ +// +// CastFuseToQuantizeLinear.cpp +// MNNConverter +// +// Created by MNN on 2020/07/28. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include "../TemplateMerge.hpp" +#include "MNN/expr/MathOp.hpp" +#include "MNN/expr/NeuralNetWorkOp.hpp" +#include "MNN_generated.h" +#include "MNN_compression.pb.h" +#include + +namespace MNN { +namespace Express { + +static auto gRegister = []() { + auto match = [](EXPRP expr) { + return false; + if (nullptr == expr->get()) { + return false; + } + if (expr->get()->type() != OpType_Cast) { + return false; + } + + VARP quantize_var = expr->inputs().at(0); + EXPRP quantize_expr = quantize_var->expr().first; + if (!quantize_expr->get() || quantize_expr->get()->type() != OpType_QuantizeLinear) { + return false; + } + return true; + }; + + auto transform = [](EXPRP expr) { + auto gConverterConfig = Global::Get(); + std::string compressFileName = gConverterConfig->compressionParamsFile; + Compression::Pipeline proto; + if (compressFileName != "") { + std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } + } + VARP quantize_var = expr->inputs().at(0); + EXPRP quantize_expr = quantize_var->expr().first; + + VARP quantize_data_var = quantize_expr->inputs().at(0); + VARP quantize_scale_var = quantize_expr->inputs().at(1); + VARP quantize_zero_var = nullptr; + if (quantize_expr->inputs().size() > 2) { + quantize_zero_var = quantize_expr->inputs().at(2); + } + + auto newParam = new QuantizeLinearT; + std::unique_ptr quantizeOp(quantize_expr->get()->UnPack()); + auto convParams = quantizeOp->main.AsQuantizeLinear(); + newParam->scaleAxis = convParams->scaleAxis; + newParam->scaleSize = convParams->scaleSize; + + std::unique_ptr quantize_op(new OpT); + quantize_op->name = expr->name(); + quantize_op->type = OpType_QuantizeLinear; + quantize_op->main.type = OpParameter_QuantizeLinear; + quantize_op->main.value = newParam; + + auto new_expr = Expr::create(quantize_op.get(), {quantize_data_var, quantize_scale_var, quantize_zero_var}); + new_expr->setName(quantize_expr->name()); + Expr::replace(expr, new_expr); + return true; + }; + + TemplateMerge::getInstance("Merge").insertTemplate("CastFuseToQuantizeLinear", match, transform, + PASS_PRIORITY_MIDDLE); + return true; +}(); + +} +} // namespace MNN diff --git a/tools/converter/source/optimizer/merge/Conv1dSqueezeMove.cpp b/tools/converter/source/optimizer/merge/Conv1dSqueezeMove.cpp index 74abf1b92..ec0d739c7 100644 --- a/tools/converter/source/optimizer/merge/Conv1dSqueezeMove.cpp +++ b/tools/converter/source/optimizer/merge/Conv1dSqueezeMove.cpp @@ -10,6 +10,7 @@ #include "MNN_generated.h" #include "MergeHelpers.hpp" #include "cli.hpp" +#include "commonKit.hpp" #include "MNN_compression.pb.h" #include @@ -37,9 +38,15 @@ auto getConv1dPostCase = [](EXPRP expr) { std::string compressFileName = gConverterConfig->compressionParamsFile; Compression::Pipeline proto; if (compressFileName != "") { - std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); - if (!proto.ParseFromIstream(&input)) { - MNN_ERROR("Failed to parse compression pipeline proto.\n"); + std::string jsonSuffix = "json"; + std::string suffix = compressFileName.substr(compressFileName.find_last_of('.') + 1); + if (suffix.compare(jsonSuffix) != 0) { + std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } + } else { + CommonKit::json2protobuf(compressFileName.c_str(), nullptr, &proto); } } diff --git a/tools/converter/source/optimizer/merge/ConvBNReluFuseToConvInt8.cpp b/tools/converter/source/optimizer/merge/ConvBNReluFuseToConvInt8.cpp index 27164e125..eb4496376 100644 --- a/tools/converter/source/optimizer/merge/ConvBNReluFuseToConvInt8.cpp +++ b/tools/converter/source/optimizer/merge/ConvBNReluFuseToConvInt8.cpp @@ -11,6 +11,8 @@ #include "MNN/expr/NeuralNetWorkOp.hpp" #include "MNN_generated.h" #include "MNN_compression.pb.h" +#include "cli.hpp" +#include "commonKit.hpp" #include namespace MNN { @@ -57,9 +59,15 @@ static auto gRegister = []() { std::string compressFileName = gConverterConfig->compressionParamsFile; Compression::Pipeline proto; if (compressFileName != "") { - std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); - if (!proto.ParseFromIstream(&input)) { - MNN_ERROR("Failed to parse compression pipeline proto.\n"); + std::string jsonSuffix = "json"; + std::string suffix = compressFileName.substr(compressFileName.find_last_of('.') + 1); + if (suffix.compare(jsonSuffix) != 0) { + std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } + } else { + CommonKit::json2protobuf(compressFileName.c_str(), nullptr, &proto); } } auto convert1 = expr->inputs()[0]; diff --git a/tools/converter/source/optimizer/merge/ConvDeQuantizeLinearFuseToConvInt8.cpp b/tools/converter/source/optimizer/merge/ConvDeQuantizeLinearFuseToConvInt8.cpp new file mode 100644 index 000000000..7a96a7cdd --- /dev/null +++ b/tools/converter/source/optimizer/merge/ConvDeQuantizeLinearFuseToConvInt8.cpp @@ -0,0 +1,81 @@ +// +// ConvQuantizeDequantizeLinearFuseToConvInt8.cpp +// MNNConverter +// +// Created by MNN on 2020/07/28. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include "../TemplateMerge.hpp" +#include "MNN/expr/MathOp.hpp" +#include "MNN/expr/NeuralNetWorkOp.hpp" +#include "MNN_generated.h" +#include "MNN_compression.pb.h" +#include + +namespace MNN { +namespace Express { + +static auto gRegister = []() { + auto match = [](EXPRP expr) { + if (nullptr == expr->get()) { + return false; + } + if (expr->get()->type() != OpType_QuantizeLinear) { + return false; + } + + VARP conv_var = expr->inputs().at(0); + EXPRP conv_expr = conv_var->expr().first; + if (!conv_expr->get() || (conv_expr->get()->type() != OpType_ConvInt8 && + conv_expr->get()->type() != OpType_DepthwiseConvInt8)) { + return false; + } + + return true; + }; + + auto transform = [](EXPRP expr) { + auto gConverterConfig = Global::Get(); + std::string compressFileName = gConverterConfig->compressionParamsFile; + Compression::Pipeline proto; + if (compressFileName != "") { + std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } + } + auto convInt8Varp = expr->inputs()[0]; + auto convInt8Expr = convInt8Varp->expr().first; + auto convInt8Input = convInt8Expr->inputs()[0]; + + std::unique_ptr newConvInt8(new MNN::Convolution2DT); + std::unique_ptr oldConvOp(convInt8Expr->get()->UnPack()); + auto oldConvParams = oldConvOp->main.AsConvolution2D(); + newConvInt8->common.reset(new MNN::Convolution2DCommonT); + newConvInt8->common = std::move(oldConvParams->common); + newConvInt8->symmetricQuan.reset(new QuantizedFloatParamT); + newConvInt8->symmetricQuan = std::move(oldConvParams->symmetricQuan); + + std::unique_ptr conv_op(new OpT); + conv_op->name = expr->name(); + conv_op->type = oldConvOp->type; + conv_op->main.type = OpParameter_Convolution2D; + conv_op->main.value = newConvInt8.release(); + + auto conv_expr = Expr::create(conv_op.get(), {convInt8Input}); + conv_expr->setName(convInt8Expr->name()); + auto conv_var = Variable::create(conv_expr); + conv_var->setName(convInt8Expr->outputName(0)); + Expr::replace(expr, conv_expr); + return true; + + }; + + TemplateMerge::getInstance("Merge").insertTemplate("ConvQuantizeDequantizeLinearFuseToConvInt8", match, transform, + PASS_PRIORITY_MIDDLE); + return true; +}(); + +} +} // namespace MNN diff --git a/tools/converter/source/optimizer/merge/ConvertMatMulToConv2D.cpp b/tools/converter/source/optimizer/merge/ConvertMatMulToConv2D.cpp index 3d959a5eb..97824d82e 100644 --- a/tools/converter/source/optimizer/merge/ConvertMatMulToConv2D.cpp +++ b/tools/converter/source/optimizer/merge/ConvertMatMulToConv2D.cpp @@ -211,22 +211,32 @@ ConvertMatMulToConv2D::ConvertMatMulToConv2D() { int num_output = info->dim[0]; std::unique_ptr dense(new MNN::Convolution2DT); - dense->bias.resize(num_output); - if (expr->inputs().size() == 3) { - auto bias = expr->inputs()[2]; - auto biasPtr = bias->readMap(); - ::memcpy(dense->bias.data(), biasPtr, num_output * sizeof(float)); + + const float* weightDataPtr = nullptr; + const float* biasPtr = nullptr; + weightDataPtr = weight->readMap(); + + if (weightDataPtr) { + // Weight is a const node. + dense->weight.resize(info->size); + memcpy(dense->weight.data(), weightDataPtr, info->size * sizeof(float)); // Release compute cache for save memory - bias->expr().first->inside()->mCache = nullptr; - } else if (param->bias() && param->bias()->size() == num_output) { - ::memcpy(dense->bias.data(), param->bias()->data(), num_output * sizeof(float)); - } else { - std::fill(dense->bias.begin(), dense->bias.end(), 0.0f); + weight->expr().first->inside()->mCache = nullptr; + + dense->bias.resize(num_output); + if (expr->inputs().size() == 3) { // bias is a const node. + auto bias = expr->inputs()[2]; + biasPtr = bias->readMap(); + ::memcpy(dense->bias.data(), biasPtr, num_output * sizeof(float)); + // Release compute cache for save memory + bias->expr().first->inside()->mCache = nullptr; + } else if (param->bias() && param->bias()->size() == num_output) { + ::memcpy(dense->bias.data(), param->bias()->data(), num_output * sizeof(float)); + } else { + std::fill(dense->bias.begin(), dense->bias.end(), 0.0f); + } } - dense->weight.resize(info->size); - memcpy(dense->weight.data(), weight->readMap(), info->size * sizeof(float)); - // Release compute cache for save memory - weight->expr().first->inside()->mCache = nullptr; + dense->common.reset(new Convolution2DCommonT); dense->common->inputCount = num_input; dense->common->outputCount = num_output; @@ -261,7 +271,17 @@ ConvertMatMulToConv2D::ConvertMatMulToConv2D() { if (config->externalFile && info->size >= config->externalTreshold) { RemoveAndStoreParam(dense_op, config->externalFile, config->externalOffset); } - EXPRP dense_expr = Expr::create(dense_op.get(), {input}, 1); + EXPRP dense_expr; + if (weightDataPtr) { + dense_expr = Expr::create(dense_op.get(), {input}, 1); + } else { + if (expr->inputs().size() > 2) { + dense_expr = Expr::create(dense_op.get(), {input, weight}, 1); + } else { + dense_expr = Expr::create(dense_op.get(), {input, weight, expr->inputs()[2]}, 1); + } + } + VARP output = Variable::create(dense_expr); output->setName(expr->outputName(0) + "__matmul_converted"); //MNN_PRINT("%d\n", output->getInfo()->order); diff --git a/tools/converter/source/optimizer/merge/ReluDequantizeLinearFuseToConvInt8.cpp b/tools/converter/source/optimizer/merge/ReluDequantizeLinearFuseToConvInt8.cpp new file mode 100644 index 000000000..fc8fc05e3 --- /dev/null +++ b/tools/converter/source/optimizer/merge/ReluDequantizeLinearFuseToConvInt8.cpp @@ -0,0 +1,109 @@ +// +// ReluDequantizeLinearFuseToConvInt8.cpp +// MNNConverter +// +// Created by MNN on 2020/07/28. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include "../TemplateMerge.hpp" +#include "MNN/expr/MathOp.hpp" +#include "MNN/expr/NeuralNetWorkOp.hpp" +#include "MNN_generated.h" +#include "MNN_compression.pb.h" +#include + +namespace MNN { +namespace Express { + +static auto gRegister = []() { + auto match = [](EXPRP expr) { + if (nullptr == expr->get() || expr->get()->type() != OpType_QuantizeLinear) { + return false; + } + + VARP relu6_var = expr->inputs().at(0); + EXPRP relu6_expr = relu6_var->expr().first; + if (!relu6_expr->get() || relu6_expr->get()->type() != OpType_ReLU6) { + return false; + } + + VARP dequant_var = relu6_expr->inputs().at(0); + EXPRP dequant_expr = dequant_var->expr().first; + if (!dequant_expr->get() || (dequant_expr->get()->type() != OpType_DequantizeLinear)) { + return false; + } + + VARP convert_var = dequant_expr->inputs().at(0); + EXPRP convert_expr = convert_var->expr().first; + if (!convert_expr->get() || convert_expr->get()->type() != OpType_ConvertTensor) { + return false; + } + + VARP cast_var = convert_expr->inputs().at(0); + EXPRP cast_expr = cast_var->expr().first; + if (!cast_expr->get() || cast_expr->get()->type() != OpType_Cast) { + return false; + } + + VARP convInt8_var = cast_expr->inputs().at(0); + EXPRP convInt8_expr = convInt8_var->expr().first; + if (!convInt8_expr->get() || (convInt8_expr->get()->type() != OpType_ConvInt8 && convInt8_expr->get()->type() != OpType_DepthwiseConvInt8)) { + return false; + } + return true; + }; + + auto transform = [](EXPRP expr) { + auto gConverterConfig = Global::Get(); + std::string compressFileName = gConverterConfig->compressionParamsFile; + Compression::Pipeline proto; + if (compressFileName != "") { + std::fstream input(compressFileName.c_str(), std::ios::in | std::ios::binary); + if (!proto.ParseFromIstream(&input)) { + MNN_ERROR("Failed to parse compression pipeline proto.\n"); + } + } + + auto relu6_var = expr->inputs()[0]; + auto relu6_expr = relu6_var->expr().first; + auto dequantize_var = relu6_expr->inputs()[0]; + auto dequantize_expr = dequantize_var->expr().first; + auto convert_var = dequantize_expr->inputs()[0]; + auto convert_expr = convert_var->expr().first; + auto cast_var = convert_expr->inputs()[0]; + auto cast_expr = cast_var->expr().first; +// auto quantize_var = cast_expr->inputs()[0]; +// auto quantize_expr = quantize_var->expr().first; + auto convInt8_var = cast_expr->inputs()[0]; + auto convInt8_expr= convInt8_var->expr().first; + auto convInt8Input = convInt8_expr->inputs()[0]; + + std::unique_ptr convInt8Op(convInt8_expr->get()->UnPack()); + + std::unique_ptr newconv_op(new OpT); + newconv_op->name = expr->name(); + newconv_op = std::move(convInt8Op); + + auto convParams = newconv_op->main.AsConvolution2D(); + auto& common = convParams->common; + common->relu6 = true; + newconv_op->type = OpType_ConvInt8; + bool is_depthwise = common->inputCount == common->outputCount && common->outputCount == common->group; + if (is_depthwise) { + newconv_op->type = OpType_DepthwiseConvInt8; + } + + auto conv_expr = Expr::create(newconv_op.get(), {convInt8Input}); + conv_expr->setName(convInt8_expr->name()); + Expr::replace(expr, conv_expr); + return true; + }; + + TemplateMerge::getInstance("Merge").insertTemplate("ReluDequantizeLinearFuseToConvInt8", match, transform, + PASS_PRIORITY_LOW); + return true; +}(); + +} +} // namespace MNN diff --git a/tools/converter/source/optimizer/onnxextra/OnnxClip.cpp b/tools/converter/source/optimizer/onnxextra/OnnxClip.cpp index b77597b0a..e38bf1c56 100644 --- a/tools/converter/source/optimizer/onnxextra/OnnxClip.cpp +++ b/tools/converter/source/optimizer/onnxextra/OnnxClip.cpp @@ -12,65 +12,85 @@ namespace MNN { namespace Express { -class OnnxClipTransform : public OnnxExtraManager::Transform { -public: - virtual EXPRP onExecute(EXPRP expr) const override { - auto inputs = expr->inputs(); - auto op = expr->get(); - auto extraParam = op->main_as_Extra(); - float maxValue = std::numeric_limits().max(); - float minValue = -std::numeric_limits().max(); - if (nullptr != extraParam->attr()) { - const int attrSize = extraParam->attr()->size(); - for (int i = 0; i < attrSize; ++i) { - auto attr = extraParam->attr()->GetAs(i); - const auto& key = attr->key()->str(); - if (key == "max") { - maxValue = attr->f(); - } else if (key == "min") { - minValue = attr->f(); - } +template +static EXPRP clipConvert(EXPRP expr) { + auto inputs = expr->inputs(); + auto op = expr->get(); + auto extraParam = op->main_as_Extra(); + // auto dataType = expr->outputInfo(0)->type.code; + auto maxValue = std::numeric_limits().max(); + auto minValue = std::numeric_limits().min(); + + if (nullptr != extraParam->attr()) { + const int attrSize = extraParam->attr()->size(); + for (int i = 0; i < attrSize; ++i) { + auto attr = extraParam->attr()->GetAs(i); + const auto& key = attr->key()->str(); + if (key == "max") { + maxValue = attr->f(); + } else if (key == "min") { + minValue = attr->f(); } } - bool unknown_min_max = false; - if (inputs.size() == 2 || (inputs.size() == 3 && inputs[1].get() != nullptr)) { - auto minPtr = inputs[1]->readMap(); - if (nullptr != minPtr) { - minValue = minPtr[0]; - } else { - unknown_min_max = true; - } + } + bool unknown_min_max = false; + if (inputs.size() == 2 || (inputs.size() == 3 && inputs[1].get() != nullptr)) { + auto minPtr = inputs[1]->readMap(); + if (nullptr == minPtr) { + unknown_min_max = true; + } else { + minValue = minPtr[0]; } - if (inputs.size() == 3 && !unknown_min_max) { - auto maxPtr = inputs[2]->readMap(); - if (nullptr != maxPtr) { - maxValue = maxPtr[0]; - } else { - unknown_min_max = true; - } + } + if (inputs.size() == 3 && !unknown_min_max) { + auto maxPtr = inputs[2]->readMap(); + if (nullptr == maxPtr) { + unknown_min_max = true; + } else { + maxValue = maxPtr[0]; } - if (unknown_min_max) { - auto minVar = _Scalar(minValue), maxVar = _Scalar(maxValue); - if (inputs.size() >= 2 && inputs[1].get() != nullptr) { - minVar = inputs[1]; - } - if (inputs.size() >= 3) { - maxVar = inputs[2]; + } + if (unknown_min_max) { + auto minVar = _Scalar(minValue); + auto maxVar = _Scalar(maxValue); + if (inputs.size() >= 2 && inputs[1].get() != nullptr) { + minVar = inputs[1]; + } + if (inputs.size() >= 3) { + maxVar = inputs[2]; + } + auto res = _Minimum(_Maximum(inputs[0], minVar), maxVar); + auto newExpr = res->expr().first; + newExpr->setName(expr->name()); + return newExpr; + } + std::unique_ptr newOp(new OpT); + newOp->type = OpType_ReLU6; + newOp->main.type = OpParameter_Relu6; + newOp->main.value = new Relu6T; + newOp->main.AsRelu6()->maxValue = maxValue; + newOp->main.AsRelu6()->minValue = minValue; + auto res = Expr::create(newOp.get(), {inputs[0]}); + res->setName(expr->name()); + return res; +} + +class OnnxClipTransform : public OnnxExtraManager::Transform { +public: + virtual EXPRP onExecute(EXPRP expr) const override { + auto inputs = expr->inputs(); + halide_type_code_t type; + for (int i = 0; i < inputs.size(); ++i) { + if (nullptr != inputs[i] && nullptr != inputs[i]->getInfo()) { + type = inputs[i]->getInfo()->type.code; + break; } - auto res = _Minimum(_Maximum(inputs[0], minVar), maxVar); - auto newExpr = res->expr().first; - newExpr->setName(expr->name()); - return newExpr; } - std::unique_ptr newOp(new OpT); - newOp->type = OpType_ReLU6; - newOp->main.type = OpParameter_Relu6; - newOp->main.value = new Relu6T; - newOp->main.AsRelu6()->maxValue = maxValue; - newOp->main.AsRelu6()->minValue = minValue; - auto res = Expr::create(newOp.get(), {inputs[0]}); - res->setName(expr->name()); - return res; + if (type == halide_type_float) { + return clipConvert(expr); + } else { + return clipConvert(expr); + } } }; diff --git a/tools/converter/source/optimizer/onnxextra/OnnxConvolutionMerge.cpp b/tools/converter/source/optimizer/onnxextra/OnnxConvolutionMerge.cpp index cd2f063be..730ab7c0c 100644 --- a/tools/converter/source/optimizer/onnxextra/OnnxConvolutionMerge.cpp +++ b/tools/converter/source/optimizer/onnxextra/OnnxConvolutionMerge.cpp @@ -129,12 +129,14 @@ class OnnxConvolutionTransform : public OnnxExtraManager::Transform { return _transformConv3D(expr); } auto inputs = expr->inputs(); - const int inputSize = inputs.size(); + const int inputSize = static_cast(inputs.size()); + auto x = inputs[0]; if (inputSize != 3 && inputSize != 2) { MNN_ERROR("Convolution Input ERROR!\n"); return nullptr; } auto weight = inputs[1]; + auto weight_expr = weight->expr().first; auto weightInfo = weight->getInfo(); if (nullptr == weightInfo) { @@ -273,11 +275,78 @@ class OnnxConvolutionTransform : public OnnxExtraManager::Transform { // Fastest limitNumber = 100; } - if (weight->linkNumber() <= limitNumber) { + if ( weight->linkNumber() <= limitNumber) { weightDataPtr = weight->readMap(); } - // weight is Constant node - if (weightDataPtr) { + bool mergeQuantizeLinearToConvInt8 = weight_expr->get() && weight_expr->get()->type() == OpType_DequantizeLinear; + if (true == mergeQuantizeLinearToConvInt8) { + // Get output quant info. + auto outputExpr = expr->outputs().front().lock(); + auto outputScaleVar = outputExpr->inputs()[1]; + float outputScale = outputScaleVar->readMap()[0]; + int8_t outputZero = 0; + if (outputExpr->inputs().size() > 2) { + outputZero = outputExpr->inputs()[2]->readMap()[0]; + } + // Get weight quant info. + float inputClampMin = -128; + float inputClampMax = 127; + auto weightexpr = weight->expr().first; + auto weightInt8 = weightexpr->inputs()[0]; + auto pw= weightInt8->readMap(); + const size_t weightSize = co * ci * kh * kw; + std::vector weightData(weightSize); + for (int cnt = 0; cnt < weightSize; ++cnt) { + weightData[cnt] = pw[cnt]; + } + std::vector biasInt32(common->outputCount, 0); + if (inputSize > 2) { + auto biasExpr = inputs[2]->expr().first; + auto biasInt32Var = biasExpr->inputs()[0]; + auto ptr = biasInt32Var->readMap(); + if (!ptr) { + MNN_ERROR("Convolution bias should be constant\n"); + return nullptr; + } + for (int cnt = 0; cnt < common->outputCount; ++cnt) { + biasInt32[cnt] = ptr[cnt]; + } + } + convParam->symmetricQuan.reset(new QuantizedFloatParamT); + convParam->symmetricQuan->bias = std::move(biasInt32); + convParam->symmetricQuan->weight = std::move(weightData); + convParam->symmetricQuan->nbits = 8; + + // Get input quant info. + auto inputExpr = inputs[0]->expr().first; + x = inputExpr->inputs()[0]; + auto inputScaleVar = inputExpr->inputs()[1]; + float inputScale = inputScaleVar->readMap()[0]; + int8_t inputZero = 0; + if (inputExpr->inputs().size() > 2) { + auto inputZeroVar = inputExpr->inputs()[2]; + inputZero = inputZeroVar->readMap()[0]; + } + + // Compute convInt8 scale=(inputScale * weightScale)/outputScale + std::vector scale(co); + auto weightScale = weightexpr->inputs()[1]; + auto ptrscale = weightScale->readMap(); + for (int cnt = 0; cnt < co; ++cnt) { + if (outputScale != 0){ + scale[cnt] = ptrscale[cnt] * inputScale / outputScale; + } else { + scale[cnt] = 0.f; + } + } + convParam->symmetricQuan->scale = std::move(scale); + convParam->symmetricQuan->clampMax = 127; + convParam->symmetricQuan->clampMin = -127; + convParam->symmetricQuan->zeroPoint = std::move(inputZero); + convParam->symmetricQuan->outputZeroPoint = std::move(outputZero); + } + // Do not return convInt8. + if (false == mergeQuantizeLinearToConvInt8 && weightDataPtr) { if (weight->linkNumber() > 1) { static bool gPrint = false; if (!gPrint) { @@ -289,7 +358,7 @@ class OnnxConvolutionTransform : public OnnxExtraManager::Transform { // MNN_PRINT("MNNCountNNZBlock:%p\n", MNNCountNNZBlock); const size_t weightSize = co * ci * kh * kw; convParam->weight.resize(weightSize); - ::memcpy(convParam->weight.data(), weightDataPtr, weightSize * sizeof(float)); + ::memcpy(convParam->weight.data(), weightDataPtr, weightSize * sizeof(float)); convParam->bias.resize(common->outputCount); if (inputSize == 3) { // read bias data @@ -300,12 +369,14 @@ class OnnxConvolutionTransform : public OnnxExtraManager::Transform { MNN_ERROR("[TODO] Conv's bias support broadcast!\n"); return nullptr; } + auto biasDataPtr = bias->readMap(); if (!biasDataPtr) { MNN_ERROR("Conv's bias input should be Constant!\n"); return nullptr; } ::memcpy(convParam->bias.data(), biasDataPtr, common->outputCount * sizeof(float)); + } else { ::memset(convParam->bias.data(), 0, common->outputCount * sizeof(float)); } @@ -325,10 +396,17 @@ class OnnxConvolutionTransform : public OnnxExtraManager::Transform { newOp->type = OpType_ConvolutionDepthwise; } } + + if (!isDeconv && true == mergeQuantizeLinearToConvInt8) { + newOp->type = OpType_ConvInt8; + if (common->inputCount == common->outputCount && common->outputCount == common->group) { + newOp->type = OpType_DepthwiseConvInt8; + } + } newOp->main.type = OpParameter_Convolution2D; newOp->main.value = convParam.release(); - auto x = inputs[0]; + bool needSqueeze = false; if (nullptr != x->getInfo()) { if (x->getInfo()->dim.size() == 3) { @@ -336,7 +414,7 @@ class OnnxConvolutionTransform : public OnnxExtraManager::Transform { needSqueeze = true; } } - EXPRP convolutinExpr; + EXPRP convolutionExpr; if (!outputShape.empty()) { // [1, outputHeight, outputWidth, 1] outputShape.insert(outputShape.begin(), 1); @@ -344,30 +422,30 @@ class OnnxConvolutionTransform : public OnnxExtraManager::Transform { auto output_shape = _Const(outputShape.data(), {4}, NHWC, halide_type_of()); if (weightDataPtr) { // merge weight(bias) node to Conv parameter - convolutinExpr = Expr::create(newOp.get(), {x, output_shape}); + convolutionExpr = Expr::create(newOp.get(), {x, output_shape}); } else { // construct bias input, because mnn runtime constrain that conv should have 3 inputs when weight is not // Constant if (inputs.size() > 2) { - convolutinExpr = Expr::create(newOp.get(), {x, inputs[1], inputs[2], output_shape}); + convolutionExpr = Expr::create(newOp.get(), {x, inputs[1], inputs[2], output_shape}); } else { - convolutinExpr = Expr::create(newOp.get(), {x, inputs[1], output_shape}); + convolutionExpr = Expr::create(newOp.get(), {x, inputs[1], output_shape}); } } } else if (weightDataPtr) { // merge weight(bias) node to Conv parameter - convolutinExpr = Expr::create(newOp.get(), {x}); + convolutionExpr = Expr::create(newOp.get(), {x}); } else { // construct bias input, because mnn runtime constrain that conv should have 3 inputs when weight is not // Constant if (inputs.size() > 2) { - convolutinExpr = Expr::create(newOp.get(), {x, inputs[1], inputs[2]}); + convolutionExpr = Expr::create(newOp.get(), {x, inputs[1], inputs[2]}); } else { - convolutinExpr = Expr::create(newOp.get(), {x, inputs[1]}); + convolutionExpr = Expr::create(newOp.get(), {x, inputs[1]}); } } - convolutinExpr->setName(expr->name()); - auto res = Variable::create(convolutinExpr); + convolutionExpr->setName(expr->name()); + auto res = Variable::create(convolutionExpr); if (needSqueeze) { res = _Squeeze(res, {3}); } diff --git a/tools/converter/source/optimizer/onnxextra/OnnxDeQuantizeLinear.cpp b/tools/converter/source/optimizer/onnxextra/OnnxDeQuantizeLinear.cpp new file mode 100644 index 000000000..b5a543bcd --- /dev/null +++ b/tools/converter/source/optimizer/onnxextra/OnnxDeQuantizeLinear.cpp @@ -0,0 +1,88 @@ +// +// OnnxQuantizeLinear.cpp +// MNNConverter +// +// Created by MNN on 2023/03/03. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include +#include "MNN_generated.h" +#include "OnnxExtraManager.hpp" + +namespace MNN { +namespace Express { + +static VARP _DequantizeLinear(VARP x, VARP scales, VARP zeroPoints) { + auto scaleInfo = scales->getInfo(); + auto zeroInfo = zeroPoints->getInfo(); + INTS zeroShape; + auto& scaleShape = scaleInfo->dim; // e.g [1,1,D,1], D>1 + if (nullptr != zeroInfo) { + zeroShape = zeroInfo->dim; // e.g [1,1,D,1], D>1 + } + if (zeroInfo && scaleShape.size() != zeroShape.size()) { + MNN_ERROR("QuantizeLinear scale and zeroPoints should be the same shape!\n"); + return nullptr; + } + int scaleSize = 1, zeroSize = 1; + int scaleAxis = 0, zeroAxis = 0; + for (int d = 0; d < scaleShape.size(); ++d) { + if (scaleShape[d] > scaleSize) { + scaleSize = scaleShape[d]; + scaleAxis = d; + } + if (zeroInfo && zeroShape[d] > zeroSize) { + zeroSize = zeroShape[d]; + zeroAxis = d; + } + } + if (zeroInfo && (scaleSize != zeroSize || scaleAxis != zeroAxis)) { + MNN_ERROR("QuantizeLinear scale and zeroPoints should be the same size and same axis!\n"); + return nullptr; + } + + std::unique_ptr dequantizeLinear(new OpT); + dequantizeLinear->type = OpType_DequantizeLinear; + dequantizeLinear->main.type = OpParameter_DequantizeLinear; + dequantizeLinear->main.value = new DequantizeLinearT; + dequantizeLinear->main.AsDequantizeLinear()->scaleSize = scaleSize; + dequantizeLinear->main.AsDequantizeLinear()->scaleAxis = scaleAxis; + return (Variable::create(Expr::create(dequantizeLinear.get(), {x, scales, zeroPoints}))); + } + +class OnnxDequantizeLinearTransform : public OnnxExtraManager::Transform { +public: + virtual EXPRP onExecute(EXPRP expr) const override { + auto op = expr->get(); + MNN_ASSERT(op->type() == OpType_Extra); + auto inputs = expr->inputs(); + if (inputs.size() < 2) { + MNN_ERROR("Onnx QuantizeLinear input error: inputs size<2\n"); + return nullptr; + } + auto input = inputs[0]; + auto scale = inputs[1]; + + if (nullptr == scale || nullptr == input) { + MNN_ERROR("QuantizeLinear should provide scale and input\n"); + return nullptr; + } + VARP zeropoint = nullptr; + if (inputs.size() > 2) { + zeropoint = inputs[2]; + } + auto output = _DequantizeLinear(input, scale, zeropoint); + output->setName(expr->name()); + return output->expr().first; + } +}; + +static auto gRegister = []() { + OnnxExtraManager::get()->insert("DequantizeLinear", + std::shared_ptr(new OnnxDequantizeLinearTransform)); + return true; +}(); + +} // namespace Express +} // namespace MNN diff --git a/tools/converter/source/optimizer/onnxextra/OnnxLSTMMerge.cpp b/tools/converter/source/optimizer/onnxextra/OnnxLSTMMerge.cpp index e725a3817..026658bc8 100644 --- a/tools/converter/source/optimizer/onnxextra/OnnxLSTMMerge.cpp +++ b/tools/converter/source/optimizer/onnxextra/OnnxLSTMMerge.cpp @@ -96,7 +96,7 @@ class OnnxLSTMTransform : public OnnxExtraManager::Transform { } if (inputs.size() >= 5 && inputs[4].get() != nullptr) { MNN_ERROR("MNN LSTM not support sequence_lens, all batch must be seq_length\n"); - return nullptr; + // return nullptr; } std::unique_ptr lstm(new OpT); lstm->name = expr->name(); diff --git a/tools/converter/source/optimizer/onnxextra/OnnxQuantizeLinear.cpp b/tools/converter/source/optimizer/onnxextra/OnnxQuantizeLinear.cpp new file mode 100644 index 000000000..e8a7579d5 --- /dev/null +++ b/tools/converter/source/optimizer/onnxextra/OnnxQuantizeLinear.cpp @@ -0,0 +1,89 @@ +// +// OnnxQuantizeLinear.cpp +// MNNConverter +// +// Created by MNN on 2023/03/03. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include +#include "MNN_generated.h" +#include "OnnxExtraManager.hpp" + +namespace MNN { +namespace Express { + +/* Given a float input value x, it quantizes x to corresponding int8 value quant_x using scales and zeroPoint. */ +static VARP _QuantizeLinear(VARP x, VARP scales, VARP zeroPoints) { + auto scaleInfo = scales->getInfo(); + auto zeroInfo = zeroPoints->getInfo(); + INTS zeroShape; + auto& scaleShape = scaleInfo->dim; // e.g [1,1,D,1], D>1 + if (nullptr != zeroInfo) { + zeroShape = zeroInfo->dim; // e.g [1,1,D,1], D>1 + } + if (zeroInfo && scaleShape.size() != zeroShape.size()) { + MNN_ERROR("QuantizeLinear scale and zeroPoints should be the same shape!\n"); + return nullptr; + } + int scaleSize = 1, zeroSize = 1; + int scaleAxis = 0, zeroAxis = 0; + for (int d = 0; d < scaleShape.size(); ++d) { + if (scaleShape[d] > scaleSize) { + scaleSize = scaleShape[d]; + scaleAxis = d; + } + if (zeroInfo && zeroShape[d] > zeroSize) { + zeroSize = zeroShape[d]; + zeroAxis = d; + } + } + if (zeroInfo && (scaleSize != zeroSize || scaleAxis != zeroAxis)) { + MNN_ERROR("QuantizeLinear scale and zeroPoints should be the same size and same axis!\n"); + return nullptr; + } + + std::unique_ptr quantizeLinear(new OpT); + quantizeLinear->type = OpType_QuantizeLinear; + quantizeLinear->main.type = OpParameter_QuantizeLinear; + quantizeLinear->main.value = new QuantizeLinearT; + quantizeLinear->main.AsQuantizeLinear()->scaleSize = scaleSize; + quantizeLinear->main.AsQuantizeLinear()->scaleAxis = scaleAxis; + return (Variable::create(Expr::create(quantizeLinear.get(), {x, scales, zeroPoints}))); +} + +class OnnxQuantizeLinearTransform : public OnnxExtraManager::Transform { +public: + virtual EXPRP onExecute(EXPRP expr) const override { + auto op = expr->get(); + MNN_ASSERT(op->type() == OpType_Extra); + auto inputs = expr->inputs(); + if (inputs.size() < 2) { + MNN_ERROR("Onnx QuantizeLinear input error: inputs size<2\n"); + return nullptr; + } + auto input = inputs[0]; + auto scale = inputs[1]; + + if (nullptr == scale || nullptr == input) { + MNN_ERROR("QuantizeLinear should provide scale and input\n"); + return nullptr; + } + VARP zeropoint = nullptr; + if (inputs.size() > 2) { + zeropoint = inputs[2]; + } + auto output = _QuantizeLinear(input, scale, zeropoint); + output->setName(expr->name()); + return output->expr().first; + } +}; + +static auto gRegister = []() { + OnnxExtraManager::get()->insert("QuantizeLinear", + std::shared_ptr(new OnnxQuantizeLinearTransform)); + return true; +}(); + +} // namespace Express +} // namespace MNN diff --git a/tools/converter/user_provide_quant_params.json b/tools/converter/user_provide_quant_params.json new file mode 100644 index 000000000..9ee77dee2 --- /dev/null +++ b/tools/converter/user_provide_quant_params.json @@ -0,0 +1,68 @@ +{ + "pipeline": { + "version": "0.0.0", + "algo": [{ + "type": 0, + "quant_params": { + "round_mode": 0, + "layer": [{ + "weight": [ + { + "name": "weight_0", + "bits": 8, + "scales": [0.001, 0.001, 0.001], + "zero_point": 0, + "clamp_min": -128, + "clamp_max": 127 + }, + { + "name": "weight_1", + "bits": 8, + "scales": [0.001, 0.001, 0.001], + "zero_point": 0, + "clamp_min": -128, + "clamp_max": 127 + } + ], + "input": [ + { + "name": "input_0", + "bits": 8, + "scales": [0.001, 0.001, 0.001], + "zero_point": 0, + "clamp_min": -128, + "clamp_max": 127 + }, + { + "name": "input_1", + "bits": 8, + "scales": [0.001, 0.001, 0.001], + "zero_point": 0, + "clamp_min": -128, + "clamp_max": 127 + } + ], + "output": [ + { + "name": "output_0", + "bits": 8, + "scales": [0.001, 0.001, 0.001], + "zero_point": 0, + "clamp_min": -128, + "clamp_max": 127 + }, + { + "name": "output_1", + "bits": 8, + "scales": [0.001, 0.001, 0.001], + "zero_point": 0, + "clamp_min": -128, + "clamp_max": 127 + } + ], + "method": 0 + }] + } + }] + } +} \ No newline at end of file diff --git a/tools/cpp/ExprDebug.hpp b/tools/cpp/ExprDebug.hpp index d9c142a45..f4a251067 100644 --- a/tools/cpp/ExprDebug.hpp +++ b/tools/cpp/ExprDebug.hpp @@ -199,7 +199,7 @@ static void _initTensorStatic() { ntensor = expectTensor.get(); } auto data = _countTensor(ntensor); - MNN_PRINT("[Input] %s_%d, Max: %f, Min: %f, Avg: %f, [", opName.c_str(), i, std::get<0>(data), std::get<1>(data), std::get<2>(data)); + MNN_PRINT("%s [Input] %s_%d, Max: %f, Min: %f, Avg: %f, [", info->type().c_str(), opName.c_str(), i, std::get<0>(data), std::get<1>(data), std::get<2>(data)); for (int v=0; vdimensions(); ++v) { MNN_PRINT("%d", ntensor->length(v)); if (v!=ntensor->dimensions()-1) { @@ -227,7 +227,7 @@ static void _initTensorStatic() { ntensor = expectTensor.get(); } auto data = _countTensor(ntensor); - MNN_PRINT("[Output] %s_%d, Max: %f, Min: %f, Avg: %f, [", opName.c_str(), i, std::get<0>(data), std::get<1>(data), std::get<2>(data)); + MNN_PRINT("%s [Output] %s_%d, Max: %f, Min: %f, Avg: %f, [", info->type().c_str(), opName.c_str(), i, std::get<0>(data), std::get<1>(data), std::get<2>(data)); for (int v=0; vdimensions(); ++v) { MNN_PRINT("%d", ntensor->length(v)); if (v!=ntensor->dimensions()-1) { diff --git a/tools/cpp/ModuleBasic.cpp b/tools/cpp/ModuleBasic.cpp index 0d67606c1..022d580f8 100644 --- a/tools/cpp/ModuleBasic.cpp +++ b/tools/cpp/ModuleBasic.cpp @@ -95,7 +95,6 @@ int main(int argc, char *argv[]) { std::string modelName = argv[1]; std::string directName = argv[2]; MNN_PRINT("Test %s from input info: %s\n", modelName.c_str(), directName.c_str()); - rapidjson::Document document; std::map inputInfo; std::map> inputShape; std::vector inputNames; @@ -113,7 +112,25 @@ int main(int argc, char *argv[]) { } int repeatNumber = 1; bool shapeMutable = true; - { + std::vector inputs; + std::vector outputs; + if (runMask & 128) { + MNN_PRINT("Use input.mnn and output.mnn for test\n"); + inputs = MNN::Express::Variable::load((directName + "/input.mnn").c_str()); + outputs = MNN::Express::Variable::load((directName + "/output.mnn").c_str()); + if (inputs.size() > 0 && outputs.size() > 0) { + MNN_PRINT("Has input.mnn, use input.mnn and output.mnn instead of json\n"); + } + for (auto v : inputs) { + inputNames.emplace_back(v->name()); + } + for (auto v : outputs) { + outputNames.emplace_back(v->name()); + } + checkOutput = outputs.size() > 0; + } + if (inputNames.empty()) { + rapidjson::Document document; std::ostringstream jsonNameOs; jsonNameOs << directName << "/input.json"; std::ifstream fileNames(jsonNameOs.str().c_str()); @@ -264,32 +281,33 @@ int main(int argc, char *argv[]) { }\ } - - std::vector inputs(mInfo->inputs.size()); - for (int i=0; iinputs[i].dim, mInfo->inputs[i].order, mInfo->inputs[i].type); - } - // Load inputs - for (int i=0; isecond; - inputs[i] = _Input(s, mInfo->defaultFormat, mInfo->inputs[i].type); + if (inputs.empty()) { + inputs.resize(mInfo->inputs.size()); + for (int i=0; iinputs[i].dim, mInfo->inputs[i].order, mInfo->inputs[i].type); } - auto info = inputs[i]->getInfo(); - if (info->type == halide_type_of()){ - auto ptr = inputs[i]->writeMap(); - LOAD_DATA(float) - } else { - auto floatVar = _Input(info->dim, info->order, halide_type_of()); - auto ptr = floatVar->writeMap(); - LOAD_DATA(float) - auto temp = _Cast(floatVar, info->type); - inputs[i]->input(temp); + // Load inputs + for (int i=0; isecond; + inputs[i] = _Input(s, mInfo->defaultFormat, mInfo->inputs[i].type); + } + auto info = inputs[i]->getInfo(); + if (info->type == halide_type_of()){ + auto ptr = inputs[i]->writeMap(); + LOAD_DATA(float) + } else { + auto floatVar = _Input(info->dim, info->order, halide_type_of()); + auto ptr = floatVar->writeMap(); + LOAD_DATA(float) + auto temp = _Cast(floatVar, info->type); + inputs[i]->input(temp); + } + inputs[i] = _Convert(inputs[i], mInfo->inputs[i].order); } - inputs[i] = _Convert(inputs[i], mInfo->inputs[i].order); } #undef LOAD_DATA diff --git a/tools/quantization/calibration.cpp b/tools/quantization/calibration.cpp index 2805a5737..0337e663e 100644 --- a/tools/quantization/calibration.cpp +++ b/tools/quantization/calibration.cpp @@ -351,14 +351,14 @@ void Calibration::_initMaps() { _featureInfo.clear(); _featureInfoOrigin.clear(); _tensorMap.clear(); - // run mnn once, initialize featureMap, opInfo map + // run mnn once, initialize featureMap, opInfo map MNN::TensorCallBackWithInfo before = [&](const std::vector& nTensors, const MNN::OperatorInfo* info) { std::string opName = info->name(); std::vector::iterator iter = std::find(_skip_quant_ops.begin(), _skip_quant_ops.end(), opName); if (iter != _skip_quant_ops.end()) { return false; } - for (auto t : nTensors) { + for (auto t : nTensors) { auto des = TensorUtils::getDescribe(t); if (des->index >= 0) { _tensorMap[des->index] = t;; @@ -1224,14 +1224,14 @@ void Calibration::ComputeUnaryBuffer(MNN::NetT* net) { // Read input data. std::vector dataInput; float fx = 0.f; + auto input = _Input({255}, NCHW, halide_type_of()); + input->setName("input_tensor"); + auto ptr_in = input->template writeMap(); for (int i = -127; i <= 127; ++i) { fx = (i - inpZero) * inpScale; dataInput.push_back(fx); + ptr_in[i + 127] = fx; } - auto input = _Input({255}, NCHW, halide_type_of()); - input->setName("input_tensor"); - auto ptr_in = input->template writeMap(); - memcmp(ptr_in, dataInput.data(), 255); input->unMap(); // Compute output data. VARP output; @@ -1244,7 +1244,7 @@ void Calibration::ComputeUnaryBuffer(MNN::NetT* net) { // Write output data. int val; for (int i = 0; i < 255; ++i) { - val = gotOutput[i] / outScale + outZero; + val = (int)roundf(gotOutput[i] / outScale) + outZero; if (val > 127) { val = 127; } @@ -1252,7 +1252,7 @@ void Calibration::ComputeUnaryBuffer(MNN::NetT* net) { val = -127; } unaryParam[i] = val; - } + } } } } diff --git a/tools/quantization/calibration.hpp b/tools/quantization/calibration.hpp index 64d3e9806..0c76316c7 100644 --- a/tools/quantization/calibration.hpp +++ b/tools/quantization/calibration.hpp @@ -61,7 +61,7 @@ class Calibration { std::map> _featureInfo; std::map> _featureInfoOrigin; std::map _tensorMap; - + // The scale results std::map> _scales; diff --git a/tools/script/make_test_for_mnn.py b/tools/script/make_test_for_mnn.py new file mode 100644 index 000000000..e62248eef --- /dev/null +++ b/tools/script/make_test_for_mnn.py @@ -0,0 +1,52 @@ +import MNN +import MNN.expr as F +import MNN.numpy as np +import sys +import os + +def run(): + if len(sys.argv) < 3: + print('Usage: python3 make_test_for_mnn.py XXX.mnn output') + print('MNN File: ', sys.argv[1]) + print('Target Dir: ', sys.argv[2]) + + net = MNN.nn.load_module_from_file(sys.argv[1], [], []) + info = net.get_info() + print('inputs: ', info['inputNames']) + print('outputs:', info['outputNames']) + + config = {} + config['outputs'] = info['outputNames'] + config['inputs'] = [] + inputLen = len(info['inputNames']) + inputVars = info['inputs'] + inputs = [] + outputDir = sys.argv[2] + for i in range(0, inputLen): + input = {} + input['name'] = info['inputNames'][i] + var = inputVars[i] + input['shape'] = var.shape + var = np.random.random(var.shape) + inputs.append(var) + data = var.read().flatten() + with open(os.path.join(outputDir, input['name'] + '.txt'), 'w') as f: + for floatValue in data: + f.write('%f\n' %floatValue) + config['inputs'].append(input) + + import json + jsonString = json.dumps(config, indent=4) + with open(os.path.join(outputDir, 'input.json'), 'w') as f: + f.write(jsonString) + + outputs = net.forward(inputs) + for i in range(0, len(outputs)): + data = outputs[i].read().flatten() + with open(os.path.join(outputDir, info['outputNames'][i] + '.txt'), 'w') as f: + for floatValue in data: + f.write('%f\n' %floatValue) + + +if __name__=='__main__': + run() diff --git a/tools/script/register.py b/tools/script/register.py index ffa071753..1891f7699 100644 --- a/tools/script/register.py +++ b/tools/script/register.py @@ -2,18 +2,14 @@ import os def generateShape(rootDir): shapeDir = os.path.join(rootDir, "source", "shape") - shapeRegFile = os.path.join(shapeDir, "ShapeRegister.cpp") - print(shapeRegFile) - fileNames = os.listdir(shapeDir) - print(fileNames) - if len(fileNames) <= 1: - # Error dirs - return + shapeRenderDir = os.path.join(rootDir, "source", "shape", "render") shapeLists = [] - for fi in fileNames: - if ".hpp" in fi: - continue - f = os.path.join(shapeDir, fi) + renderShape = [] + def collectFile(f): + if os.path.isdir(f): + return + if ".hpp" in f: + return with open(f) as fileC: c = fileC.read().split('\n') c = list(filter(lambda l:l.find('REGISTER_SHAPE')>=0, c)) @@ -39,51 +35,94 @@ def generateShape(rootDir): l = l.split(',') func = '___' + l[0] + '__'+l[1]+"__" shapeLists.append(func) + elif l.find('REGISTER_SHAPE_INPUTS_RENDER(') >= 0: + l = l.replace("REGISTER_SHAPE_INPUTS_RENDER(", "") + l = l.split(')')[0] + l = l.replace(' ', "") + l = l.split(',') + func = '___' + l[0] + '__'+l[1]+"__" + renderShape.append(func) + shapeRegFile = os.path.join(shapeDir, "ShapeRegister.cpp") + print(shapeRegFile) + for fi in os.listdir(shapeDir): + f = os.path.join(shapeDir, fi) + collectFile(f) + if os.path.isdir(shapeRenderDir): + for fi in os.listdir(shapeRenderDir): + f = os.path.join(shapeRenderDir, fi) + collectFile(f) + + with open(shapeRegFile, 'w') as f: + f.write('// This file is generated by Shell for ops register\n') with open(shapeRegFile, 'w') as f: f.write('// This file is generated by Shell for ops register\n') f.write('namespace MNN {\n') for l in shapeLists: f.write("extern void " + l + '();\n') f.write('\n') + f.write('#ifdef ' + 'MNN_SUPPORT_RENDER' + '\n') + for l in renderShape: + f.write("extern void " + l + '();\n') + f.write('#endif\n') f.write('void registerShapeOps() {\n') for l in shapeLists: f.write(l+'();\n') + f.write('#ifdef ' + 'MNN_SUPPORT_RENDER' + '\n') + for l in renderShape: + f.write(l+'();\n') + f.write('#endif\n') f.write("}\n}\n") return def generateCPUFile(rootDir): cpuDir = os.path.join(rootDir, "source", "backend", "cpu") + cpuRenderDir = os.path.join(rootDir, "source", "backend", "cpu", "render") cpuRegFile = os.path.join(cpuDir, "CPUOPRegister.cpp") + funcNames = [] + renderNames = [] + def collectFile(fileNames, dirname): + for fi in fileNames: + f = os.path.join(dirname, fi) + if os.path.isdir(f): + continue + with open(f) as fileC: + c = fileC.read().split('\n') + c = list(filter(lambda l:l.find('REGISTER_CPU_OP_CREATOR')>=0, c)) + c = list(filter(lambda l:l.find('OpType')>=0, c)) + for lo in c: + l = lo.split('(')[1] + l = l.split(')')[0] + l = l.replace(' ', '') + l = l.split(',') + funcName = '___' + l[0] + '__' + l[1] + '__' + if lo.find('REGISTER_CPU_OP_CREATOR_RENDER') >=0: + renderNames.append(funcName) + else: + funcNames.append(funcName) fileNames = os.listdir(cpuDir) print(fileNames) - if len(fileNames) <= 1: - # Error dirs - return - funcNames = [] - for fi in fileNames: - f = os.path.join(cpuDir, fi) - if os.path.isdir(f): - continue - with open(f) as fileC: - c = fileC.read().split('\n') - c = list(filter(lambda l:l.find('REGISTER_CPU_OP_CREATOR')>=0, c)) - c = list(filter(lambda l:l.find('OpType')>=0, c)) - for l in c: - l = l.split('(')[1] - l = l.split(')')[0] - l = l.replace(' ', '') - l = l.split(',') - funcName = '___' + l[0] + '__' + l[1] + '__' - funcNames.append(funcName) + collectFile(fileNames, cpuDir) + if os.path.isdir(cpuRenderDir): + fileNames = os.listdir(cpuRenderDir) + collectFile(fileNames, cpuRenderDir) + with open(cpuRegFile, 'w') as f: f.write('// This file is generated by Shell for ops register\n') f.write('namespace MNN {\n') for l in funcNames: f.write("extern void " + l + '();\n') f.write('\n') + f.write('#ifdef ' + 'MNN_SUPPORT_RENDER' + '\n') + for l in renderNames: + f.write("extern void " + l + '();\n') + f.write('#endif\n') f.write('void registerCPUOps() {\n') for l in funcNames: f.write(l+'();\n') + f.write('#ifdef ' + 'MNN_SUPPORT_RENDER' + '\n') + for l in renderNames: + f.write(l+'();\n') + f.write('#endif\n') f.write("}\n}\n") def generateGeoFile(rootDir): diff --git a/tools/train/CMakeLists.txt b/tools/train/CMakeLists.txt index e05787e2a..5d2cb4dce 100644 --- a/tools/train/CMakeLists.txt +++ b/tools/train/CMakeLists.txt @@ -1,5 +1,4 @@ option(MNN_TRAIN_DEBUG "Enable MNN Train Grad Debug" OFF) -option(MNN_BUILD_TRAIN_MINI "Don't build dataset and models" OFF) option(MNN_USE_OPENCV "Use opencv" OFF) include_directories(${CMAKE_CURRENT_LIST_DIR}/source/grad) @@ -22,46 +21,35 @@ file(GLOB DATASETS ${CMAKE_CURRENT_LIST_DIR}/source/datasets/*) IF (MNN_TRAIN_DEBUG) add_definitions(-DMNN_TRAIN_DEBUG) ENDIF() -if(MNN_BUILD_TRAIN_MINI) - set(MNN_TRAIN_SRCS ${GRAD} ${BASIC_INCLUDE} ${OPTIMIZER} ${DATALOADER} ${TRANSFORMER} ${NNFILES}) -else() - set(MNN_TRAIN_SRCS ${GRAD} ${BASIC_INCLUDE} ${OPTIMIZER} ${DATALOADER} ${TRANSFORMER} ${NNFILES} ${MODELS} ${DATASETS}) -endif() +set(MNN_TRAIN_SRCS ${GRAD} ${BASIC_INCLUDE} ${OPTIMIZER} ${TRANSFORMER} ${NNFILES}) +set(MNN_TRAIN_UTILS_SRCS ${MODELS} ${DATASETS} ${DATALOADER}) IF(MNN_SEP_BUILD) add_library(MNNTrain SHARED ${MNN_TRAIN_SRCS}) + add_library(MNNTrainUtils SHARED ${MNN_TRAIN_UTILS_SRCS}) target_link_libraries(MNNTrain MNN MNN_Express) + target_link_libraries(MNNTrainUtils MNNTrain) ELSE() add_library(MNNTrain OBJECT ${MNN_TRAIN_SRCS}) + add_library(MNNTrainUtils OBJECT ${MNN_TRAIN_UTILS_SRCS}) ENDIF() -target_compile_definitions(MNNTrain PRIVATE STB_IMAGE_STATIC STB_IMAGE_IMPLEMENTATION) +target_compile_definitions(MNNTrainUtils PRIVATE STB_IMAGE_STATIC STB_IMAGE_IMPLEMENTATION) # executables set(MNN_TRAIN_TOOLS "") -if (MSVC) - add_executable(transformer.out ${CMAKE_CURRENT_LIST_DIR}/source/exec/transformerExecution.cpp) -else() - add_executable(transformer.out ${CMAKE_CURRENT_LIST_DIR}/source/exec/transformerExecution.cpp ${TRANSFORMER}) -endif() -add_executable(train.out ${CMAKE_CURRENT_LIST_DIR}/source/exec/train.cpp ${SCHEMA} ${BASIC_INCLUDE}) -add_executable(rawDataTransform.out ${CMAKE_CURRENT_LIST_DIR}/source/exec/rawDataTransform.cpp ${SCHEMA} ${BASIC_INCLUDE}) -add_executable(dataTransformer.out ${CMAKE_CURRENT_LIST_DIR}/source/exec/dataTransformer.cpp ${SCHEMA} ${BASIC_INCLUDE}) +add_executable(transformer ${CMAKE_CURRENT_LIST_DIR}/source/exec/transformerExecution.cpp) +add_executable(extractForInfer ${CMAKE_CURRENT_LIST_DIR}/source/exec/extractForInfer.cpp) file(GLOB DEMOSOURCE ${CMAKE_CURRENT_LIST_DIR}/source/demo/*) -if (MNN_BUILD_TRAIN_MINI) - add_executable(runTrainDemo.out ${DEMOSOURCE} ${BASIC_INCLUDE} ${DATASETS} ${MODELS}) -else() - add_executable(runTrainDemo.out ${DEMOSOURCE} ${BASIC_INCLUDE}) -endif() +add_executable(runTrainDemo.out ${DEMOSOURCE} ${BASIC_INCLUDE}) target_include_directories(runTrainDemo.out PRIVATE ../../3rd_party/imageHelper/) -list(APPEND MNN_TRAIN_TOOLS transformer.out) -list(APPEND MNN_TRAIN_TOOLS train.out) -list(APPEND MNN_TRAIN_TOOLS rawDataTransform.out) -list(APPEND MNN_TRAIN_TOOLS dataTransformer.out) +list(APPEND MNN_TRAIN_TOOLS transformer) +list(APPEND MNN_TRAIN_TOOLS extractForInfer) list(APPEND MNN_TRAIN_TOOLS runTrainDemo.out) foreach(TARGET ${MNN_TRAIN_TOOLS}) target_link_libraries(${TARGET} PRIVATE ${MNN_DEPS}) IF(MNN_SEP_BUILD) target_link_libraries(${TARGET} PRIVATE MNNTrain) + target_link_libraries(${TARGET} PRIVATE MNNTrainUtils) ENDIF() if (MSVC) target_compile_definitions(${TARGET} PRIVATE "_CRT_SECURE_NO_WARNINGS") @@ -69,9 +57,6 @@ foreach(TARGET ${MNN_TRAIN_TOOLS}) foreach (DEPEND ${MNN_DEPS}) target_link_options(${TARGET} PRIVATE /WHOLEARCHIVE:$) endforeach () - IF(MNN_SEP_BUILD) - target_link_options(${TARGET} PRIVATE /WHOLEARCHIVE:$) - ENDIF() endif() endif() endforeach() diff --git a/tools/train/README_CN.md b/tools/train/README_CN.md index 96979bea7..caa35c2e6 100644 --- a/tools/train/README_CN.md +++ b/tools/train/README_CN.md @@ -5,51 +5,30 @@ - MNN 编译时打开 MNN_BUILD_TRAIN 开关：cmake .. -DMNN_BUILD_TRAIN=true ### 产物 -- transformer.out -- rawDataTransform.out -- dataTransformer.out -- train.out -- backendTest.out -- backwardTest.out +- transformer +- extractForInfer - runTrainDemo.out ## 使用 ### 制作训练模型 -eg: ./transformer.out mobilenet.mnn mobilenet-train.mnn transformerConfig.json +eg: ./transformer mobilenet.mnn mobilenet-train.mnn transformerConfig.json [revert.json] -- 第一个参数为推理模型 -- 第二个参数为产出物训练模型 -- 第三个参数为json配置文件, 参考 transformerConfig.json 和 transformerConfig2.json 编写 +- 第一个参数：输入，推理模型或计算Loss的模型 +- 第二个参数：输出，训练模型 +- 第三个参数：输入，为json配置文件, 参考 transformerConfig.json 和 transformerConfig2.json 编写 +- 第四个参数：输出，还原参数所需要的配置文件，若不指定，默认为当前路径下的 revert.json ### 制作训练数据 -#### 基于图像数据制作 -eg: ./dataTransformer.out mobilenet.mnn filePath.json testData.bin - -- 第一个参数为推理模型 -- 第二个参数为图片描述，参考 filePath.json -- 第三个参数为产出物训练数据 - -#### 基于文本形式制作 -eg: ./rawDataTransform.out dataConfig.json data.bin - -- 第一个参数为配置文件，参考 dataConfig.json 编写 -- 第二个参数为产出物训练数据 +- 根据模型输入和标注准备 ### 训练 -eg: ./train.out mobilenet-train.mnn testData.bin 1000 0.01 32 Loss - -- 默认程序运行完成后输出模型文件 trainResult.bin -- 第一个参数为训练模型 -- 第二个参数为训练数据 -- 第三个参数为迭代次数 -- 第四个参数为学习率 -- 第五个参数为Batch size -- 第六个参数为 Loss 函数名，若不输视为 "Loss" - - -## 目前支持转换的模型 -- MobilenetV2: ../../AliNNModel/MobileNetV2/mobilenet_v2_1.0_224.tflite.alinn -- Lenet - -注：Caffe 的 mobilenet 产生的 MNN 模型，在转成训练模型过程中会出现反卷积与卷积维度不一的情况，待解决 +- 用 Interpreter-Session API 加载训练模型，得到 Session +- 根据 transformer 打印的输入，传入 Session +- 运行 Session +- （可选）获取 Session 中的 loss 并查看 +- 若干次迭代后，调用 Interpreter 的 updateSessionToModel 更新权重, 然后调用 getModelBuffer 获取新的模型内存并自行写入到新的模型文件中 + +### 应用 +- 使用 extractForInfer 将训练模型的参数提取到 推理模型 +- 重新加载推理模型，即训练好的模型 diff --git a/tools/train/source/exec/dataTransformer.cpp b/tools/train/source/exec/dataTransformer.cpp deleted file mode 100644 index 8a36408f9..000000000 --- a/tools/train/source/exec/dataTransformer.cpp +++ /dev/null @@ -1,184 +0,0 @@ -// -// dataTransformer.cpp -// MNN -// -// Created by MNN on 2019/05/05. -// Copyright © 2018, Alibaba Group Holding Limited -// - -#include -#include -#include -#include -#include "MNN_generated.h" -#include "rapidjson/document.h" -using namespace MNN; -using namespace MNN::CV; -#define STB_IMAGE_IMPLEMENTATION -#include "stb_image.h" - -int main(int argc, const char* argv[]) { - rapidjson::Document document; - if (argc < 3) { - MNN_ERROR("Usage: ./dataTransformer.out mobilenet.alinn picpath.json storage.bin\n"); - return 0; - } - FUNC_PRINT_ALL(argv[1], s); - FUNC_PRINT_ALL(argv[2], s); - FUNC_PRINT_ALL(argv[3], s); - std::unique_ptr net(Interpreter::createFromFile(argv[1])); - ScheduleConfig scheduleConfig; - auto session = net->createSession(scheduleConfig); - auto dataTensor = net->getSessionInput(session, nullptr); - auto probTensor = net->getSessionOutput(session, nullptr); - - { - std::ifstream fileNames(argv[2]); - std::ostringstream output; - output << fileNames.rdbuf(); - auto outputStr = output.str(); - document.Parse(outputStr.c_str()); - if (document.HasParseError()) { - MNN_ERROR("Invalid json\n"); - return 0; - } - } - auto picObj = document.GetObject(); - ImageProcess::Config config; - config.destFormat = BGR; - { - if (picObj.HasMember("format")) { - auto format = picObj["format"].GetString(); - static std::map formatMap{{"BGR", BGR}, {"RGB", RGB}, {"GRAY", GRAY}}; - if (formatMap.find(format) != formatMap.end()) { - config.destFormat = formatMap.find(format)->second; - } - } - } - config.sourceFormat = RGBA; - { - if (picObj.HasMember("mean")) { - auto mean = picObj["mean"].GetArray(); - int cur = 0; - for (auto iter = mean.begin(); iter != mean.end(); iter++) { - config.mean[cur++] = iter->GetFloat(); - } - } - if (picObj.HasMember("normal")) { - auto normal = picObj["normal"].GetArray(); - int cur = 0; - for (auto iter = normal.begin(); iter != normal.end(); iter++) { - config.normal[cur++] = iter->GetFloat(); - } - } - } - std::shared_ptr process(ImageProcess::create(config)); - std::vector, std::shared_ptr>> result; - - auto pathArray = picObj["path"].GetArray(); - for (auto iter = pathArray.begin(); iter != pathArray.end(); iter++) { - auto path = iter->GetString(); - // FUNC_PRINT_ALL(path, s); - int width, height, channel; - auto inputImage = stbi_load(path, &width, &height, &channel, 4); - if (nullptr == inputImage) { - MNN_ERROR("Invalid Path: %s\n", path); - continue; - } - Matrix m; - m.setScale((float)width / dataTensor->width(), (float)height / dataTensor->height()); - - process->setMatrix(m); - process->convert(inputImage, width, height, 0, dataTensor); - std::shared_ptr userTensor(new Tensor(dataTensor)); - dataTensor->copyToHostTensor(userTensor.get()); - - net->runSession(session); - - std::shared_ptr probUserTensor(new Tensor(probTensor, probTensor->getDimensionType())); - probTensor->copyToHostTensor(probUserTensor.get()); - // FUNC_PRINT(probTensor->elementSize()); - - result.emplace_back(std::make_pair(userTensor, probUserTensor)); - stbi_image_free(inputImage); - } - { - std::unique_ptr data(new NetT); - data->tensorName = {net->getSessionInputAll(session).begin()->first, - net->getSessionOutputAll(session).begin()->first + "_Compare"}; - { - std::unique_ptr newOp(new OpT); - newOp->type = OpType_Const; - newOp->name = data->tensorName[0]; - newOp->outputIndexes = {0}; - newOp->main.type = OpParameter_Blob; - auto blobT = new BlobT; - blobT->dims = {(int)result.size(), dataTensor->channel(), dataTensor->height(), dataTensor->width()}; - size_t totalSize = 1; - for (int i = 0; i < blobT->dims.size(); ++i) { - totalSize *= blobT->dims[i]; - } - blobT->float32s.resize(totalSize); - switch (dataTensor->getDimensionType()) { - case MNN::Tensor::CAFFE: - blobT->dataFormat = MNN_DATA_FORMAT_NCHW; - break; - case MNN::Tensor::TENSORFLOW: - blobT->dataFormat = MNN_DATA_FORMAT_NHWC; - break; - default: - break; - } - for (int i = 0; i < result.size(); ++i) { - auto tensor = result[i].first.get(); - auto dst = blobT->float32s.data() + i * tensor->elementSize(); - auto src = tensor->host(); - ::memcpy(dst, src, tensor->size()); - } - newOp->main.value = blobT; - data->oplists.emplace_back(std::move(newOp)); - } - { - std::unique_ptr newOp(new OpT); - newOp->type = OpType_Const; - newOp->name = data->tensorName[1]; - newOp->outputIndexes = {1}; - newOp->main.type = OpParameter_Blob; - auto blobT = new BlobT; - for (int i = 0; i < probTensor->dimensions(); ++i) { - blobT->dims.emplace_back(probTensor->length(i)); - } - blobT->dims[0] = result.size(); - size_t totalSize = 1; - for (int i = 0; i < blobT->dims.size(); ++i) { - totalSize *= blobT->dims[i]; - } - switch (probTensor->getDimensionType()) { - case MNN::Tensor::CAFFE: - blobT->dataFormat = MNN_DATA_FORMAT_NCHW; - break; - case MNN::Tensor::TENSORFLOW: - blobT->dataFormat = MNN_DATA_FORMAT_NHWC; - break; - default: - break; - } - blobT->float32s.resize(totalSize); - for (int i = 0; i < result.size(); ++i) { - auto tensor = result[i].second.get(); - auto dst = blobT->float32s.data() + i * tensor->elementSize(); - auto src = tensor->host(); - ::memcpy(dst, src, tensor->size()); - } - newOp->main.value = blobT; - data->oplists.emplace_back(std::move(newOp)); - } - flatbuffers::FlatBufferBuilder builder(1024); - auto offset = Net::Pack(builder, data.get()); - builder.Finish(offset); - std::ofstream os(argv[3]); - os.write((const char*)builder.GetBufferPointer(), builder.GetSize()); - } - - return 0; -} diff --git a/tools/train/source/exec/extractForInfer.cpp b/tools/train/source/exec/extractForInfer.cpp new file mode 100644 index 000000000..83a5df353 --- /dev/null +++ b/tools/train/source/exec/extractForInfer.cpp @@ -0,0 +1,403 @@ +#include +#include "MNN_generated.h" +#include "TrainInfo_generated.h" +#include "MNN/MNNDefine.h" +#include "MNN/Interpreter.hpp" +#include "rapidjson/document.h" +#include "flatbuffers/idl.h" +#include "flatbuffers/minireflect.h" +#include "flatbuffers/util.h" +#include "core/OpCommonUtils.hpp" +using namespace MNN; +#define VECTOR_EXTRACT(FLATBUFFER_TYPE, CPP_TYPE, JSON_TYPE)\ +case flatbuffers::ET_##FLATBUFFER_TYPE:\ +{\ + std::vector data(array.Size());\ + for (int i=0; ivalue.JSON_TYPE()), (CPP_TYPE)0);\ +break;\ +} +static flatbuffers::Offset _writeJsonToFlatbuffer(const flatbuffers::TypeTable * table, flatbuffers::FlatBufferBuilder& builder, const rapidjson::GenericObject>>& object) { + std::vector>> indexes; + // Load union type for easy to use + std::map unionNames; + for (int i=0; inum_elems; ++i) { + if (table->type_codes[i].sequence_ref == -1) { + continue; + } + const flatbuffers::TypeTable *ref = table->type_refs[table->type_codes[i].sequence_ref](); + if (ref->st == flatbuffers::ST_UNION) { + unionNames.insert(std::make_pair(std::string(table->names[i]) + "_type", i)); + } + } + // Find index and cache + std::map unionTypes; + for (auto iter = object.begin(); iter !=object.end(); iter++) { + auto name = iter->name.GetString(); + int index = -1; + for (int i=0; inum_elems; ++i) { + if (0 == ::strcmp(table->names[i], name)) { + index = i; + break; + } + } + auto uiter = unionNames.find(name); + if (uiter != unionNames.end()) { + // Find union type id + auto value = iter->value.GetString(); + int typePos = -1; + auto unionIndex = uiter->second; + auto ref = table->type_refs[table->type_codes[unionIndex].sequence_ref](); + for (int j=0; jnum_elems; ++j) { + if (0 == ::strcmp(ref->names[j], value)) { + typePos = j; + break; + } + } + if (-1 == typePos) { + MNN_ERROR("Can't find union type\n"); + continue; + } + if (typePos > 0) { + // First is None + unionTypes.insert(std::make_pair(unionIndex, typePos-1)); + } + } + if (index == -1) { + MNN_PRINT("Invalid: %s, Skip it\n", name); + } + indexes.emplace_back(std::make_pair(index, 0)); + } + + // resolve single object + int pos = 0; + for (auto iter = object.begin(); iter !=object.end(); iter++, pos++) { + int index = indexes[pos].first; + if (-1 == index) { + continue; + } + auto code = table->type_codes[index]; + if (code.is_vector) { + continue; + } + if (code.sequence_ref != -1 && code.base_type == flatbuffers::ET_SEQUENCE) { + const flatbuffers::TypeTable *ref = table->type_refs[code.sequence_ref](); + if (ref->st == flatbuffers::ST_TABLE) { + indexes[pos].second = _writeJsonToFlatbuffer(ref, builder, iter->value.GetObject()); + } else if (ref->st == flatbuffers::ST_UNION) { + auto unionInd = unionTypes.find(index)->second; + ref = ref->type_refs[unionInd](); + indexes[pos].second = _writeJsonToFlatbuffer(ref, builder, iter->value.GetObject()); + } + } + } + + // Resolve Vector and String + pos = 0; + for (auto iter = object.begin(); iter !=object.end(); iter++, pos++) { + int index = indexes[pos].first; + if (-1 == index) { + continue; + } + auto code = table->type_codes[index]; + if (!code.is_vector) { + if (code.base_type == flatbuffers::ET_STRING) { + indexes[pos].second = builder.CreateString(iter->value.GetString()).Union(); + } + continue; + } + auto array = iter->value.GetArray(); + if (code.sequence_ref != -1) { + const flatbuffers::TypeTable *ref = table->type_refs[code.sequence_ref](); + std::vector> offsets(array.Size()); + for (int i=0; i data(array.Size()); + for (int i=0; itype_codes[index]; + if (code.sequence_ref != -1) { + const flatbuffers::TypeTable *ref = table->type_refs[code.sequence_ref](); + int value = -1; + if (ref->st == flatbuffers::ST_UNION || ref->st == flatbuffers::ST_ENUM) { + auto type = iter->value.GetString(); + for (int i=0; inum_elems; ++i) { + if (0 == ::strcmp(type, ref->names[i])) { + if (nullptr == ref->values) { + value = i; + } else { + value = ref->values[i]; + } + } + } + switch (code.base_type) { + case flatbuffers::ET_UTYPE: + case flatbuffers::ET_UINT: + builder.AddElement(field, (uint32_t)value, (uint32_t)0); + break; + case flatbuffers::ET_INT: + builder.AddElement(field, (int32_t)value, (int32_t)-1); + break; + case flatbuffers::ET_UCHAR: + builder.AddElement(field, (uint8_t)value, (uint8_t)0); + break; + case flatbuffers::ET_CHAR: + builder.AddElement(field, (int8_t)value, (int8_t)0); + break; + default: + break; + } + continue; + } + } + switch (code.base_type) { + SCALAR_EXTRACT(BOOL, bool, GetBool); + SCALAR_EXTRACT(CHAR, char, GetInt); + SCALAR_EXTRACT(UCHAR, uint8_t, GetInt); + SCALAR_EXTRACT(SHORT, int16_t, GetInt); + SCALAR_EXTRACT(USHORT, uint16_t, GetInt); + SCALAR_EXTRACT(INT, int, GetInt); + SCALAR_EXTRACT(UINT, uint32_t, GetUint); + SCALAR_EXTRACT(LONG, int64_t, GetInt64); + SCALAR_EXTRACT(ULONG, uint64_t, GetUint64); + SCALAR_EXTRACT(FLOAT, float, GetFloat); + SCALAR_EXTRACT(DOUBLE, double, GetDouble); + default: + break; + } + } + return builder.EndTable(start); +} + +static void* _getBlobPtr(const MNN::Blob* b) { + void* result = nullptr; + switch (b->dataType()) { + case DataType_DT_FLOAT: + result = (void*)b->float32s()->Data(); + break; + case DataType_DT_INT32: + result = (void*)b->int32s()->Data(); + break; + case DataType_DT_QUINT8: + case DataType_DT_UINT8: + result = (void*)b->uint8s()->Data(); + break; + case DataType_DT_INT8: + result = (void*)b->int8s()->Data(); + break; + default: + MNN_ASSERT(false); + break; + } + return result; +} +static size_t _getBlobSize(const MNN::Blob* srcblob) { + MNN::Tensor _tmpTensor; + _tmpTensor.setType(srcblob->dataType()); + auto size = _tmpTensor.getType().bytes(); + if (nullptr != srcblob->dims()) { + for (int j=0; jdims()->size(); ++j) { + auto len = srcblob->dims()->data()[j]; + if (1 == j && srcblob->dataFormat() == MNN_DATA_FORMAT_NC4HW4) { + len = UP_DIV(len, 4) * 4; + } + size *= len; + } + } + return size; +} + +int main(int argc, const char* argv[]) { + if (argc < 4) { + MNN_ERROR("Usage: ./extractForInfer src_train.mnn dst_infer.mnn revert.json\n"); + } + // TODO: Support Extern Weight/Bias + std::shared_ptr train(MNN::Interpreter::createFromFile(argv[1])); + if (nullptr == train.get()) { + MNN_ERROR("Open train.mnn error\n"); + return 0; + } + std::shared_ptr infer(MNN::Interpreter::createFromFile(argv[2])); + if (nullptr == infer.get()) { + MNN_ERROR("Open train.mnn error\n"); + return 0; + } + auto trainMNN = flatbuffers::GetRoot(train->getModelBuffer().first); + if (nullptr == trainMNN->oplists()) { + MNN_ERROR("Train mnn file error\n"); + return 0; + } + auto inferMNN = flatbuffers::GetRoot(infer->getModelBuffer().first); + if (nullptr == inferMNN->oplists()) { + MNN_ERROR("Train mnn file error\n"); + return 0; + } + flatbuffers::FlatBufferBuilder configBuilder; + { + rapidjson::Document document; + std::ifstream fileNames(argv[3]); + std::ostringstream output; + output << fileNames.rdbuf(); + auto outputStr = output.str(); + document.Parse(outputStr.c_str()); + if (document.HasParseError()) { + MNN_ERROR("Invalid json\n"); + return 0; + } + auto object = document.GetObject(); + configBuilder.ForceDefaults(true); + auto table = MNNTrain::TrainInfoTypeTable(); + auto offset = _writeJsonToFlatbuffer(table, configBuilder, object); + configBuilder.Finish(offset); + } + auto config = flatbuffers::GetRoot(configBuilder.GetBufferPointer()); + + // Find All Trainable from train.mnn + std::map trainables; + for (int i=0; ioplists()->size(); ++i) { + auto op = trainMNN->oplists()->GetAs(i); + if (MNN::OpType_TrainableParam == op->type()) { + if (nullptr != op->main_as_Blob() && nullptr != op->name()) { + trainables.insert(std::make_pair(op->name()->str(), op->main_as_Blob())); + } + } + } + // Update Raw Trainables + if (nullptr != config->trainables()) { + for (int i=0; itrainables()->size(); ++i) { + auto kv = config->trainables()->GetAs(i); + if (nullptr == kv->key() || nullptr == kv->value()) { + continue; + } + auto key = kv->key()->str(); + auto value = kv->value()->str(); + auto updateBlobIter = trainables.find(value); + if (updateBlobIter == trainables.end()) { + MNN_ERROR("Can't find %s from train.mnn\n", value.c_str()); + continue; + } + auto srcblob = updateBlobIter->second; + auto src = _getBlobPtr(srcblob); + auto size = _getBlobSize(srcblob); + // Find Op from infer mnn + for (int opIndex=0; opIndex < inferMNN->oplists()->size(); ++opIndex) { + auto op = inferMNN->oplists()->GetAs(opIndex); + if (nullptr == op->name() || nullptr == op->main_as_Blob()) { + continue; + } + if (op->name()->str() == key) { + // Update + FUNC_PRINT_ALL(op->name()->c_str(), s); + auto dst = _getBlobPtr(op->main_as_Blob()); + ::memcpy(dst, src, size); + break; + } + } + } + } + // Update Convolution + if (nullptr != config->convolutions()) { + for (int i=0; iconvolutions()->size(); ++i) { + auto kv = config->convolutions()->GetAs(i); + if (nullptr == kv->op()) { + continue; + } + auto key = kv->op()->str(); + // Find Convolution + for (int opIndex=0; opIndex < inferMNN->oplists()->size(); ++opIndex) { + auto op = inferMNN->oplists()->GetAs(opIndex); + if (nullptr == op->name() || nullptr == op->main_as_Convolution2D()) { + continue; + } + if (op->name()->str() == key) { + auto convolutionParameter = op->main_as_Convolution2D(); + if (nullptr == convolutionParameter->weight() || nullptr == convolutionParameter->bias()) { + MNN_ERROR("%s Convolution's weight is compressed, can't update\n", key.c_str()); + continue; + } + // Update + do { + if (nullptr == kv->weight()) { + break; + } + auto updateBlobIter = trainables.find(kv->weight()->str()); + if (updateBlobIter == trainables.end()) { + MNN_ERROR("Can't find %s from train.mnn\n", kv->weight()->c_str()); + break; + } + auto srcblob = updateBlobIter->second; + auto src = _getBlobPtr(srcblob); + auto size = _getBlobSize(srcblob); + ::memcpy((void*)convolutionParameter->weight()->data(), src, size); + } while(false); + do { + if (nullptr == kv->bias()) { + break; + } + auto updateBlobIter = trainables.find(kv->bias()->str()); + if (updateBlobIter == trainables.end()) { + MNN_ERROR("Can't find %s from train.mnn\n", kv->bias()->c_str()); + break; + } + auto srcblob = updateBlobIter->second; + auto src = _getBlobPtr(srcblob); + auto size = _getBlobSize(srcblob); + ::memcpy((void*)convolutionParameter->bias()->data(), src, size); + } while(false); + } + } + } + } + std::ofstream outputOs(argv[2]); + outputOs.write((const char*)infer->getModelBuffer().first, infer->getModelBuffer().second); + return 0; +} diff --git a/tools/train/source/exec/rawDataTransform.cpp b/tools/train/source/exec/rawDataTransform.cpp deleted file mode 100644 index 8ab1a2b7a..000000000 --- a/tools/train/source/exec/rawDataTransform.cpp +++ /dev/null @@ -1,125 +0,0 @@ -// -// rawDataTransform.cpp -// MNN -// -// Created by MNN on 2019/05/27. -// Copyright © 2018, Alibaba Group Holding Limited -// - -#include -#include -#include -#include -#include "MNN_generated.h" -#include "rapidjson/document.h" -using namespace MNN; - -int main(int argc, const char* argv[]) { - if (argc < 3) { - MNN_ERROR("Usage: ./rawDataTransform.out dataConfig.json data.bin\n"); - return 0; - } - FUNC_PRINT_ALL(argv[1], s); - rapidjson::Document document; - { - std::ifstream fileNames(argv[1]); - std::ostringstream output; - output << fileNames.rdbuf(); - auto outputStr = output.str(); - document.Parse(outputStr.c_str()); - if (document.HasParseError()) { - MNN_ERROR("Invalid json\n"); - return 0; - } - FUNC_PRINT(document.IsArray()); - FUNC_PRINT(document.IsObject()); - } - auto dataConfig = document.GetObject(); - - auto dataArray = dataConfig["data"].GetArray(); - std::unique_ptr data(new NetT); - std::vector> ops; - for (auto iter = dataArray.begin(); iter != dataArray.end(); iter++) { - auto dataObj = iter->GetObject(); - auto path = dataObj["path"].GetString(); - std::ifstream read(path); - if (read.fail()) { - MNN_PRINT("Error to open %s\n", path); - continue; - } - auto name = dataObj["name"].GetString(); - data->tensorName.emplace_back(name); - std::unique_ptr newOp(new OpT); - newOp->type = OpType_Const; - newOp->name = name; - newOp->outputIndexes = {(int)data->tensorName.size()}; - newOp->main.type = OpParameter_Blob; - auto blobT = new BlobT; - newOp->main.value = blobT; - int size = 1; - auto dimArray = dataObj["dim"].GetArray(); - for (auto dimIter = dimArray.begin(); dimIter != dimArray.end(); dimIter++) { - auto dim = dimIter->GetInt(); - blobT->dims.emplace_back(dim); - size *= dim; - } - blobT->dataFormat = MNN_DATA_FORMAT_NHWC; - blobT->dataType = DataType_DT_FLOAT; - if (dataObj.HasMember("type")) { - std::string dataType = dataObj["type"].GetString(); - static std::map typeMaps{ - {"double", DataType_DT_FLOAT}, // Use float instead of double - {"float64", DataType_DT_FLOAT}, // Use float instead of float64 - {"float", DataType_DT_FLOAT}, {"float32", DataType_DT_FLOAT}, {"int32", DataType_DT_INT32}, - {"int", DataType_DT_INT32}, {"int64", DataType_DT_INT32}, // Use int32 instead of int64 - {"int8", DataType_DT_INT8}, {"char", DataType_DT_INT8}, {"uint8", DataType_DT_UINT8}, - {"unsigned char", DataType_DT_UINT8}, - }; - auto iter = typeMaps.find(dataType); - if (iter == typeMaps.end()) { - MNN_ERROR("Error for name=%s, type=%s\n", name, dataType.c_str()); - continue; - } - blobT->dataType = iter->second; - } - switch (blobT->dataType) { - case MNN::DataType_DT_FLOAT: - blobT->float32s.resize(size); - for (int i = 0; i < size; ++i) { - read >> blobT->float32s[i]; - } - break; - case MNN::DataType_DT_INT32: - blobT->int32s.resize(size); - for (int i = 0; i < size; ++i) { - read >> blobT->int32s[i]; - } - break; - case MNN::DataType_DT_INT8: - blobT->int8s.resize(size); - for (int i = 0; i < size; ++i) { - read >> blobT->int8s[i]; - } - break; - case MNN::DataType_DT_UINT8: - blobT->uint8s.resize(size); - for (int i = 0; i < size; ++i) { - read >> blobT->uint8s[i]; - } - break; - default: - MNN_ERROR("Error for load name=%s\n", name); - break; - } - data->oplists.emplace_back(std::move(newOp)); - } - { - flatbuffers::FlatBufferBuilder builder(1024); - auto offset = Net::Pack(builder, data.get()); - builder.Finish(offset); - std::ofstream os(argv[2]); - os.write((const char*)builder.GetBufferPointer(), builder.GetSize()); - } - - return 0; -} diff --git a/tools/train/source/exec/train.cpp b/tools/train/source/exec/train.cpp deleted file mode 100644 index f3b7f5f3b..000000000 --- a/tools/train/source/exec/train.cpp +++ /dev/null @@ -1,320 +0,0 @@ -// -// train.cpp -// MNN -// -// Created by MNN on 2019/05/05. -// Copyright © 2018, Alibaba Group Holding Limited -// - -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include "MNN_generated.h" -#include "core/Macro.h" -//#define MNN_OPEN_TIME_TRACE -#include -using namespace MNN; -using namespace std; -std::random_device gDevice; -inline std::string numberToString(int index) { - std::ostringstream os; - os << index; - return os.str(); -} -template -inline T stringConvert(const char* number) { - std::istringstream os(number); - T v; - os >> v; - return v; -} -static void dumpTensorToFile(const Tensor* tensor, std::string fileName) { - std::unique_ptr hostTensor(new Tensor(tensor, MNN::Tensor::TENSORFLOW, true)); - tensor->copyToHostTensor(hostTensor.get()); - if (tensor->getType().code == halide_type_float) { - auto origin0 = hostTensor->host(); - std::ofstream prob(fileName); - auto size = hostTensor->elementSize(); - for (int i = 0; i < size; ++i) { - prob << origin0[i] << "\n"; - } - } else if (tensor->getType().code == halide_type_int && tensor->getType().bytes() == 4) { - auto origin0 = hostTensor->host(); - std::ofstream prob(fileName); - auto size = hostTensor->elementSize(); - for (int i = 0; i < size; ++i) { - prob << origin0[i] << "\n"; - } - } -} -#define TEST_TRAIN -int main(int argc, const char* argv[]) { - if (argc < 5) { - MNN_PRINT( - "Usage: ./train.out model.mnn data.bin test.bin times [learningRate] [weightDecay] [momentum] [LossName] [backend " - "{0:CPU,1:OPENCL}]\n"); - return 0; - } - unique_ptr net(Interpreter::createFromFile(argv[1])); - - int time = atoi(argv[4]); - int trainStep = 1; - float lr = 0.00001f; - if (argc > 5) { - lr = stringConvert(argv[5]); - } - float weightDecay = 1e-4; - if (argc > 6) { - weightDecay = stringConvert(argv[6]); - } - float moment = 0.9; - if (argc > 7) { - moment = stringConvert(argv[7]); - } - std::string lossName = "Loss"; - if (argc > 8) { - lossName = argv[8]; - } - ScheduleConfig config; - if (argc > 9) { - int backend = stringConvert(argv[9]); - if (backend == 1) { - config.type = MNN_FORWARD_OPENCL; - } - } - config.numThread = 1; - config.saveTensors.emplace_back(lossName); - BackendConfig backendConfig; - backendConfig.precision = MNN::BackendConfig::Precision_High; - config.backendConfig = &backendConfig; - auto session = net->createSession(config); - auto loss = net->getSessionOutput(session, lossName.c_str()); - std::unique_ptr lossHost(Tensor::createHostTensorFromDevice(loss, false)); - int maxBatch = 0; - if (nullptr == loss) { - MNN_ERROR("Can't find loss\n"); - return 0; - } - int batch = 1; - - std::map, std::unique_ptr, Tensor*>> tensorInputStorage; - { - unique_ptr dataNet(Interpreter::createFromFile(argv[2])); - auto buffer = dataNet->getModelBuffer(); - auto netC = GetNet(buffer.first); - for (int i = 0; i < netC->oplists()->size(); ++i) { - MNN_ASSERT(OpType_Const == netC->oplists()->GetAs(i)->type()); - auto blob = netC->oplists()->GetAs(i)->main_as_Blob(); - std::vector dims; - for (int d = 0; d < blob->dims()->size(); ++d) { - dims.emplace_back(blob->dims()->data()[d]); - } - maxBatch = dims[0]; - FUNC_PRINT(maxBatch); - auto dimFormat = blob->dataFormat(); - auto dimType = Tensor::CAFFE; - if (dimFormat == MNN_DATA_FORMAT_NHWC) { - dimType = Tensor::TENSORFLOW; - } - void* sourcePtr = nullptr; - switch (blob->dataType()) { - case MNN::DataType_DT_FLOAT: - sourcePtr = (void*)(blob->float32s()->data()); - break; - case MNN::DataType_DT_INT32: - sourcePtr = (void*)(blob->int32s()->data()); - break; - - default: - break; - } - unique_ptr tensor(Tensor::create(dims, nullptr, dimType)); - ::memcpy(tensor->host(), sourcePtr, tensor->size()); - auto name = netC->oplists()->GetAs(i)->name()->str(); - auto inputOrigin = net->getSessionInput(session, name.c_str()); - batch = inputOrigin->shape()[0]; - FUNC_PRINT(batch); - std::unique_ptr inputOriginUser(new Tensor(inputOrigin, dimType)); - tensorInputStorage.insert( - std::make_pair(name, std::make_tuple(std::move(tensor), std::move(inputOriginUser), inputOrigin))); - - FUNC_PRINT_ALL(name.c_str(), s); - } - } - auto learnRate = net->getSessionInput(session, "LearningRate"); - std::unique_ptr learnRateHost(Tensor::createHostTensorFromDevice(learnRate, false)); - learnRateHost->host()[0] = lr; - - auto wd = net->getSessionInput(session, "WeightDecay"); - std::unique_ptr wdHost(Tensor::createHostTensorFromDevice(wd, false)); - wd->host()[0] = weightDecay; - - auto momentum = net->getSessionInput(session, "Momentum"); - std::unique_ptr momentumHost(Tensor::createHostTensorFromDevice(momentum, false)); - momentum->host()[0] = moment; - - TensorCallBack begin = [](const std::vector& inputs, const std::string& name) { return true; }; - TensorCallBack afterEval = [lossName](const std::vector& output, const std::string& name) { - if (name == lossName) { - return false; - } - return true; - }; - - int offset = 0; - - for (int l = 0; l < time; ++l) { - AUTOTIME; -#ifndef TEST_TRAIN - if (l % trainStep == 0) { - float meanloss = 0.0f; - // Eval Train Loss - int batchSize = maxBatch / batch; - for (int v = 0; v < batchSize; ++v) { - for (int n = 0; n < batch; ++n) { - int index = n + batch * v; - for (auto& iter : tensorInputStorage) { - auto& src = get<0>(iter.second); - auto& dst = get<1>(iter.second); - ::memcpy(dst->host() + n * dst->stride(0), src->host() + index * src->stride(0), - src->stride(0) * sizeof(float)); - } - } - for (auto& iter : tensorInputStorage) { - auto& src = get<1>(iter.second); - auto& dst = get<2>(iter.second); - dst->copyFromHostTensor(src.get()); - } - learnRate->copyFromHostTensor(learnRateHost.get()); - net->runSessionWithCallBack(session, begin, afterEval, true); - loss->copyToHostTensor(lossHost.get()); - meanloss += lossHost->host()[0]; - } - meanloss = meanloss / ((float)batchSize * batch); - FUNC_PRINT_ALL(meanloss, f); - } -#endif - for (int n = 0; n < batch; ++n) { -#ifndef TEST_TRAIN - int index = gDevice() % maxBatch; -#else - int index = offset + n; -#endif - for (auto& iter : tensorInputStorage) { - auto& src = get<0>(iter.second); - auto& dst = get<1>(iter.second); - ::memcpy(dst->host() + n * dst->stride(0), src->host() + index * src->stride(0), - src->stride(0) * sizeof(float)); - } - } - for (auto& iter : tensorInputStorage) { - auto& src = get<1>(iter.second); - auto& dst = get<2>(iter.second); - dst->copyFromHostTensor(src.get()); - } - learnRate->copyFromHostTensor(learnRateHost.get()); - net->runSession(session); -#ifdef TEST_TRAIN - static float historyLossValue = 1000000.0f; - loss->copyToHostTensor(lossHost.get()); - auto lossValue = lossHost->host()[0]; - FUNC_PRINT_ALL(lossValue, f); - if (lossValue > historyLossValue) { - MNN_ERROR("Loss value error, from %f to %f \n", historyLossValue, lossValue); - break; - } - historyLossValue = lossValue; -#endif - } - - if (true) { - TensorCallBack begin = [](const std::vector& inputs, const std::string& oname) { - std::string name = oname; - for (int i = 0; i < name.size(); ++i) { - if (name[i] == '/') { - name[i] = '_'; - } - } - for (int index = 0; index < inputs.size(); ++index) { - auto fileName = std::string("output/") + name + "_input_" + numberToString(index); - dumpTensorToFile(inputs[index], fileName); - } - return true; - }; - TensorCallBack after = [lossName](const std::vector& output, const std::string& oname) { - std::string name = oname; - for (int i = 0; i < name.size(); ++i) { - if (name[i] == '/') { - name[i] = '_'; - } - } - float maxValue = 0.0f; - std::unique_ptr hostOutput; - for (int index = 0; index < output.size(); ++index) { - if (output[index]->getType().code != halide_type_float) { - continue; - } - std::ofstream prob("output/" + name + "_" + numberToString(index)); - hostOutput.reset(new Tensor(output[index], MNN::Tensor::TENSORFLOW, true)); - output[index]->copyToHostTensor(hostOutput.get()); - auto origin0 = hostOutput->host(); - auto size = hostOutput->elementSize(); - for (int i = 0; i < size; ++i) { - auto value = origin0[i]; - if ((!(value > 0.0f)) && (!(value <= 0.0f))) { - maxValue = 12345; // NAN - break; - } - maxValue = std::max(maxValue, fabsf(origin0[i])); - prob << origin0[i] << "\n"; - } - } - if (maxValue > 10000.0f) { - MNN_PRINT("Invalid value : %f, %s\n", maxValue, oname.c_str()); - } - return true; - }; - for (int n = 0; n < batch; ++n) { - int index = offset + n; - for (auto& iter : tensorInputStorage) { - auto& src = get<0>(iter.second); - auto& dst = get<1>(iter.second); - ::memcpy(dst->host() + n * dst->stride(0), src->host() + index * src->stride(0), - src->stride(0) * sizeof(float)); - } - } - for (auto& iter : tensorInputStorage) { - auto& src = get<1>(iter.second); - auto& dst = get<2>(iter.second); - dst->copyFromHostTensor(src.get()); - // auto fileName = iter.first; - // for (int i = 0; i < fileName.size(); ++i) { - // if (fileName[i] == '/') { - // fileName[i] = '_'; - // } - // } - // dumpTensorToFile(src.get(), "output/Input_Src_" + fileName); - // dumpTensorToFile(dst, "output/Input_Dst_" + fileName); - } - learnRate->copyFromHostTensor(learnRateHost.get()); - net->runSessionWithCallBack(session, begin, after, true); - } - net->updateSessionToModel(session); - { - auto modelBuffer = net->getModelBuffer(); - ofstream output("trainResult.bin"); - output.write((const char*)modelBuffer.first, modelBuffer.second); - } - - return 0; -} diff --git a/tools/train/source/exec/transformerExecution.cpp b/tools/train/source/exec/transformerExecution.cpp index 8e8f8115c..20870378a 100644 --- a/tools/train/source/exec/transformerExecution.cpp +++ b/tools/train/source/exec/transformerExecution.cpp @@ -7,6 +7,7 @@ // #include +#include "ParameterOptimizer.hpp" #include #include #include @@ -18,6 +19,10 @@ #include "OpGrad.hpp" #include "Transformer.hpp" #include "core/Macro.h" +#include "flatbuffers/idl.h" +#include "flatbuffers/minireflect.h" +#include "flatbuffers/util.h" +#include "TrainInfo_generated.h" #define USE_ELU #define MNN_OPEN_TIME_TRACE #include @@ -29,40 +34,16 @@ using namespace MNN::Express; using namespace MNN::Train; using namespace std; - -VARP getLocalLearningRate(std::string pName, std::vector> weightNameGroups, std::vector lrNames, - std::map &lrMap, std::map &extraInputs) { - bool hasLocalOptConf = false; - std::string localLrName; - for (int ii = 0; ii < weightNameGroups.size(); ii++) { - if (std::find(weightNameGroups[ii].begin(), weightNameGroups[ii].end(), pName) != weightNameGroups[ii].end()) { - hasLocalOptConf = true; - localLrName = lrNames[ii]; - break; - } - } - if (!hasLocalOptConf) { - localLrName = "LearningRate"; - } - VARP localLearningRate; - if (lrMap.find(localLrName) != lrMap.end()) { - localLearningRate = lrMap[localLrName]; - } else { - auto newLr = _Input({}, NCHW); - newLr->setName(localLrName); - lrMap[localLrName] = newLr; - localLearningRate = newLr; - } - extraInputs[localLrName] = "float"; - return localLearningRate; -} - - int main(int argc, const char* argv[]) { if (argc < 4) { - MNN_PRINT("Usage: ./transformer.out temp.bin dst.bin config.json\n"); + MNN_PRINT("Usage: ./transformer.out temp.bin dst.bin config.json [revertInfo.json]\n"); return 0; } + std::string revertConfigFile = "revert.json"; + if (argc >= 5) { + revertConfigFile = argv[4]; + } + FUNC_PRINT_ALL(revertConfigFile.c_str(), s); rapidjson::Document document; { std::ifstream fileNames(argv[3]); @@ -85,7 +66,7 @@ int main(int argc, const char* argv[]) { std::string optimizerType = "SGD"; std::vector fixAsConstOps; std::vector> weightNameGroups; - std::vector lrNames; + std::vector lrNames; if (configObject.HasMember("Optimizer")) { auto optimizer = configObject["Optimizer"].GetObject(); if (optimizer.HasMember("OnlyUpdateOps")) { @@ -132,7 +113,9 @@ int main(int argc, const char* argv[]) { wNames.push_back(wIter->GetString()); } weightNameGroups.push_back(wNames); - lrNames.push_back(conf["LrName"].GetString()); + auto lr = _Input({}, NCHW); + lr->setName(conf["LrName"].GetString()); + lrNames.push_back(lr); } } } @@ -149,6 +132,17 @@ int main(int argc, const char* argv[]) { FUNC_PRINT_ALL(inputModeFileName, s); std::map inputVars; std::map outputVars; + MNN::Usage netUsage; + { + // Load usage + std::shared_ptr net(MNN::Interpreter::createFromFile(argv[1])); + auto buffer = net->getModelBuffer(); + auto netStruct = flatbuffers::GetRoot(buffer.first); + netUsage = netStruct->usage(); + } + if (Usage_INFERENCE_STATIC == netUsage) { + Executor::getGlobalExecutor()->setLazyComputeMode(MNN::Express::Executor::LAZY_CONTENT); + } { auto inputsOutputs = Variable::getInputAndOutput(Variable::loadMap(argv[1])); inputVars = inputsOutputs.first; @@ -171,7 +165,35 @@ int main(int argc, const char* argv[]) { trainConfig.extraParams["BatchNorm"]["momentum"] = bnMomentum; auto turnTrainable = Train::TurnTrainable(trainConfig); turnTrainable.onExecute(Variable::mapToSequence(outputVars)); - auto trainInfo = turnTrainable.trainInfo; + { + // Save Train Revert Info + std::unique_ptr trainInfo(new MNNTrain::TrainInfoT); + for (auto& bnIter : turnTrainable.mTrainInfo.bnVariables) { + std::unique_ptr kv(new MNNTrain::KVT); + kv->key = bnIter.first; + kv->value = bnIter.second->name(); + trainInfo->batchnormal.emplace_back(std::move(kv)); + } + for (auto& iter : turnTrainable.mTrainInfo.trainables) { + std::unique_ptr kv(new MNNTrain::KVT); + kv->key = iter.first; + kv->value = iter.second; + trainInfo->trainables.emplace_back(std::move(kv)); + } + for (auto& iter : turnTrainable.mTrainInfo.convolutionVariables) { + std::unique_ptr kv(new MNNTrain::OpInfoT); + kv->op = iter.first; + kv->weight = iter.second.first; + kv->bias = iter.second.second; + trainInfo->convolutions.emplace_back(std::move(kv)); + } + flatbuffers::FlatBufferBuilder builder; + builder.Finish(MNNTrain::TrainInfo::Pack(builder, trainInfo.get())); + std::ofstream _t(revertConfigFile.c_str()); + auto s = flatbuffers::FlatBufferToString((const uint8_t*)builder.GetBufferPointer(), MNNTrain::TrainInfoTypeTable()); + _t << s; + } + auto trainInfo = turnTrainable.mTrainInfo.bnVariables; if (configObject.HasMember("Shape")) { auto shapeArray = configObject["Shape"].GetObject(); for (auto shapeIter = shapeArray.begin(); shapeIter != shapeArray.end(); shapeIter++) { @@ -206,6 +228,10 @@ int main(int argc, const char* argv[]) { } VARP loss; + bool train = configObject.HasMember("Train"); + if (!train) { + MNN_PRINT("Don't has member Train, generate grad model\n"); + } bool hasLoss = configObject.HasMember("Loss"); if (!hasLoss) { auto output = outputVars.begin()->second; @@ -249,217 +275,64 @@ int main(int argc, const char* argv[]) { break; } } + if (nullptr == loss.get()) { + MNN_ERROR("Can't find loss op\n"); + return 0; + } } auto lossInfo = loss->getInfo(); MNN_ASSERT(nullptr != loss); auto gradMap = OpGrad::grad(loss, parameters, stopBackPropOps); - // Make Update - std::map varUpdateMap; - auto learningRate = _Input({}, NCHW); - learningRate->setName("LearningRate"); - auto weightDecay = _Input({}, NCHW); - weightDecay->setName("WeightDecay"); - - std::map lrMap; - lrMap["LearningRate"] = learningRate; - - auto step = _Scalar(1.0f); - step->setName("optimize_step"); - step.fix(VARP::TRAINABLE); - auto stepPlus1 = step + _Scalar(1.0f); - stepPlus1->setName("optimize_step+1"); - varUpdateMap[step] = stepPlus1; - - std::map extraInputs; - extraInputs["LearningRate"] = "float"; - extraInputs["WeightDecay"] = "float"; - if (trainInfo["is_training_float"]->linkNumber() > 0) { - extraInputs["is_training"] = "int, 0 or 1"; + if (gradMap.empty()) { + MNN_ERROR("Grad error, don't has grad\n"); + return 0; } - - if (optimizerType == "SGD") { - auto momentum = _Input({}, NCHW); - momentum->setName("Momentum"); - extraInputs["Momentum"] = "float"; - - for (auto iter : gradMap) { - auto p = iter.first; - MNN_PRINT("optimize variable: %s\n", p->name().c_str()); - p.fix(VARP::TRAINABLE); - auto grad = iter.second; - grad->setName(p->name()+"_grad"); - - if (p->name().find("_BN_RunningMean_Weight") != string::npos) { - varUpdateMap[p] = trainInfo[p->name()]; - continue; // not update running stats - } - if (p->name().find("_BN_RunningVariance_Weight") != string::npos) { - varUpdateMap[p] = trainInfo[p->name()]; - continue; // not update running stats - } - if (p->name().find("_BN_Eps_Weight") != string::npos) { - continue; // not update eps - } - - auto pInfo = p->getInfo(); - auto pDims = pInfo->dim; - - auto l2grad = weightDecay * p; - l2grad->setName(p->name() + "_l2grad"); - - VARP gradWithDecay = nullptr; - if (p->name().find("Weight") != string::npos) { - gradWithDecay = grad + l2grad; - } else { - gradWithDecay = grad; - } - - VARP history = _Const(0.0f, pDims, pInfo->order); - history->setName(p->name() + "_momentum"); - history.fix(VARP::TRAINABLE); - - auto newHistory = gradWithDecay + momentum * history; - newHistory->setName("update_" + history->name()); - - VARP localLearningRate = getLocalLearningRate(p->name(), weightNameGroups, lrNames, lrMap, extraInputs); - MNN_PRINT("variable: %s, lr name: %s\n", p->name().c_str(), localLearningRate->name().c_str()); - VARP finalGrad = localLearningRate * history; - finalGrad->setName(p->name() + "_final_grad"); - - auto updateValue = _Subtract(p, finalGrad); - updateValue->setName("update_" + p->name()); - varUpdateMap[p] = updateValue; - varUpdateMap[history] = newHistory; + for (auto iter : gradMap) { + if (!iter.first->name().empty()) { + iter.second->setName(iter.first->name() + "::grad"); } - } else if (optimizerType == "ADAM") { - auto beta1 = _Input({}, NCHW); - beta1->setName("Beta1"); - auto beta2 = _Input({}, NCHW); - beta2->setName("Beta2"); - auto eps = _Input({}, NCHW); - eps->setName("Eps"); - - extraInputs["Beta1"] = "float"; - extraInputs["Beta2"] = "float"; - extraInputs["Eps"] = "float"; - - auto correction = _Sqrt(_Const(1.0f, {}, NCHW) - _Pow(beta2, step)) / (_Const(1.0f, {}, NCHW) - _Pow(beta1, step)); - correction->setName("correction"); - + } + if (!train) { + std::vector gradVars = {loss}; for (auto iter : gradMap) { - auto p = iter.first; - MNN_PRINT("optimize variable: %s\n", p->name().c_str()); - p.fix(VARP::TRAINABLE); - auto grad = iter.second; - grad->setName(p->name()+"_grad"); - - if (p->name().find("_BN_RunningMean_Weight") != string::npos) { - varUpdateMap[p] = trainInfo[p->name()]; - continue; // not update running stats - } - if (p->name().find("_BN_RunningVariance_Weight") != string::npos) { - varUpdateMap[p] = trainInfo[p->name()]; - continue; // not update running stats - } - if (p->name().find("_BN_Eps_Weight") != string::npos) { - continue; // not update eps - } - - auto pInfo = p->getInfo(); - auto pDims = pInfo->dim; - - auto l2grad = weightDecay * p; - l2grad->setName(p->name() + "_l2grad"); - - VARP gradWithDecay = nullptr; - if (p->name().find("Weight") != string::npos) { - gradWithDecay = grad + l2grad; - } else { - gradWithDecay = grad; - } - - VARP history1 = _Const(0.0f, pDims, pInfo->order); - history1->setName(p->name() + "_momentum1"); - history1.fix(VARP::TRAINABLE); - auto newHistory1 = beta1 * history1 + (_Scalar(1.0f) - beta1) * gradWithDecay; - newHistory1->setName("update_" + history1->name()); - - VARP history2 = _Const(0.0f, pDims, pInfo->order); - history2->setName(p->name() + "_momentum2"); - history2.fix(VARP::TRAINABLE); - auto newHistory2 = beta2 * history2 + (_Scalar(1.0f) - beta2) * _Square(gradWithDecay); - newHistory2->setName("update_" + history2->name()); - - VARP localLearningRate = getLocalLearningRate(p->name(), weightNameGroups, lrNames, lrMap, extraInputs); - MNN_PRINT("variable: %s, lr name: %s\n", p->name().c_str(), localLearningRate->name().c_str()); - auto finalGrad = localLearningRate * correction * (history1 / (_Sqrt(history2 + _Scalar(1e-8)) + eps)); - finalGrad->setName(p->name() + "_final_grad"); - - auto updateValue = _Subtract(p, finalGrad); - updateValue->setName("update_" + p->name()); - varUpdateMap[p] = updateValue; - varUpdateMap[history1] = newHistory1; - varUpdateMap[history2] = newHistory2; + iter.first.fix(VARP::INPUT); + gradVars.emplace_back(iter.second); } - } else { - MNN_ERROR("error: don't support optimizer type: %s\n", optimizerType.c_str()); - } - - MNN_PRINT(">>>\nextra input tensors for %s:\n\n", optimizerType.c_str()); - for (auto& input : extraInputs) { - MNN_PRINT("name: %s, \ttype: %s\n", input.first.c_str(), input.second.c_str()); - } - MNN_PRINT("<<<\n"); - - std::unique_ptr netStruct(new MNN::NetT); - std::vector resultOutputs; - for (auto output : outputVars) { - resultOutputs.emplace_back(output.second); + ParameterOptimizer::makeLoopModel(argv[2], gradVars, std::make_pair(std::vector{}, std::vector{})); + return 0; } - resultOutputs.emplace_back(loss); - for (auto iter : varUpdateMap) { - resultOutputs.emplace_back(iter.second); + // Make Update + std::shared_ptr optimizer; + if (optimizerType == "SGD") { + optimizer.reset(MNN::Train::ParameterOptimizer::createSGD(nullptr, 0.01f, 0.90f, 0.00f, MNN::Train::ParameterOptimizer::L1)); + } else if (optimizerType == "ADAM") { + optimizer.reset(MNN::Train::ParameterOptimizer::createADAM(nullptr, 0.01f, 0.90f, 0.999f, 0.00f, 0.00005f, MNN::Train::ParameterOptimizer::L1)); } - Variable::save(resultOutputs, ".grad.mnn"); - Variable::save(resultOutputs, netStruct.get()); - for (int i = 0; i < netStruct->oplists.size(); ++i) { - auto& op = netStruct->oplists[i]; - for (auto iter : varUpdateMap) { - if (iter.second->name() == op->name) { - for (int j = 0; j < netStruct->oplists.size(); ++j) { - auto& opSub = netStruct->oplists[j]; - if (opSub->name == iter.first->name()) { - auto indexOri = op->outputIndexes; - op->outputIndexes = opSub->outputIndexes; - if ((opSub->name.find("_BN_RunningMean_Weight") != string::npos) || (opSub->name.find("_BN_RunningVariance_Weight") != string::npos)) { - for (int k = 0; k < netStruct->oplists.size(); ++k) { - auto& opSubSub = netStruct->oplists[k]; - if (opSubSub->inputIndexes.size() > 0) { - for (int kk = 0; kk < opSubSub->inputIndexes.size(); kk++) { - if (opSubSub->inputIndexes[kk] == indexOri[0]) { - opSubSub->inputIndexes[kk] = opSub->outputIndexes[0]; - } - } - } - } - } - } + auto learningRate = _Input({}, NCHW); + learningRate->setName("LearningRate"); + std::vector gradVars; + for (auto iter : gradMap) { + ParameterOptimizer::ParameterOptGrad gradVar; + gradVar.parameter = iter.first; + gradVar.parameterGrad = iter.second; + gradVar.learningRate = learningRate; + if (!lrNames.empty()) { + // Find lr Index + auto pName = iter.first->name(); + for (int ii = 0; ii < weightNameGroups.size(); ii++) { + if (std::find(weightNameGroups[ii].begin(), weightNameGroups[ii].end(), pName) != weightNameGroups[ii].end()) { + gradVar.learningRate = lrNames[ii]; + break; } } } + gradVars.emplace_back(gradVar); } - netStruct->usage = MNN::Usage_TRAIN; - - { - flatbuffers::FlatBufferBuilder builder(1024); - auto offset = Net::Pack(builder, netStruct.get()); - builder.Finish(offset); - // TODO, use FileWriter instead - FILE* f = fopen(argv[2], "wb"); - fwrite(builder.GetBufferPointer(), 1, builder.GetSize(), f); - fclose(f); - } + auto loopPair = optimizer->onMakeParameterUpdateGraphByGrad(gradVars); + std::unique_ptr netStruct(new MNN::NetT); + std::vector resultOutputs = {loss}; + ParameterOptimizer::makeLoopModel(argv[2], resultOutputs, loopPair); return 0; } diff --git a/tools/train/source/grad/BinaryGrad.cpp b/tools/train/source/grad/BinaryGrad.cpp index d4497a064..7ace5d6e3 100644 --- a/tools/train/source/grad/BinaryGrad.cpp +++ b/tools/train/source/grad/BinaryGrad.cpp @@ -124,7 +124,7 @@ class BinaryGrad : public OpGrad { } case BinaryOpOperation_POW: { // d (pow(x, y)) = dv * pow(x, y) / x * y , dv * pow(x, y) * ln(x) - res[0] = outputDiff * output[0] * _Divide(inputs[1], inputs[0]); + res[0] = outputDiff * output[0] * OpGrad::divideAvoidZero(inputs[1], inputs[0]); res[1] = outputDiff * output[0] * _Log(inputs[0]); break; } @@ -144,6 +144,7 @@ class BinaryGrad : public OpGrad { break; } default: + MNN_ERROR("Can't grad for binary: %d\n", op->main_as_BinaryOp()->opType()); return res; } for (int i = 0; i < inputs.size(); ++i) { diff --git a/tools/train/source/grad/GridSampleGrad.cpp b/tools/train/source/grad/GridSampleGrad.cpp index 073766cf3..28ccb2fc3 100644 --- a/tools/train/source/grad/GridSampleGrad.cpp +++ b/tools/train/source/grad/GridSampleGrad.cpp @@ -17,13 +17,21 @@ class GridSampleGrad : public OpGrad { virtual std::vector onGrad(Express::EXPRP expr, const std::vector& backwardOutput) override { auto op = expr->get(); + const auto& inputs = expr->inputs(); + std::vector res(inputs.size()); +#ifndef GRIDSAMPLER_GRAD_DONT_CREATENEWOP + std::unique_ptr gradOp(op->UnPack()); + gradOp->name.clear(); + gradOp->main.AsGridSample()->backward = true; + auto gradForParameterExpr = Expr::create(gradOp.get(), {backwardOutput[0], inputs[1], _Shape(inputs[0], NCHW)}); + res[0] = Variable::create(gradForParameterExpr); + return res; +#else auto param = op->main_as_GridSample(); auto sampleMode = param->mode(); auto padMode = param->paddingMode(); auto alignCorners = param->alignCorners(); - const auto& inputs = expr->inputs(); - std::vector res(inputs.size()); auto input = inputs[0]; auto grid = inputs[1]; @@ -185,13 +193,14 @@ class GridSampleGrad : public OpGrad { } res[0] = _Convert(res[0], inputInfo->order); - return res; +#endif } }; static const auto gRegister = []() { static GridSampleGrad _c; OpGrad::insert((int)OpType_GridSample, &_c); + OpGrad::insert((int)OpType_Texture, &_c); return true; }(); diff --git a/tools/train/source/grad/LoopGrad.cpp b/tools/train/source/grad/LoopGrad.cpp index 0c125fa6f..60363fb12 100644 --- a/tools/train/source/grad/LoopGrad.cpp +++ b/tools/train/source/grad/LoopGrad.cpp @@ -167,6 +167,7 @@ class LoopGrad : public OpGrad { dstCommands.emplace_back(std::move(currentCommand)); return; } + FUNC_PRINT(1); } int inputSize = 0; std::vector inputs; diff --git a/tools/train/source/grad/OpGrad.cpp b/tools/train/source/grad/OpGrad.cpp index c560edacb..824aac318 100644 --- a/tools/train/source/grad/OpGrad.cpp +++ b/tools/train/source/grad/OpGrad.cpp @@ -9,6 +9,7 @@ #include "OpGrad.hpp" using namespace std; using namespace MNN::Express; +//#define MNN_TRAIN_DEBUG namespace MNN { static std::map& getConverter() { static std::map gConverterMap; @@ -41,7 +42,7 @@ std::vector OpGrad::gradLinear(Express::VARP loss, const std::vec for (auto p : parameters) { parameterSet.insert(p); } - auto res = gradCommon(loss, parameterSet, backwardMap, blockExpr); + auto res = gradCommon({loss}, parameterSet, backwardMap, blockExpr); std::vector linearRes(parameters.size(), nullptr); for (int i=0; i OpGrad::grad(VARP loss, const std::setdim, shape->order); backwardMap[loss->expr().first] = std::vector{init}; } - return gradCommon(loss, parameters, backwardMap, blockName); + return gradCommon({loss}, parameters, backwardMap, blockName); } -std::map OpGrad::gradCommon(Express::VARP loss, const std::set& parameters, std::map>& backwardMap, const std::vector blockName) { - auto executeOrder = Variable::getExecuteOrder({loss}); +Express::VARP OpGrad::divideAvoidZero(MNN::Express::VARP y, MNN::Express::VARP x) { + auto p = MNN::Express::_Abs(x); + auto sx = MNN::Express::_Sign(x); + p = MNN::Express::_Maximum(p, MNN::Express::_Scalar(0.000001f)); + return MNN::Express::_Divide(y, p) * sx; +} + +std::pair, std::vector> OpGrad::gradCommon(std::vector outputs, std::vector outputDiff, std::vector parameters) { + if (outputs.size() != outputDiff.size()) { + MNN_ERROR("outputDiff size %d not equal output size %d\n", (int)outputs.size(), (int)outputDiff.size()); + return {}; + } + std::map> backwardMap; + for (int i=0; iexpr(); + if (backwardMap.find(expr.first) == backwardMap.end()) { + std::vector res(expr.first->outputSize(), nullptr); + backwardMap.insert(std::make_pair(expr.first, res)); + } + auto iter = backwardMap.find(expr.first); + if (nullptr == iter->second[expr.second]) { + iter->second[expr.second] = outputDiff[i]; + } else { + iter->second[expr.second] = iter->second[expr.second] + outputDiff[i]; + } + } + std::set parameterSets; + for (auto p : parameters) { + parameterSets.insert(p); + } + auto varmap = gradCommon(outputs, parameterSets, backwardMap); + std::vector res; + std::vector resDiff; + for (int i=0; ifirst); + resDiff.push_back(iter->second); + } + } + return std::make_pair(res, resDiff); +} + +std::map OpGrad::gradCommon(std::vector outputs, const std::set& parameters, std::map>& backwardMap, const std::vector blockName) { + auto executeOrder = Variable::getExecuteOrder(outputs); for (auto iter = executeOrder.rbegin(); iter != executeOrder.rend(); iter++) { auto expr = *iter; auto& inputs = expr->inputs(); @@ -74,11 +118,23 @@ std::map OpGrad::gradCommon(Express::VARP loss, co continue; } auto grad = OpGrad::get(expr->get()->type()); +#ifdef MNN_TRAIN_DEBUG + MNN_PRINT("Grad for %s, %s\n", expr->name().c_str(), MNN::EnumNameOpType(expr->get()->type())); +#endif if (nullptr == grad) { - // MNN_PRINT("Can't grad for %s, %s\n", expr->name().c_str(), MNN::EnumNameOpType(expr->get()->type())); +#ifdef MNN_TRAIN_DEBUG + MNN_PRINT("Can't grad for %s, %s\n", expr->name().c_str(), MNN::EnumNameOpType(expr->get()->type())); +#endif continue; } auto inputGrad = grad->onGrad(expr, backwardMap[expr]); + if (!expr->name().empty()) { + for (int v=0; vsetName("grad::" + expr->name() + std::to_string(v)); + } + } + } auto empty = true; for (auto grad : inputGrad) { if (nullptr != grad) { @@ -87,7 +143,9 @@ std::map OpGrad::gradCommon(Express::VARP loss, co } } if (empty) { - // MNN_PRINT("Can't grad for %s, %d\n", expr->name().c_str(), expr->get()->type()); +#ifdef MNN_TRAIN_DEBUG + MNN_PRINT("Can't grad for %s, %d\n", expr->name().c_str(), expr->get()->type()); +#endif continue; } if (!blockName.empty()) { diff --git a/tools/train/source/grad/OpGrad.hpp b/tools/train/source/grad/OpGrad.hpp index 6a3e70659..16a0e3e99 100644 --- a/tools/train/source/grad/OpGrad.hpp +++ b/tools/train/source/grad/OpGrad.hpp @@ -26,14 +26,17 @@ class MNN_PUBLIC OpGrad { Type type() const { return mType; } + static Express::VARP divideAvoidZero(MNN::Express::VARP y, MNN::Express::VARP x); virtual std::vector onGrad(Express::EXPRP expr, const std::vector& backwardOutput) = 0; static OpGrad* get(int type); static void insert(int type, OpGrad* creator); + static std::pair, std::vector> gradCommon(std::vector outputs, std::vector outputDiff, std::vector parameters); + static std::vector gradLinear(Express::VARP loss, const std::vector& parameters, const std::vector& outputDiff, const std::vector blockExpr = {}); - static std::map gradCommon(Express::VARP loss, const std::set& parameters, std::map>& backwardMap, const std::vector blockExpr = {}); + static std::map gradCommon(std::vector outputs, const std::set& parameters, std::map>& backwardMap, const std::vector blockExpr = {}); static std::map grad(Express::VARP loss, const std::set& parameters, const std::vector blockExpr = {}); protected: diff --git a/tools/train/source/grad/RasterGrad.cpp b/tools/train/source/grad/RasterGrad.cpp index dd3c56201..bd4e75596 100644 --- a/tools/train/source/grad/RasterGrad.cpp +++ b/tools/train/source/grad/RasterGrad.cpp @@ -7,6 +7,7 @@ // #include "OpGrad.hpp" +#include "core/TensorUtils.hpp" using namespace std; using namespace MNN; using namespace MNN::Express; @@ -20,12 +21,38 @@ class RasterGrad : public OpGrad { auto rasterInfo = expr->get()->main_as_Extra(); const int32_t* regionData = nullptr; const int REGION_LENGTH = 11; - for (int i=0; iattr()->size(); ++i) { - auto attr = rasterInfo->attr()->GetAs(i); - if (attr->key()->str() == "region") { - regionData = attr->list()->i()->data(); - MNN_ASSERT(inputs.size() * REGION_LENGTH == attr->list()->i()->size()); - break; + std::vector regionDataHolder; + if (nullptr != rasterInfo && nullptr != rasterInfo->attr()) { + for (int i=0; iattr()->size(); ++i) { + auto attr = rasterInfo->attr()->GetAs(i); + if (attr->key()->str() == "region") { + regionData = attr->list()->i()->data(); + MNN_ASSERT(inputs.size() * REGION_LENGTH == attr->list()->i()->size()); + break; + } + } + } else { + regionDataHolder.resize(inputs.size() * REGION_LENGTH); + regionData = regionDataHolder.data(); + auto outputTensor = Variable::create(expr)->getTensor(); + auto des = TensorUtils::getDescribe(outputTensor); + MNN_ASSERT(des->regions.size() == inputs.size()); + for (int i=0; iregions[i]; + auto dstPtr = regionDataHolder.data() + REGION_LENGTH * i; + dstPtr[0] = r.src.offset; + dstPtr[1] = r.src.stride[0]; + dstPtr[2] = r.src.stride[1]; + dstPtr[3] = r.src.stride[2]; + + dstPtr[4] = r.dst.offset; + dstPtr[5] = r.dst.stride[0]; + dstPtr[6] = r.dst.stride[1]; + dstPtr[7] = r.dst.stride[2]; + + dstPtr[8] = r.size[0]; + dstPtr[9] = r.size[1]; + dstPtr[10] = r.size[2]; } } for (int i=0; i onGrad(Express::EXPRP expr, const std::vector& backwardOutput) override { std::vector result{nullptr}; + auto op = expr->get(); + MNN_ASSERT(nullptr != op); + auto relu6 = op->main_as_Relu6(); + MNN_ASSERT(nullptr != relu6); auto input = expr->inputs()[0]; - auto mask0 = _Cast(_Greater(input, _Scalar(0.0f))); - auto mask1 = _Cast(_Less(input, _Scalar(6.0f))); + auto mask0 = _Cast(_Greater(input, _Scalar(relu6->minValue()))); + auto mask1 = _Cast(_Less(input, _Scalar(relu6->maxValue()))); result[0] = mask0 * mask1 * backwardOutput[0]; return result; diff --git a/tools/train/source/grad/RenderGrad.cpp b/tools/train/source/grad/RenderGrad.cpp new file mode 100644 index 000000000..d663a593f --- /dev/null +++ b/tools/train/source/grad/RenderGrad.cpp @@ -0,0 +1,33 @@ +// +// RenderGrad.cpp +// MNN +// +// Created by MNN on 2023/07/12. +// Copyright © 2018, Alibaba Group Holding Limited +// + +#include "OpGrad.hpp" +#include "core/Macro.h" +using namespace std; +using namespace MNN; +using namespace MNN::Express; + +class RasterDiffGrad : public OpGrad { +public: + virtual std::vector onGrad(Express::EXPRP expr, + const std::vector& backwardOutput) override { + std::vector res{nullptr}; + std::unique_ptr forwardOp(expr->get()->UnPack()); + forwardOp->main.value = new ExtraT; + forwardOp->main.type = OpParameter_Extra; + auto diffExpr = Expr::create(forwardOp.get(), backwardOutput, 1); + res[0] = Variable::create(diffExpr, 0); + return res; + } +}; + +static const auto gRegister = []() { + static RasterDiffGrad _c; + OpGrad::insert(OpType_RasterDiff, &_c); + return true; +}(); diff --git a/tools/train/source/grad/SelectGrad.cpp b/tools/train/source/grad/SelectGrad.cpp index b3a724ac0..4d63a8647 100644 --- a/tools/train/source/grad/SelectGrad.cpp +++ b/tools/train/source/grad/SelectGrad.cpp @@ -20,30 +20,18 @@ class SelectGrad : public OpGrad { virtual std::vector onGrad(Express::EXPRP expr, const std::vector& backwardOutput) override { auto inputs = expr->inputs(); + auto type = inputs[1]->getInfo()->type; std::vector result(inputs.size(), nullptr); + if (type.code != halide_type_float) { + return result; + } auto outputDiff = backwardOutput[0]; // d (select(x, a, b)) = da * (x>0) + db * (x < 0) { - // Cast x>0 -> float - unique_ptr mask(new OpT); - mask->type = OpType_Cast; - mask->main.type = OpParameter_CastParam; - mask->main.value = new CastParamT; - mask->main.AsCastParam()->dstT = DataType_DT_FLOAT; - mask->main.AsCastParam()->srcT = DataType_DT_BOOL; - - auto maskVar = Variable::create(Expr::create(std::move(mask), {inputs[0]})); - - // da * (x>0) - result[1] = _Multiply(outputDiff, maskVar); - - // db * -((x>0)-1) - auto one = _Const(1.0f); - auto sub = _Subtract(maskVar, one); - auto neg = _Negative(sub); - result[2] = _Multiply(outputDiff, neg); + auto zero = MNN::Express::_ZerosLike(expr->inputs()[1]); + result[1] = MNN::Express::_Select(inputs[0], outputDiff, zero); + result[2] = MNN::Express::_Select(inputs[0], zero, outputDiff); } - return result; } }; diff --git a/tools/train/source/grad/UnaryGrad.cpp b/tools/train/source/grad/UnaryGrad.cpp index 2d4c8d405..f213e0c9e 100644 --- a/tools/train/source/grad/UnaryGrad.cpp +++ b/tools/train/source/grad/UnaryGrad.cpp @@ -67,7 +67,7 @@ class UnaryGrad : public OpGrad { // d (-sqrt(x)) = 0.5 / sqrt(x) * dx auto oneConst = _Const(0.5f, {}, NHWC); auto mul = _Multiply(outputDiff, oneConst); - res[0] = _Divide(mul, output[0]); + res[0] = OpGrad::divideAvoidZero(mul, output[0]); break; } case MNN::UnaryOpOperation_SQUARE: { @@ -182,10 +182,11 @@ class UnaryGrad : public OpGrad { break; } default: + MNN_ERROR("Can't grad for unary: %d\n", forwardOp->main.AsUnaryOp()->opType); + return res; } - res[0]->setName(expr->name() + "_Grad"); return res; } }; @@ -202,7 +203,6 @@ class SigmoidGrad : public OpGrad { auto sub = _Subtract(output[0], mul); auto grad = _Multiply(sub, outputDiff); result[0] = grad; - result[0]->setName(expr->name() + "_Grad"); return result; } }; diff --git a/tools/train/source/optimizer/ADAM.cpp b/tools/train/source/optimizer/ADAM.cpp index 722f7a805..1623fcb86 100644 --- a/tools/train/source/optimizer/ADAM.cpp +++ b/tools/train/source/optimizer/ADAM.cpp @@ -59,5 +59,79 @@ Express::VARP ADAM::onComputeUpdateValue(Express::VARP param, Express::VARP grad return updateValue; } +std::pair, std::vector> ADAM::onMakeParameterUpdateGraphByGrad(const std::vector& parameterGrads) { + auto step = _Const(1.0f, {}, NCHW); + auto beta1 = _Const(mMomentum, {}, NCHW); + auto beta2 = _Const(mMomentum2, {}, NCHW); + auto eps = _Const(mEps,{}, NCHW); + beta1->setName("Beta1"); + beta2->setName("Beta2"); + eps->setName("Eps"); + + std::map varUpdateMap; + step->setName("optimize_step"); + auto stepPlus1 = step + _Scalar(1.0f); + stepPlus1->setName("optimize_step+1"); + varUpdateMap[step] = stepPlus1; + auto correction = _Sqrt(_Const(1.0f, {}, NCHW) - _Pow(beta2, step)) / (_Const(1.0f, {}, NCHW) - _Pow(beta1, step)); + correction->setName("correction"); + auto weightDecay = _Const(mWeightDecay, {}, NCHW); + for (auto iter : parameterGrads) { + auto p = iter.parameter; + MNN_PRINT("optimize variable: %s\n", p->name().c_str()); + p.fix(VARP::TRAINABLE); + auto grad = iter.parameterGrad; + grad->setName(p->name()+"_grad"); +#if 0 + if (p->name().find("_BN_RunningMean_Weight") != string::npos) { + varUpdateMap[p] = trainInfo[p->name()]; + continue; // not update running stats + } + if (p->name().find("_BN_RunningVariance_Weight") != string::npos) { + varUpdateMap[p] = trainInfo[p->name()]; + continue; // not update running stats + } + if (p->name().find("_BN_Eps_Weight") != string::npos) { + continue; // not update eps + } +#endif + auto pInfo = p->getInfo(); + auto pDims = pInfo->dim; + + auto l2grad = weightDecay * p; + l2grad->setName(p->name() + "_l2grad"); + + VARP gradWithDecay = grad + l2grad; + + VARP history1 = _Const(0.0f, pDims, pInfo->order); + history1->setName(p->name() + "_momentum1"); + history1.fix(VARP::TRAINABLE); + auto newHistory1 = beta1 * history1 + (_Scalar(1.0f) - beta1) * gradWithDecay; + newHistory1->setName("update_" + history1->name()); + + VARP history2 = _Const(0.0f, pDims, pInfo->order); + history2->setName(p->name() + "_momentum2"); + history2.fix(VARP::TRAINABLE); + auto newHistory2 = beta2 * history2 + (_Scalar(1.0f) - beta2) * _Square(gradWithDecay); + newHistory2->setName("update_" + history2->name()); + + VARP localLearningRate = iter.learningRate; + auto finalGrad = localLearningRate * correction * (history1 / (_Sqrt(history2 + _Scalar(1e-8)) + eps)); + finalGrad->setName(p->name() + "_final_grad"); + + auto updateValue = _Subtract(p, finalGrad); + updateValue->setName("update_" + p->name()); + varUpdateMap[p] = updateValue; + varUpdateMap[history1] = newHistory1; + varUpdateMap[history2] = newHistory2; + } + std::vector res; + std::vector resUpdate; + for (auto& iter : varUpdateMap) { + res.push_back(iter.first); + resUpdate.push_back(iter.second); + } + return std::make_pair(res, resUpdate); +} } // namespace Train } // namespace MNN diff --git a/tools/train/source/optimizer/ADAM.hpp b/tools/train/source/optimizer/ADAM.hpp index 8c9e5c9e8..b1eeffe2d 100644 --- a/tools/train/source/optimizer/ADAM.hpp +++ b/tools/train/source/optimizer/ADAM.hpp @@ -24,6 +24,7 @@ class MNN_PUBLIC ADAM : public SGD { virtual ~ ADAM() = default; virtual Express::VARP onComputeUpdateValue(Express::VARP param, Express::VARP grad) override; + virtual std::pair, std::vector> onMakeParameterUpdateGraphByGrad(const std::vector& parameterGrads) override; float getMomentum2(); diff --git a/tools/train/source/optimizer/ParameterOptimizer.cpp b/tools/train/source/optimizer/ParameterOptimizer.cpp index 844e99406..6fdcb1623 100644 --- a/tools/train/source/optimizer/ParameterOptimizer.cpp +++ b/tools/train/source/optimizer/ParameterOptimizer.cpp @@ -6,14 +6,72 @@ // Copyright © 2018, Alibaba Group Holding Limited // +#include +#include "MNN_generated.h" #include "ParameterOptimizer.hpp" #include "SGD.hpp" #include "ADAM.hpp" using namespace MNN::Express; +// TODO: need Refract +static bool _ReNameTensor(std::unique_ptr& net) { + auto& mNet = net; + // Check dup name and modify + std::set opnames; + for (int i = 0; i < mNet->oplists.size(); ++i) { + auto& op = mNet->oplists[i]; + auto opName = op->name; + if (opName.empty()) { + std::ostringstream defaultName; + defaultName << EnumNameOpType(op->type); + defaultName << i; + op->name = defaultName.str(); + MNN_PRINT("%d op name is empty, set to %s\n", i, op->name.c_str()); + } + bool rename = false; + do { + if (opnames.find(op->name) == opnames.end()) { + break; + } + op->name = op->name + "_"; + rename = true; + } while (true); + opName = op->name; + if (rename) { + MNN_PRINT("%d op name is dup, set to %s\n", i, op->name.c_str()); + } + opnames.insert(opName); + } + std::set tensorNames; + for (int i = 0; i < mNet->tensorName.size(); ++i) { + auto tensorName = mNet->tensorName[i]; + if (tensorName.empty()) { + tensorName = std::to_string(i); + } + bool rename = false; + do { + if (tensorNames.find(tensorName) == tensorNames.end()) { + break; + } + tensorName = tensorName + "_"; + rename = true; + } while (true); + if (rename) { + MNN_PRINT("%d tensor name is dup, set to %s\n", i, tensorName.c_str()); + } + mNet->tensorName[i] = tensorName; + tensorNames.insert(tensorName); + } + return true; +} + namespace MNN { namespace Train { ParameterOptimizer::ParameterOptimizer(std::shared_ptr module) { - auto parameters = module->parameters(); + mModule = module; + if (nullptr == mModule) { + mModule.reset(Module::createEmpty(std::vector{})); + } + auto parameters = mModule->parameters(); for (auto p : parameters) { if (nullptr == p.get()) { continue; @@ -25,7 +83,6 @@ ParameterOptimizer::ParameterOptimizer(std::shared_ptr module) { mTrainable.insert(p); } } - mModule = module; } ParameterOptimizer* ParameterOptimizer::createSGD(std::shared_ptr module, float lr, float momentum, float weightDecay, RegularizationMethod method) { @@ -37,6 +94,23 @@ ParameterOptimizer* ParameterOptimizer::createSGD(std::shared_ptr module return sgd; } +std::pair, std::vector> ParameterOptimizer::makeParameterUpdateGraphByGrad(const std::vector& p, const std::vector& pd, const std::vector& lr) { + if (p.size() != pd.size() || lr.size() != pd.size()) { + MNN_ERROR("[ParameterOptimizer] makeParameterUpdateGraphByGrad: Size not match\n"); + std::pair, std::vector> temp; + return temp; + } + std::vector grads; + for (int i=0; ionMakeParameterUpdateGraphByGrad(grads); +} + ParameterOptimizer* ParameterOptimizer::createADAM(std::shared_ptr module, float lr, float momentum, float momentum2, float weightDecay, float eps, RegularizationMethod method) { auto adam = new ADAM(module); adam->setLearningRate(lr); @@ -48,6 +122,11 @@ ParameterOptimizer* ParameterOptimizer::createADAM(std::shared_ptr modul return adam; } +std::pair, std::vector> ParameterOptimizer::onMakeParameterUpdateGraphByGrad(const std::vector& parameterGrads) { + MNN_ERROR("[ParameterOptimizer]: Don't support make static graph for update parameters\n"); + return std::make_pair(std::vector{}, std::vector{}); +} + bool ParameterOptimizer::step(Express::VARP loss) { mStep++; auto res = this->onGetNextParameter(loss); @@ -67,6 +146,62 @@ int ParameterOptimizer::currentStep() { void ParameterOptimizer::setCurrentStep(int step) { mStep = step; } +static void _saveMNN(MNN::NetT* netStruct, const char* mnnFileName) { + flatbuffers::FlatBufferBuilder builder(1024); + auto offset = Net::Pack(builder, netStruct); + builder.Finish(offset); + // TODO, use FileWriter instead + FILE* f = fopen(mnnFileName, "wb"); + fwrite(builder.GetBufferPointer(), 1, builder.GetSize(), f); + fclose(f); +} +void ParameterOptimizer::makeLoopModel(const char* mnnFileName, std::vector outputs, const std::pair, std::vector>& parameters) { + if (parameters.first.size() != parameters.second.size()) { + MNN_ERROR("[ParameterOptimizer] makeLoopModel Size not match\n"); + return; + } + auto parameterSize = parameters.first.size(); + for (int i=0; i netStruct(new MNN::NetT); + Variable::save(outputs, netStruct.get()); + _ReNameTensor(netStruct); + if (parameterSize == 0) { + _saveMNN(netStruct.get(), mnnFileName); + return; + } + for (int i = 0; i < netStruct->oplists.size(); ++i) { + auto& op = netStruct->oplists[i]; + for (int v=0; vname() == op->name) { + for (int j = 0; j < netStruct->oplists.size(); ++j) { + auto& opSub = netStruct->oplists[j]; + if (opSub->name == pi->name()) { + auto indexOri = op->outputIndexes; + op->outputIndexes = opSub->outputIndexes; + + if ((opSub->name.find("_BN_RunningMean_Weight") != std::string::npos) || (opSub->name.find("_BN_RunningVariance_Weight") != std::string::npos)) { + for (int k = 0; k < netStruct->oplists.size(); ++k) { + auto& opSubSub = netStruct->oplists[k]; + if (opSubSub->inputIndexes.size() > 0) { + for (int kk = 0; kk < opSubSub->inputIndexes.size(); kk++) { + if (opSubSub->inputIndexes[kk] == indexOri[0]) { + opSubSub->inputIndexes[kk] = opSub->outputIndexes[0]; + } + } + } + } + } + } + } + } + } + } + _saveMNN(netStruct.get(), mnnFileName); +} } // namespace Train } // namespace MNN diff --git a/tools/train/source/optimizer/ParameterOptimizer.hpp b/tools/train/source/optimizer/ParameterOptimizer.hpp index 094ab17e9..2845b3564 100644 --- a/tools/train/source/optimizer/ParameterOptimizer.hpp +++ b/tools/train/source/optimizer/ParameterOptimizer.hpp @@ -26,8 +26,17 @@ class MNN_PUBLIC ParameterOptimizer { bool step(Express::VARP loss); int currentStep(); void setCurrentStep(int step); + static void makeLoopModel(const char* mnnFileName, std::vector outputs, const std::pair, std::vector>& parameters); + + struct ParameterOptGrad { + Express::VARP parameter; + Express::VARP parameterGrad; + Express::VARP learningRate; + }; virtual std::map onGetNextParameter(Express::VARP loss) = 0; + virtual std::pair, std::vector> onMakeParameterUpdateGraphByGrad(const std::vector& parameterGrads); + std::pair, std::vector> makeParameterUpdateGraphByGrad(const std::vector& p, const std::vector& pd, const std::vector& lr); static ParameterOptimizer* createSGD(std::shared_ptr module, float lr, float momentum, float weightDecay, RegularizationMethod method); static ParameterOptimizer* createADAM(std::shared_ptr module, float lr, float momentum, float momentum2, float weightDecay, float eps, RegularizationMethod method); diff --git a/tools/train/source/optimizer/SGD.cpp b/tools/train/source/optimizer/SGD.cpp index 1792a2e6a..0c702aaed 100644 --- a/tools/train/source/optimizer/SGD.cpp +++ b/tools/train/source/optimizer/SGD.cpp @@ -70,7 +70,7 @@ Express::VARP SGD::regularizeParameters(Express::VARP param, Express::VARP grad) Express::VARP SGD::onComputeUpdateValue(Express::VARP param, Express::VARP grad) { auto lr = _Const(mLearningRate, {}, NCHW); - mHistory[param] = lr * (grad + _Const(mMomentum, {}, NCHW) * mHistory[param]); + mHistory[param] = lr * grad + _Const(mMomentum, {}, NCHW) * mHistory[param];; mHistory[param].fix(Express::VARP::CONSTANT); //FUNC_PRINT_ALL(_ReduceMax(grad)->readMap()[0], f); return mHistory[param]; @@ -117,5 +117,59 @@ std::map SGD::onGetNextParameter(Express::VARP los return grad; } +std::pair, std::vector> SGD::onMakeParameterUpdateGraphByGrad(const std::vector& parameterGrads) { + std::map varUpdateMap; + auto momentum = _Const(mMomentum, {}, NCHW); + auto weightDecay = _Const(mWeightDecay, {}, NCHW); + for (int pIndex=0; pIndexname().find("_BN_RunningMean_Weight") != string::npos) { + varUpdateMap[p] = trainInfo[p->name()]; + continue; // not update running stats + } + if (p->name().find("_BN_RunningVariance_Weight") != string::npos) { + varUpdateMap[p] = trainInfo[p->name()]; + continue; // not update running stats + } + if (p->name().find("_BN_Eps_Weight") != string::npos) { + continue; // not update eps + } +#endif + auto pInfo = p->getInfo(); + auto pDims = pInfo->dim; + + auto l2grad = weightDecay * p; + l2grad->setName(p->name() + "_l2grad"); + + VARP gradWithDecay = grad + l2grad; + + VARP history = _Const(0.0f, pDims, pInfo->order); + history->setName(p->name() + "_momentum"); + history.fix(VARP::TRAINABLE); + + auto newHistory = gradWithDecay + momentum * history; + newHistory->setName("update_" + history->name()); + + VARP localLearningRate = parameterGrads[pIndex].learningRate; + VARP finalGrad = localLearningRate * history; + finalGrad->setName(p->name() + "_final_grad"); + + auto updateValue = _Subtract(p, finalGrad); + updateValue->setName("update_" + p->name()); + varUpdateMap[p] = updateValue; + varUpdateMap[history] = newHistory; + } + std::vector res; + std::vector resUpdate; + for (auto& iter : varUpdateMap) { + res.push_back(iter.first); + resUpdate.push_back(iter.second); + } + return std::make_pair(res, resUpdate); +} } // namespace Train } // namespace MNN diff --git a/tools/train/source/optimizer/SGD.hpp b/tools/train/source/optimizer/SGD.hpp index 5dc8430f1..fe5f99d49 100644 --- a/tools/train/source/optimizer/SGD.hpp +++ b/tools/train/source/optimizer/SGD.hpp @@ -22,6 +22,7 @@ class MNN_PUBLIC SGD : public ParameterOptimizer { SGD(std::shared_ptr module); virtual ~ SGD() = default; virtual std::map onGetNextParameter(Express::VARP loss) override; + virtual std::pair, std::vector> onMakeParameterUpdateGraphByGrad(const std::vector& parameterGrads) override; Express::VARP regularizeParameters(Express::VARP param, Express::VARP grad); diff --git a/tools/train/source/transformer/OpConverter.cpp b/tools/train/source/transformer/OpConverter.cpp index 6be095639..75a77c7b7 100644 --- a/tools/train/source/transformer/OpConverter.cpp +++ b/tools/train/source/transformer/OpConverter.cpp @@ -6,16 +6,18 @@ // Copyright © 2018, Alibaba Group Holding Limited // +#include "MNN_generated.h" #include "OpConverter.hpp" #include #include +namespace MNN { -static std::map& getConverter() { - static std::map gConverterMap; +static std::map& getConverter() { + static std::map gConverterMap; return gConverterMap; } -OpConverter* OpConverter::get(MNN::OpType type) { +OpConverter* OpConverter::get(int type) { auto& converterMap = getConverter(); auto iter = converterMap.find(type); if (iter != converterMap.end()) { @@ -24,23 +26,24 @@ OpConverter* OpConverter::get(MNN::OpType type) { return nullptr; } -void OpConverter::insert(MNN::OpType type, OpConverter* converter) { +void OpConverter::insert(int type, OpConverter* converter) { auto& converterMap = getConverter(); converterMap.insert(std::make_pair(type, converter)); } -MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::map& helpInfo) { +MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, TrainInfo& trainInfo) { auto opOrigin = source->get(); if (nullptr == opOrigin) { return source; } std::unique_ptr op(opOrigin->UnPack()); + auto& helpInfo = trainInfo.bnVariables; if (op->type == MNN::OpType_BatchNorm) { printf("transform batchnorm: %s\n", source->name().c_str()); - + auto params = op->main.AsBatchNorm(); auto channels = params->channels; - + auto input = source->inputs()[0]; if (input->getInfo()->dim.size() != 4) { printf("only support BatchNorm with 4-D input\n"); @@ -55,14 +58,14 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::mapsetName(source->name() + "_MNN_single_BN_first_op"); } auto inputOrder = input->getInfo()->order; - + std::vector reduceDims = {0, 2, 3}; std::vector statShape = {1, channels, 1, 1}; if (inputOrder == MNN::Express::NHWC) { reduceDims = {0, 1, 2}; statShape = {1, 1, 1, channels}; } - + auto rMean = MNN::Express::_Const((void*)params->meanData.data(), statShape, inputOrder); rMean->setName(source->name() + "_BN_RunningMean_Weight"); auto rVar = MNN::Express::_Const((void*)params->varData.data(), statShape, inputOrder); @@ -73,12 +76,12 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::mapsetName(source->name() + "_BN_Beta_Bias"); auto eps = MNN::Express::_Scalar(params->epsilon); eps->setName(source->name() + "_BN_Eps_Weight"); - + auto meanX = MNN::Express::_ReduceMean(input, reduceDims, true); meanX->setName(source->name() + "_BN_xmean"); auto varX = MNN::Express::_ReduceMean(_Square(input - meanX), reduceDims, true); varX->setName(source->name() + "_BN_xvariance"); - + auto isTraining = helpInfo["is_training_float"]; auto one = helpInfo["one_float"]; auto momentum = helpInfo["bn_momentum"] * isTraining + (one - isTraining) * one; @@ -89,13 +92,13 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::mapsetName(source->name() + "_BN_momentum_variance"); helpInfo[rVar->name()] = mVar; - + auto meanFinal = isTraining * meanX + (one - isTraining) * mMean; meanFinal->setName(source->name() + "_BN_mean_final"); auto varFinal = isTraining * varX + (one - isTraining) * mVar; varFinal->setName(source->name() + "_BN_variance_final"); auto stdFinal = _Sqrt(varFinal + eps); - + auto subMean = input - meanFinal; if (oriInputOrder != MNN::Express::NC4HW4) { if (cond) subMean->setName(source->name() + "_MNN_BN_after_conv_first_op"); @@ -103,14 +106,14 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::mapsetName(source->name()); return res->expr().first; } - + if (op->type != MNN::OpType_Convolution && op->type != MNN::OpType_ConvolutionDepthwise) { return source; } @@ -126,10 +129,10 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::maptype = MNN::OpType_Const; weight->main.type = MNN::OpParameter_Blob; auto srcCount = (int)conv2D->weight.size() * conv2DCommon->group / conv2DCommon->outputCount / - conv2DCommon->kernelX / conv2DCommon->kernelY; + conv2DCommon->kernelX / conv2DCommon->kernelY; weight->main.value = new MNN::BlobT; weight->main.AsBlob()->dims = {conv2DCommon->outputCount, srcCount / conv2DCommon->group, conv2DCommon->kernelY, - conv2DCommon->kernelX}; + conv2DCommon->kernelX}; weight->main.AsBlob()->dataType = MNN::DataType_DT_FLOAT; weight->main.AsBlob()->dataFormat = MNN::MNN_DATA_FORMAT_NCHW; weight->main.AsBlob()->float32s = std::move(op->main.AsConvolution2D()->weight); @@ -140,6 +143,7 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::mapbias.data(), {(int)conv2D->bias.size()}, MNN::Express::NCHW); weightValue->setName(source->name() + "_Weight"); biasValue->setName(source->name() + "_Bias"); + trainInfo.convolutionVariables.insert(std::make_pair(source->name(), std::make_pair(weightValue->name(), biasValue->name()))); // Origin Convolution std::unique_ptr newConvOp(new MNN::OpT); { @@ -151,10 +155,10 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::mapmain.AsConvolution2D()->common->relu6 = false; newConvOp->main.AsConvolution2D()->common->relu = false; - + auto relu = conv2DCommon->relu; auto relu6 = conv2DCommon->relu6; - + MNN::Express::EXPRP newConv = MNN::Express::Expr::create(std::move(newConvOp), {inputs[0], weightValue, biasValue}); MNN::Express::VARP resultVariable = MNN::Express::Variable::create(newConv, 0); resultVariable->setName(source->name()); @@ -167,3 +171,4 @@ MNN::Express::EXPRP OpConverter::convert(MNN::Express::EXPRP source, std::mapexpr().first; } +}; diff --git a/tools/train/source/transformer/OpConverter.hpp b/tools/train/source/transformer/OpConverter.hpp index fafa401db..02b3c6e30 100644 --- a/tools/train/source/transformer/OpConverter.hpp +++ b/tools/train/source/transformer/OpConverter.hpp @@ -10,21 +10,21 @@ #define OpConverter_hpp #include #include -#include "MNN_generated.h" - +namespace MNN { +struct TrainInfo { + std::map bnVariables; + std::map> convolutionVariables; + std::map trainables; +}; class MNN_PUBLIC OpConverter { public: OpConverter() = default; - static MNN::Express::EXPRP convert(MNN::Express::EXPRP source, std::map& helpInfo); + static MNN::Express::EXPRP convert(MNN::Express::EXPRP source, TrainInfo& helpInfo); virtual ~OpConverter() = default; - static OpConverter* get(MNN::OpType type); - static void insert(MNN::OpType type, OpConverter* converter); - - struct ReductResult { - std::vector needDeleteOpIndexes; - }; - virtual ReductResult onReduct(int opIndex, MNN::OpT* op, MNN::NetT* net) = 0; + static OpConverter* get(int type); + static void insert(int type, OpConverter* converter); +}; }; #endif diff --git a/tools/train/source/transformer/Transformer.cpp b/tools/train/source/transformer/Transformer.cpp index c6d314bd9..7ef241364 100644 --- a/tools/train/source/transformer/Transformer.cpp +++ b/tools/train/source/transformer/Transformer.cpp @@ -15,6 +15,7 @@ namespace MNN { namespace Train { bool TurnTrainable::onExecute(const std::vector& outputs, std::shared_ptr p) { + auto& trainInfo = mTrainInfo.bnVariables; auto exprs = Variable::getExecuteOrder(outputs); { auto isTraining = _Input({}, NCHW, halide_type_of()); @@ -27,7 +28,7 @@ bool TurnTrainable::onExecute(const std::vector& outputs, std::shared_ptr< trainInfo["bn_momentum"] = _Scalar(mConfig.extraParams["BatchNorm"]["momentum"]->f); // Turn convolution be trainable convolution for (auto expr : exprs) { - auto newExpr = OpConverter::convert(expr, trainInfo); + auto newExpr = OpConverter::convert(expr, mTrainInfo); if (newExpr.get() != expr.get()) { Expr::replace(expr, newExpr); } @@ -73,6 +74,7 @@ bool TurnTrainable::onExecute(const std::vector& outputs, std::shared_ptr< va->setName(name + "_Weight"); va->expr().first->setName(va->name()); } + mTrainInfo.trainables.insert(std::make_pair(name, va->name())); MNN_PRINT("Add Variable: %s\n", va->name().c_str()); } else { va.fix(VARP::CONSTANT); diff --git a/tools/train/source/transformer/Transformer.hpp b/tools/train/source/transformer/Transformer.hpp index bef1768ed..8a4c2e316 100644 --- a/tools/train/source/transformer/Transformer.hpp +++ b/tools/train/source/transformer/Transformer.hpp @@ -9,6 +9,7 @@ #ifndef Transformer_hpp #define Transformer_hpp #include +#include "OpConverter.hpp" #include namespace MNN { @@ -25,7 +26,7 @@ class MNN_PUBLIC Transformer { static std::shared_ptr turnModelToInfer(); }; -class TurnTrainable : public Express::Optimizer { +class MNN_PUBLIC TurnTrainable : public Express::Optimizer { public: TurnTrainable(Transformer::TrainConfig config) { mConfig = std::move(config); @@ -37,7 +38,7 @@ class TurnTrainable : public Express::Optimizer { virtual bool onExecute(const std::vector& outputs, std::shared_ptr p = nullptr) override; public: - std::map trainInfo; + TrainInfo mTrainInfo; private: Transformer::TrainConfig mConfig;